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Н Новости

Сравнение нейросетей в генерациях: Claude vs ChatGPT vs Gemini в различных сферах

Новые модели выходят практически каждый день. За последние два месяца мы увидели релизы от Qwen, OpenAI, Anthropic и Google. Очень ждали DeepSeek, но его пока не слышно и не видно.

В своих прошлых материалах я сравнивал последние версии моделей крупных компаний в конкретных сферах: программирование и генерация текста.

Сегодняшняя статья продолжит этот цикл. По-хорошему, этот материал должен был выйти до сравнений в узких сферах, потому что сегодня я планирую сравнить Gemini 3.1 Pro, ChatGPT 5.4 и Claude Opus 4.6 сразу в нескольких дисциплинах. Сделать, так сказать, общее сравнение.

Сразу предупрежу: никаких межгалактических заданий вы тут не увидите. Моя цель куда приземленнее – проверить модели в рутинных задачах, с которыми они сталкиваются каждый день. Мне это нужно, чтобы понять, какой модели сейчас стоит отдать предпочтение. В расчет пойдет качество выполнения (оцененное мной), а также затраты в денежном эквиваленте.

На этом с предисловием можно закончить. Принимайте стратегически удобное положение, а я начинаю.

55313adb3d80adb0dc01ef74ff4678a7.png

Немного об участниках сравнения

ChatGPT 5.4

Модель от OpenAI, которая по представленным бенчмаркам показывает хорошие результаты во многих тестах. Новая серия привнесла ряд важных улучшений.

Для начала модель гораздо лучше ищет информацию в интернете и лучше справляется с ответами на объединенные вопросы из множества источников. Не будем забывать, что контекстное окно было увеличено до 1 миллиона токенов.

Компания проработала и улучшила базовые способности модели, но и сделала акцент на агентный режим. GPT-5.4 может анализировать скриншоты, пользоваться браузером, выполнять действия мышью и клавиатурой, вызывать API и инструменты. Понятное дело, не напрямую, через специальное ПО.

Claude Opus 4.6

Anthropic при разработке этой модели стремилась создать инструмент, который будет максимально полезен в условиях реальной промышленной эксплуатации. Claude Opus получил ряд глубоких обновлений, которые касаются не только скорости обработки запросов, но и самой логики построения ответов.

Одной из центральных инноваций в новой версии стала технология внутреннего планирования. В отличие от прошлых итераций, Opus теперь не просто генерирует слово за словом, а выстраивает предварительную карту рассуждений. В задачах модель сначала проведет внутреннюю верификацию каждого этапа.

Если рассматривать опыт использования модели в разработке программного обеспечения, то здесь обновленный Opus делает серьезный шаг вперед. Благодаря контекстному окну объемом полтора миллиона токенов, вы можете оперировать не отдельными фрагментами, а целыми модулями системы. Это позволяет загрузить в память нейросети практически всю кодовую базу небольшого проекта.

Gemini 3.1 Pro

Google не стал мелочиться и назвал Gemini 3.1 Pro своей самой интеллектуальной моделью для сложных задач. Звучит достаточно гордо.

Главная фишка апдейта – это улучшенное базовое мышление. Если прошлые обновления Gemini 3 Pro были больше про расширение возможностей, то здесь инженеры Google DeepMind занимались прокачкой внутреннего процессора модели.

Фактически технология глубокого мышления, которую добавили в отдельный режим, теперь интегрирована прямо в основу модели. Это значит, что 3.1 Pro умеет думать над задачей дольше и качественнее, прокладывая несколько путей решения одновременно, а потом выбирая лучший.

Контекстное окно у модели, все так же 1 миллион токенов на входе. На выходе модель выдает до 64 тысяч токенов. То есть она способна сгенерировать целую небольшую повесть или очень объемный кусок кода.

Разработчики утверждают, что 3.1 Pro специально оптимизирована для задач программирования и агентных рабочих процессов. Это когда вы даете ей не один запрос, а целую цепочку задач.


Небольшое отступление

Все модели для сравнения были взяты у агрегатора нейросетей BotHub. Список нейросетей там обширен – от работы с текстом до транскрибации и генерации видео. По специальной ссылке для регистрации можно получить 300 000 капсов для собственных экспериментов.


Условия сравнения

Модели будут сравниваться в четыре этапа: работа с текстом (генерация/выжимка), решение математических задач и написание кода. Как я и упоминал выше, достаточно рутинные поручения, которые поступают тысячами от людей в мире каждый день.

Этапы, связанные с текстом и кодом, будут оцениваться по трехбалльной шкале, где 1 балл – плохой результат, а 3 балла – отличный. С задачами по математике немного сложнее: каждое задание будет оцениваться в 1 балл при полностью правильном выполнении. То есть за весь этот этап сравнения каждая из моделей может получить до четырех баллов.

Первый этап – генерация текста

Скрытый текст

Напиши юмористический рассказ в жанре фэнтезийного магического средневековья. Действие должно происходить в антураже, напоминающем европейское средневековье с магами, трактирами, рыцарями и драконами. Рассказ должен состоять ровно из трех глав примерно одинакового объема.

У рассказа должна быть классическая структура с завязкой, развитием и обязательным логическим концом, финал должен быть смешным и завершенным, не обрывай повествование на полуслове. Юмор должен быть умным и ситуационным, избегай глупых шуток ниже пояса, абсурдного сюрреализма и тупого юмора. Сделай акцент на иронии, нелепых магических неудачах, комичных персонажах и пародии на штампы фэнтези. Главный герой или герои должны столкнуться с магической проблемой, которая решается самым неожиданным и смешным способом.

Язык рассказа сделай легким, живым, современным, но с легким налетом старины в диалогах, чтобы сохранить атмосферу средневековья.

Второй этап – выжимка из текста

Скрытый текст

Ради интереса, я решил скормить моделям практическую работу по передачи информации в системах реального времени. Формат будет не просто текстом, а PDF-файлом. Цель – сжать и не потерять ключевую информацию. В идеале результат должен будет иметь все необходимые данные для выполнения самой практической работы.

Выполни сжатие текста из прикрепленного файла. Главная задача – сократить объем текста, но при этом сохранить всю ключевую информацию, необходимую для выполнения практической работы и ответа на контрольные вопросы. Проанализируй содержание. Четко выдели и сохрани элементы для выполнения практической работы. Результат должен представлять собой связный, логичный и понятный текст, готовый к практическому использованию по назначению.

Третий этап – математические задачи

Модель получит скриншоты 4-х задач из разных тем по математике: одну уровня ЕГЭ и три из высшей.

Четвертый этап – программирование

Скрытый текст

Ты – профессиональный программист на Python. Твоя задача – разработать полностью проработанное десктопное приложение Инженерного калькулятора с графическим интерфейсом. Код должен быть готов к запуску, чистым и содержать комментарии для пояснения ключевых моментов.

В функционал калькулятора необходимо включить базовые арифметические операции: сложение, вычитание, умножение и деление. Также добавь расширенные математические возможности: возведение в степень, извлечение квадратного корня, вычисление факториала, модуля числа и обязательную поддержку скобок для задания приоритета операций. Из тригонометрических функций потребуются синус, косинус, тангенс, а также обратные функции арксинус, арккосинус и арктангенс с возможностью переключения между градусами и радианами. Добавь натуральный и десятичный логарифмы, функцию возведения экспоненты в степень, а также математические константы – число пи и число e с высокой точностью. Из дополнительных функций пригодятся вычисление процентов, смена знака числа и кнопки очистки ввода. Интерфейс должен быть продуманным с логичным расположением кнопок, а поле ввода должно наглядно отображать введенное выражение и полученный результат. Для реализации графического интерфейса можно использовать любую удобную библиотеку, например tkinter или PyQt.

Отдельное требование – в интерфейсе калькулятора должна присутствовать кнопка с названием "Игра" или "Змейка". При нажатии на эту кнопку должно открываться новое окно с классической игрой "Змейка". Реализуй простую рабочую версию игры: змейка управляется стрелками клавиатуры, еда появляется в случайном месте игрового поля, при столкновении с границами экрана или собственным хвостом игра завершается, а текущий счет должен отображаться на экране.


Сравнение

Первый этап

ChatGPT 5.4

Скрытый текст
4d3aa17b16dcaa1bf827a7229e9b1bd0.png

Хороший рассказ, хотя назвать его сильно юмористическим я не могу. Сама комедия построена больше на пародии - скучающий дракон, рыцарь, который спасает жертву по уставу.

Сама подача текста опять же достаточно хороша. Рассказ читается просто, без каких-либо затрудняющих моментов. Единственное, за что я бы снял тут полбалла – проблемы с нумерацией глав. У нас есть нулевая глава и в принципе всё.

Меня часто в комментариях просят указывать цены в таких тестах. Собственно, я решил наконец это начать делать. ChatGPT 5.4 выполнял это задание за 25 рублей.

Gemini 3.1 Pro

953ccaa6b911e4c96cf24555e767e91b.png

Вариант от Gemini 3.1 Pro мне понравился больше, чем ChatGPT. Текст не забит водой, юмор есть, попытки вставить клишированность тоже. Сам рассказ читается опять же просто. Максимальный балл в копилку модели.

Стоимость этого задания для Gemini 3.1 Pro составляет 20 рублей.

Claude Opus 4.6

Скрытый текст
c88ec748ada25b302a612ff698a9f813.png

Для начала скажу, что Claude поистине расписался, что сильно отличает его от Gemini, который зачастую отдает предпочтение краткости.

В остальном, нареканий нет. Рассказ читается достаточно просто, есть юмор. Даже пародия на очередь в каких-то сервисах. Максимальный балл в копилку модели.

Стоимость запроса – 68 рублей. Что, пожалуй, главный минус. С другой стороны Claude не скупилась на буквы и насыпала их прямо гору.

Второй этап

ChatGPT 5.4

Скрытый текст
9a1a24a84e05d0274b3c6affe5ceed0d.png

Самый приятный результат. Ничего не потеряно, но при этом вся ключевая информация осталась. Максимальный балл.

Стоимость – 24 рубля.

Самый приятный результат. Ничего не потеряно, но при этом вся ключевая информация осталась. Максимальный балл.

Стоимость – 24 рубля.

Gemini 3.1 Pro

cb0b9e02e7926e621447a6246fbcc7a4.png

По мне в задании на сжатие текста без потери ключевой информации – краткость не всегда подходит. Собственно тут так и есть. Если ChatGPT убрал воду, но оставил всю другую информацию, то Gemini по большей части вообще оставил только самое основное. Из-за чего есть трудности в некоторых моментах. Два балла.

Стоимость запроса – 16 рублей.

Claude Opus 4.6

Скрытый текст
cf39fefb1726f13cdc56b8f03e633801.png

Ответу от Claude я тоже поставлю два балла. С одной стороны, выглядит по объему плюс-минус, как у ChatGPT. С другой стороны все же некоторые моменты были упущены, хотя сама модель дополнительно ответила на контрольные вопросы.

Цена запроса – 38 рублей.

Третий этап

ChatGPT 5.4

47e3fd1c01ac9141ffe2a891eeeff722.png

Gemini 3.1 Pro

60d54828c6d7d0d158707ef1b0296d54.png

Claude Opus 4.6

746bf105e96915586c94954dde5a958a.png

Все модели спокойно справились с этим заданием. Поэтому по сути, все они получают максимальный балл. Единственное, что можно тут сравнить это их стоимость. ChatGPT потратил 15 рублей на этот запрос, Gemini – 22 рубля, ну а Claude 29 рублей.

Четвертый этап

ChatGPT 5.4

08c247f56b77ca3906ddc7fbe8998289.pngdd23fa33b52e54abf2b5468647f5d9ca.png

Хорошо сделанный калькулятор по функционалу, аналогично и со змейкой. В обоих случаях есть просадка по дизайну. Максимальный балл.

Стоимость самого запроса – 48 рублей.

Опять же, когда-то упоминали, что я не прикрепляю код. Поэтому в этот раз мы это исправим.

Скрытый текст
import ast
import math
import random
import tkinter as tk
from tkinter import ttk


# ============================================================
# ВСПОМОГАТЕЛЬНЫЕ ФУНКЦИИ ДЛЯ БЕЗОПАСНОГО ВЫЧИСЛЕНИЯ ВЫРАЖЕНИЙ
# ============================================================

def factorial_checked(value: float) -> int:
    """
    Безопасный факториал:
    разрешаем только неотрицательные целые числа.
    """
    if value < 0:
        raise ValueError("Факториал определен только для неотрицательных чисел.")
    if not float(value).is_integer():
        raise ValueError("Факториал определен только для целых чисел.")
    return math.factorial(int(value))


def percent(value: float) -> float:
    """Перевод числа в проценты: 50% -> 0.5"""
    return value / 100.0


def find_operand_start(expression: str, end_index: int) -> int:
    """
    Находит начало последнего операнда слева от end_index.
    Нужно для корректной обработки postfix-операторов:
    - факториал: 5!
    - процент: (20+30)%
    """
    i = end_index

    while i >= 0 and expression[i].isspace():
        i -= 1

    if i < 0:
        return 0

    # Число: 123.45
    if expression[i].isdigit() or expression[i] == ".":
        while i >= 0 and (expression[i].isdigit() or expression[i] == "."):
            i -= 1
        return i + 1

    # Имя: pi, e, abs, sin и т.д.
    if expression[i].isalpha() or expression[i] == "_":
        while i >= 0 and (expression[i].isalnum() or expression[i] == "_"):
            i -= 1
        return i + 1

    # Выражение в скобках или вызов функции: (2+3), sin(30)
    if expression[i] == ")":
        depth = 1
        i -= 1

        while i >= 0:
            if expression[i] == ")":
                depth += 1
            elif expression[i] == "(":
                depth -= 1
                if depth == 0:
                    break
            i -= 1

        if i < 0:
            raise ValueError("Ошибка: несогласованные скобки.")

        start = i

        # Если перед "(" стоит имя функции, включаем и его: sin(...)
        j = start - 1
        while j >= 0 and expression[j].isspace():
            j -= 1

        k = j
        while k >= 0 and (expression[k].isalnum() or expression[k] == "_"):
            k -= 1

        if k != j:
            start = k + 1

        return start

    return i + 1


def replace_postfix_operator(expression: str, symbol: str, function_name: str) -> str:
    """
    Преобразует postfix-операторы:
    - 5!  -> factorial(5)
    - (2+3)! -> factorial((2+3))
    """
    while symbol in expression:
        index = expression.find(symbol)
        start = find_operand_start(expression, index - 1)
        operand = expression[start:index].strip()

        if not operand:
            raise ValueError(f"Некорректное использование оператора {symbol}")

        expression = (
            expression[:start]
            + f"{function_name}({operand})"
            + expression[index + 1:]
        )

    return expression


def preprocess_expression(expression: str) -> str:
    """
    Подготавливает пользовательское выражение к вычислению:
    - × -> *
    - ÷ -> /
    - π -> pi
    - ^ -> **
    - postfix ! и %
    - запятая -> точка
    """
    expr = expression.strip()

    expr = expr.replace("×", "*")
    expr = expr.replace("÷", "/")
    expr = expr.replace("π", "pi")
    expr = expr.replace(",", ".")
    expr = expr.replace("^", "**")

    # Постфиксные операции
    expr = replace_postfix_operator(expr, "!", "factorial")
    expr = replace_postfix_operator(expr, "%", "percent")

    return expr


class SafeEvaluator(ast.NodeVisitor):
    """
    Безопасный вычислитель выражений через AST.
    Разрешаем только:
    - числа
    - + - * / **
    - унарный плюс/минус
    - вызовы разрешенных функций
    - разрешенные константы
    """

    def __init__(self, names: dict):
        self.names = names

    def visit(self, node):
        return super().visit(node)

    def generic_visit(self, node):
        raise ValueError(f"Недопустимая конструкция: {type(node).__name__}")

    def visit_Expression(self, node: ast.Expression):
        return self.visit(node.body)

    def visit_Constant(self, node: ast.Constant):
        if isinstance(node.value, bool):
            raise ValueError("Булевы значения не поддерживаются.")
        if not isinstance(node.value, (int, float)):
            raise ValueError("Поддерживаются только числа.")
        return node.value

    def visit_Name(self, node: ast.Name):
        if node.id not in self.names:
            raise ValueError(f"Неизвестное имя: {node.id}")
        return self.names[node.id]

    def visit_UnaryOp(self, node: ast.UnaryOp):
        operand = self.visit(node.operand)

        if isinstance(node.op, ast.UAdd):
            return +operand
        if isinstance(node.op, ast.USub):
            return -operand

        raise ValueError("Недопустимая унарная операция.")

    def visit_BinOp(self, node: ast.BinOp):
        left = self.visit(node.left)
        right = self.visit(node.right)

        if isinstance(node.op, ast.Add):
            return left + right
        if isinstance(node.op, ast.Sub):
            return left - right
        if isinstance(node.op, ast.Mult):
            return left * right
        if isinstance(node.op, ast.Div):
            return left / right
        if isinstance(node.op, ast.Pow):
            return left ** right

        raise ValueError("Недопустимая бинарная операция.")

    def visit_Call(self, node: ast.Call):
        if not isinstance(node.func, ast.Name):
            raise ValueError("Разрешены только прямые вызовы функций.")

        func_name = node.func.id

        if func_name not in self.names:
            raise ValueError(f"Функция {func_name} не разрешена.")

        func = self.names[func_name]

        if node.keywords:
            raise ValueError("Именованные аргументы не поддерживаются.")

        args = [self.visit(arg) for arg in node.args]
        return func(*args)


# ==========================================
# ОТДЕЛЬНОЕ ОКНО ИГРЫ "ЗМЕЙКА"
# ==========================================

class SnakeGame:
    CELL_SIZE = 20
    GRID_WIDTH = 25
    GRID_HEIGHT = 20
    UPDATE_DELAY = 120  # миллисекунды

    def __init__(self, parent):
        self.window = tk.Toplevel(parent)
        self.window.title("Змейка")
        self.window.resizable(False, False)

        self.score_var = tk.StringVar(value="Счет: 0")

        top_frame = ttk.Frame(self.window, padding=10)
        top_frame.pack(fill="x")

        ttk.Label(
            top_frame,
            textvariable=self.score_var,
            font=("Segoe UI", 12, "bold")
        ).pack(side="left")

        ttk.Button(
            top_frame,
            text="Новая игра",
            command=self.reset_game
        ).pack(side="right")

        canvas_width = self.GRID_WIDTH * self.CELL_SIZE
        canvas_height = self.GRID_HEIGHT * self.CELL_SIZE

        self.canvas = tk.Canvas(
            self.window,
            width=canvas_width,
            height=canvas_height,
            bg="#111111",
            highlightthickness=1,
            highlightbackground="#444444"
        )
        self.canvas.pack(padx=10, pady=(0, 10))

        self.after_id = None
        self.game_over = False

        self.window.bind("<Up>", lambda event: self.change_direction((0, -1)))
        self.window.bind("<Down>", lambda event: self.change_direction((0, 1)))
        self.window.bind("<Left>", lambda event: self.change_direction((-1, 0)))
        self.window.bind("<Right>", lambda event: self.change_direction((1, 0)))

        self.window.protocol("WM_DELETE_WINDOW", self.on_close)

        self.reset_game()
        self.window.focus_force()

    def reset_game(self):
        if self.after_id is not None:
            self.window.after_cancel(self.after_id)
            self.after_id = None

        center_x = self.GRID_WIDTH // 2
        center_y = self.GRID_HEIGHT // 2

        self.snake = [
            (center_x, center_y),
            (center_x - 1, center_y),
            (center_x - 2, center_y),
        ]
        self.direction = (1, 0)
        self.next_direction = (1, 0)
        self.food = self.spawn_food()
        self.score = 0
        self.game_over = False

        self.score_var.set("Счет: 0")
        self.draw()
        self.game_loop()

    def on_close(self):
        if self.after_id is not None:
            self.window.after_cancel(self.after_id)
        self.window.destroy()

    def spawn_food(self):
        while True:
            position = (
                random.randint(0, self.GRID_WIDTH - 1),
                random.randint(0, self.GRID_HEIGHT - 1)
            )
            if position not in self.snake:
                return position

    def change_direction(self, new_direction):
        if self.game_over:
            return

        # Запрещаем разворот на 180 градусов
        if (
            new_direction[0] == -self.direction[0]
            and new_direction[1] == -self.direction[1]
        ):
            return

        self.next_direction = new_direction

    def game_loop(self):
        if self.game_over:
            return

        self.direction = self.next_direction
        head_x, head_y = self.snake[0]
        dx, dy = self.direction

        new_head = (head_x + dx, head_y + dy)

        # Столкновение со стеной
        if (
            new_head[0] < 0 or new_head[0] >= self.GRID_WIDTH
            or new_head[1] < 0 or new_head[1] >= self.GRID_HEIGHT
        ):
            self.finish_game()
            return

        # Столкновение с собой
        if new_head in self.snake:
            self.finish_game()
            return

        self.snake.insert(0, new_head)

        if new_head == self.food:
            self.score += 1
            self.score_var.set(f"Счет: {self.score}")
            self.food = self.spawn_food()
        else:
            self.snake.pop()

        self.draw()
        self.after_id = self.window.after(self.UPDATE_DELAY, self.game_loop)

    def finish_game(self):
        self.game_over = True
        self.draw()

        self.canvas.create_text(
            self.GRID_WIDTH * self.CELL_SIZE // 2,
            self.GRID_HEIGHT * self.CELL_SIZE // 2,
            text=f"Игра окончена\nСчет: {self.score}",
            fill="white",
            font=("Segoe UI", 20, "bold"),
            justify="center"
        )

    def draw(self):
        self.canvas.delete("all")

        # Еда
        fx, fy = self.food
        self.draw_cell(fx, fy, "#ff4d4d")

        # Змейка
        for index, (x, y) in enumerate(self.snake):
            color = "#55ff55" if index == 0 else "#2ecc71"
            self.draw_cell(x, y, color)

    def draw_cell(self, x, y, color):
        x1 = x * self.CELL_SIZE
        y1 = y * self.CELL_SIZE
        x2 = x1 + self.CELL_SIZE
        y2 = y1 + self.CELL_SIZE

        self.canvas.create_rectangle(
            x1, y1, x2, y2,
            fill=color,
            outline="#1f1f1f"
        )


# ==========================================
# ОСНОВНОЕ ПРИЛОЖЕНИЕ КАЛЬКУЛЯТОРА
# ==========================================

class ScientificCalculatorApp:
    def __init__(self, root):
        self.root = root
        self.root.title("Инженерный калькулятор")
        self.root.geometry("560x760")
        self.root.minsize(540, 720)

        self.expression_var = tk.StringVar()
        self.result_var = tk.StringVar(value="Результат: ")
        self.angle_mode_var = tk.StringVar(value="deg")  # deg / rad

        self.create_widgets()

        self.root.bind("<Return>", lambda event: self.evaluate_expression())
        self.root.bind("<KP_Enter>", lambda event: self.evaluate_expression())

    # --------------------------
    # Создание интерфейса
    # --------------------------
    def create_widgets(self):
        main = ttk.Frame(self.root, padding=12)
        main.pack(fill="both", expand=True)

        # Верхняя часть: ввод выражения и результат
        display_frame = ttk.LabelFrame(main, text="Ввод и результат", padding=10)
        display_frame.pack(fill="x", pady=(0, 10))

        self.entry = ttk.Entry(
            display_frame,
            textvariable=self.expression_var,
            font=("Segoe UI", 20),
            justify="right"
        )
        self.entry.pack(fill="x", padx=4, pady=(4, 8))
        self.entry.focus_set()

        result_label = ttk.Label(
            display_frame,
            textvariable=self.result_var,
            font=("Segoe UI", 14, "bold"),
            foreground="#0b7a29"
        )
        result_label.pack(anchor="e", padx=4)

        # Переключение градусов/радиан
        mode_frame = ttk.LabelFrame(main, text="Режим углов", padding=10)
        mode_frame.pack(fill="x", pady=(0, 10))

        ttk.Radiobutton(
            mode_frame,
            text="Градусы",
            variable=self.angle_mode_var,
            value="deg"
        ).pack(side="left", padx=5)

        ttk.Radiobutton(
            mode_frame,
            text="Радианы",
            variable=self.angle_mode_var,
            value="rad"
        ).pack(side="left", padx=5)

        # Кнопки калькулятора
        buttons_frame = ttk.Frame(main)
        buttons_frame.pack(fill="both", expand=True)

        for col in range(5):
            buttons_frame.columnconfigure(col, weight=1)

        button_layout = [
            ["(", ")", "C", "⌫", "Игра"],
            ["sin", "cos", "tan", "asin", "acos"],
            ["atan", "ln", "log", "exp", "√"],
            ["x²", "xʸ", "x!", "abs", "%"],
            ["7", "8", "9", "÷", "π"],
            ["4", "5", "6", "×", "e"],
            ["1", "2", "3", "-", "±"],
            ["0", ".", "+", "=", ""],
        ]

        for row_index, row in enumerate(button_layout):
            buttons_frame.rowconfigure(row_index, weight=1)

            for col_index, text in enumerate(row):
                if not text:
                    continue

                btn = tk.Button(
                    buttons_frame,
                    text=text,
                    font=("Segoe UI", 14, "bold"),
                    relief="raised",
                    bd=1,
                    padx=8,
                    pady=12,
                    command=lambda t=text: self.on_button_click(t)
                )
                btn.grid(
                    row=row_index,
                    column=col_index,
                    sticky="nsew",
                    padx=4,
                    pady=4
                )

                # Небольшая цветовая логика для удобства
                if text in {"=", "Игра"}:
                    btn.configure(bg="#d9ecff")
                elif text in {"C", "⌫"}:
                    btn.configure(bg="#ffd9d9")
                elif text in {"÷", "×", "-", "+", "xʸ", "x²", "x!", "%"}:
                    btn.configure(bg="#f2f2f2")

    # --------------------------
    # Работа с кнопками
    # --------------------------
    def on_button_click(self, text: str):
        if text == "=":
            self.evaluate_expression()
        elif text == "C":
            self.clear_all()
        elif text == "⌫":
            self.backspace()
        elif text == "Игра":
            self.open_snake()
        elif text == "π":
            self.insert_token("pi", auto_multiply=True)
        elif text == "√":
            self.insert_token("sqrt(", auto_multiply=True)
        elif text == "sin":
            self.insert_token("sin(", auto_multiply=True)
        elif text == "cos":
            self.insert_token("cos(", auto_multiply=True)
        elif text == "tan":
            self.insert_token("tan(", auto_multiply=True)
        elif text == "asin":
            self.insert_token("asin(", auto_multiply=True)
        elif text == "acos":
            self.insert_token("acos(", auto_multiply=True)
        elif text == "atan":
            self.insert_token("atan(", auto_multiply=True)
        elif text == "ln":
            self.insert_token("ln(", auto_multiply=True)
        elif text == "log":
            self.insert_token("log(", auto_multiply=True)
        elif text == "exp":
            self.insert_token("exp(", auto_multiply=True)
        elif text == "abs":
            self.insert_token("abs(", auto_multiply=True)
        elif text == "xʸ":
            self.insert_token("^")
        elif text == "x!":
            self.append_postfix("!")
        elif text == "x²":
            self.square_last_operand()
        elif text == "%":
            self.append_postfix("%")
        elif text == "±":
            self.toggle_sign()
        else:
            self.insert_token(text)

    def insert_token(self, token: str, auto_multiply: bool = False):
        """
        Вставка текста в конец выражения.
        Если auto_multiply=True, то при необходимости автоматически добавляется '*'.
        Например:
        2 -> sin(  => 2*sin(
        5 -> pi    => 5*pi
        """
        expr = self.expression_var.get()

        if auto_multiply and expr.strip():
            stripped = expr.rstrip()
            if stripped:
                last_char = stripped[-1]
                if last_char.isdigit() or last_char in ").!%":
                    token = "*" + token
                elif stripped.endswith("pi") or stripped.endswith("e"):
                    token = "*" + token

        self.expression_var.set(expr + token)

    def append_postfix(self, symbol: str):
        expr = self.expression_var.get().rstrip()

        if not expr:
            return

        if expr[-1] in "+-×÷*/^(":
            return

        self.expression_var.set(expr + symbol)

    def square_last_operand(self):
        """
        Кнопка x² возводит последний операнд в квадрат.
        Например:
        5      -> (5)^2
        sin(2) -> (sin(2))^2
        """
        expr = self.expression_var.get().rstrip()
        if not expr:
            return

        if expr[-1] in "+-×÷*/^(":
            return

        start = find_operand_start(expr, len(expr) - 1)
        operand = expr[start:].strip()
        prefix = expr[:start]

        self.expression_var.set(prefix + f"({operand})^2")

    def toggle_sign(self):
        """
        Смена знака последнего операнда.
        Например:
        5+3 -> 5+(-(3))
        """
        expr = self.expression_var.get().rstrip()

        if not expr:
            self.expression_var.set("-")
            return

        if expr[-1] in "+-×÷*/^(":
            self.expression_var.set(expr + "-")
            return

        start = find_operand_start(expr, len(expr) - 1)
        operand = expr[start:].strip()
        prefix = expr[:start]

        self.expression_var.set(prefix + f"(-({operand}))")

    def backspace(self):
        expr = self.expression_var.get()
        if expr:
            self.expression_var.set(expr[:-1])

    def clear_all(self):
        self.expression_var.set("")
        self.result_var.set("Результат: ")

    # --------------------------
    # Математические функции
    # --------------------------
    def current_mode_is_degrees(self) -> bool:
        return self.angle_mode_var.get() == "deg"

    def sin_func(self, x):
        return math.sin(math.radians(x)) if self.current_mode_is_degrees() else math.sin(x)

    def cos_func(self, x):
        return math.cos(math.radians(x)) if self.current_mode_is_degrees() else math.cos(x)

    def tan_func(self, x):
        return math.tan(math.radians(x)) if self.current_mode_is_degrees() else math.tan(x)

    def asin_func(self, x):
        result = math.asin(x)
        return math.degrees(result) if self.current_mode_is_degrees() else result

    def acos_func(self, x):
        result = math.acos(x)
        return math.degrees(result) if self.current_mode_is_degrees() else result

    def atan_func(self, x):
        result = math.atan(x)
        return math.degrees(result) if self.current_mode_is_degrees() else result

    def allowed_names(self) -> dict:
        """
        Набор разрешенных имен для безопасного вычисления.
        """
        return {
            "pi": math.pi,
            "e": math.e,
            "sin": self.sin_func,
            "cos": self.cos_func,
            "tan": self.tan_func,
            "asin": self.asin_func,
            "acos": self.acos_func,
            "atan": self.atan_func,
            "sqrt": math.sqrt,
            "factorial": factorial_checked,
            "abs": abs,
            "ln": math.log,
            "log": math.log10,
            "exp": math.exp,
            "percent": percent,
        }

    def format_result(self, value):
        """
        Красивое форматирование результата.
        """
        if isinstance(value, float):
            if value.is_integer():
                return str(int(value))
            return f"{value:.15g}"
        return str(value)

    def evaluate_expression(self):
        expr = self.expression_var.get().strip()

        if not expr:
            return

        try:
            prepared_expr = preprocess_expression(expr)
            tree = ast.parse(prepared_expr, mode="eval")
            evaluator = SafeEvaluator(self.allowed_names())
            result = evaluator.visit(tree)

            self.result_var.set(f"Результат: {self.format_result(result)}")

        except ZeroDivisionError:
            self.result_var.set("Результат: Ошибка — деление на ноль")
        except ValueError as error:
            self.result_var.set(f"Результат: Ошибка — {error}")
        except SyntaxError:
            self.result_var.set("Результат: Ошибка синтаксиса")
        except Exception as error:
            self.result_var.set(f"Результат: Ошибка — {error}")

    # --------------------------
    # Запуск игры
    # --------------------------
    def open_snake(self):
        SnakeGame(self.root)


# ==========================================
# ТОЧКА ВХОДА
# ==========================================

def main():
    root = tk.Tk()

    # Небольшая настройка стандартной темы ttk
    style = ttk.Style(root)
    try:
        style.theme_use("clam")
    except tk.TclError:
        pass

    app = ScientificCalculatorApp(root)
    root.mainloop()


if __name__ == "__main__":
    main()

Gemini 3.1 Pro

a75031f0c66c48a2bd2e3e1751327433.png

Gemini больше постарался над дизайном. Все функции работают и придраться к ним я, увы, не смог.

665f7084cfa3c0083934452ea533a769.png

Со змейкой немного более хуже. Да дизайн здесь более проработан, но вот сама реализация подкачала. Змейка не захватывает клавиши, то есть чтобы она начала реагировать на управление, вам нужно успеть кликнуть по ней мышкой. За это сниму полбалла. Стоимость же самого ответа составляет 29 рублей.

Скрытый текст
import tkinter as tk
from tkinter import messagebox
import math
import random
import re

class SnakeGame(tk.Toplevel):
    """Класс, реализующий игру 'Змейка' в отдельном окне."""
    def __init__(self, parent):
        super().__init__(parent)
        self.title("Игра: Змейка")
        # Настраиваем размер и запрещаем изменение размера окна
        self.geometry("400x450")
        self.resizable(False, False)
        self.configure(bg="#1e1e1e")
        
        self.width = 400
        self.height = 400
        self.cell_size = 20
        self.is_running = True # Флаг для остановки цикла при закрытии окна
        
        # Перехват закрытия окна для корректной остановки цикла
        self.protocol("WM_DELETE_WINDOW", self.on_close)

        # Интерфейс игры
        self.score_label = tk.Label(self, text="Счет: 0", font=("Consolas", 14, "bold"), bg="#1e1e1e", fg="#4caf50")
        self.score_label.pack(pady=5)
        
        self.canvas = tk.Canvas(self, bg="black", width=self.width, height=self.height, highlightthickness=0)
        self.canvas.pack()
        
        # Управление стрелками
        self.bind("<KeyPress>", self.on_key_press)
        
        self.start_game()

    def start_game(self):
        """Инициализация стартовых параметров игры."""
        # Змейка начинается с 3 сегментов
        self.snake = [(100, 100), (80, 100), (60, 100)]
        self.dx = self.cell_size
        self.dy = 0
        self.next_dx = self.cell_size
        self.next_dy = 0
        self.score = 0
        self.score_label.config(text=f"Счет: {self.score}")
        self.game_over = False
        
        self.spawn_food()
        self.update_game()

    def spawn_food(self):
        """Создание еды в случайном месте, где нет змейки."""
        while True:
            x = random.randint(0, (self.width // self.cell_size) - 1) * self.cell_size
            y = random.randint(0, (self.height // self.cell_size) - 1) * self.cell_size
            self.food = (x, y)
            if self.food not in self.snake:
                break

    def on_key_press(self, event):
        """Обработка нажатий клавиш для управления."""
        key = event.keysym
        # Запрещаем движение в противоположном направлении (разворот на 180)
        if key == "Up" and self.dy == 0:
            self.next_dx, self.next_dy = 0, -self.cell_size
        elif key == "Down" and self.dy == 0:
            self.next_dx, self.next_dy = 0, self.cell_size
        elif key == "Left" and self.dx == 0:
            self.next_dx, self.next_dy = -self.cell_size, 0
        elif key == "Right" and self.dx == 0:
            self.next_dx, self.next_dy = self.cell_size, 0
        elif key == "space" and self.game_over:
            self.start_game()

    def update_game(self):
        """Основной игровой цикл."""
        if not self.is_running:
            return # Остановка, если окно закрыто

        if self.game_over:
            self.canvas.create_text(self.width/2, self.height/2 - 20, text="ИГРА ОКОНЧЕНА", fill="#f44336", font=("Consolas", 24, "bold"))
            self.canvas.create_text(self.width/2, self.height/2 + 20, text="Нажмите ПРОБЕЛ для рестарта", fill="white", font=("Consolas", 12))
            return

        # Применяем новое направление
        self.dx, self.dy = self.next_dx, self.next_dy
        head_x, head_y = self.snake[0]
        new_head = (head_x + self.dx, head_y + self.dy)

        # Проверка столкновений со стенами
        if (new_head[0] < 0 or new_head[0] >= self.width or
            new_head[1] < 0 or new_head[1] >= self.height or
            new_head in self.snake):
            self.game_over = True
            self.after(100, self.update_game)
            return

        self.snake.insert(0, new_head)

        # Проверка поедания еды
        if new_head == self.food:
            self.score += 10
            self.score_label.config(text=f"Счет: {self.score}")
            self.spawn_food()
        else:
            self.snake.pop() # Если еда не съедена, удаляем хвост

        # Отрисовка кадра
        self.canvas.delete("all")
        
        # Рисуем еду (красный круг)
        self.canvas.create_oval(self.food[0], self.food[1], 
                                self.food[0] + self.cell_size, self.food[1] + self.cell_size, fill="#ff5252", outline="")
        
        # Рисуем змейку (зеленые квадраты)
        for i, segment in enumerate(self.snake):
            color = "#4caf50" if i == 0 else "#81c784" # Голова чуть темнее
            self.canvas.create_rectangle(segment[0], segment[1], 
                                         segment[0] + self.cell_size, segment[1] + self.cell_size, fill=color, outline="#1b5e20")

        # Планируем следующий кадр (скорость игры)
        self.after(100, self.update_game)

    def on_close(self):
        """Метод вызывается при закрытии окна крестиком."""
        self.is_running = False
        self.destroy()


class Calculator(tk.Tk):
    """Главный класс инженерного калькулятора."""
    def __init__(self):
        super().__init__()
        self.title("Инженерный Калькулятор")
        self.geometry("500x650")
        self.resizable(False, False)
        self.configure(bg="#202020")
        
        self.is_degrees = True # Режим углов: Градусы (True) или Радианы (False)
        self.create_widgets()

    def create_widgets(self):
        """Создание и размещение элементов интерфейса."""
        # Поле ввода/вывода
        self.display_var = tk.StringVar()
        self.display = tk.Entry(self, textvariable=self.display_var, font=("Consolas", 28), 
                                bg="#333333", fg="#ffffff", bd=0, justify="right", insertbackground="white")
        self.display.grid(row=0, column=0, columnspan=5, ipadx=10, ipady=20, pady=10, padx=10, sticky="we")

        # Цветовые схемы для кнопок
        styles = {
            'num': {'bg': '#3b3b3b', 'fg': '#ffffff', 'activebackground': '#555555', 'activeforeground': '#ffffff'},
            'op': {'bg': '#ff9800', 'fg': '#ffffff', 'activebackground': '#f57c00', 'activeforeground': '#ffffff'},
            'func': {'bg': '#2c2c2c', 'fg': '#eeeeee', 'activebackground': '#444444', 'activeforeground': '#ffffff'},
            'sys': {'bg': '#f44336', 'fg': '#ffffff', 'activebackground': '#d32f2f', 'activeforeground': '#ffffff'},
            'game': {'bg': '#4caf50', 'fg': '#ffffff', 'activebackground': '#388e3c', 'activeforeground': '#ffffff'}
        }
        
        btn_font = ("Segoe UI", 14, "bold")

        # Матрица кнопок (Текст, строка, колонка, стиль, функция)
        buttons = [
            ("Deg", 1, 0, 'sys', self.toggle_angle), ("(", 1, 1, 'func', lambda: self.insert("(")), (")", 1, 2, 'func', lambda: self.insert(")")), ("C", 1, 3, 'sys', self.backspace), ("AC", 1, 4, 'sys', self.clear_all),
            ("sin", 2, 0, 'func', lambda: self.insert("sin(")), ("cos", 2, 1, 'func', lambda: self.insert("cos(")), ("tan", 2, 2, 'func', lambda: self.insert("tan(")), ("abs", 2, 3, 'func', lambda: self.insert("abs(")), ("/", 2, 4, 'op', lambda: self.insert("/")),
            ("asin", 3, 0, 'func', lambda: self.insert("asin(")), ("acos", 3, 1, 'func', lambda: self.insert("acos(")), ("atan", 3, 2, 'func', lambda: self.insert("atan(")), ("√", 3, 3, 'func', lambda: self.insert("sqrt(")), ("*", 3, 4, 'op', lambda: self.insert("*")),
            ("ln", 4, 0, 'func', lambda: self.insert("ln(")), ("log", 4, 1, 'func', lambda: self.insert("log(")), ("exp", 4, 2, 'func', lambda: self.insert("exp(")), ("x!", 4, 3, 'func', lambda: self.insert("fact(")), ("-", 4, 4, 'op', lambda: self.insert("-")),
            ("π", 5, 0, 'func', lambda: self.insert("π")), ("e", 5, 1, 'func', lambda: self.insert("e")), ("^", 5, 2, 'func', lambda: self.insert("^")), ("%", 5, 3, 'func', lambda: self.insert("%")), ("+", 5, 4, 'op', lambda: self.insert("+")),
            ("7", 6, 0, 'num', lambda: self.insert("7")), ("8", 6, 1, 'num', lambda: self.insert("8")), ("9", 6, 2, 'num', lambda: self.insert("9")), ("+/-", 6, 3, 'num', self.change_sign), ("=", 6, 4, 'op', self.calculate),
            ("4", 7, 0, 'num', lambda: self.insert("4")), ("5", 7, 1, 'num', lambda: self.insert("5")), ("6", 7, 2, 'num', lambda: self.insert("6")), ("Змейка", 7, 3, 'game', self.open_snake),
            ("1", 8, 0, 'num', lambda: self.insert("1")), ("2", 8, 1, 'num', lambda: self.insert("2")), ("3", 8, 2, 'num', lambda: self.insert("3")),
            ("0", 9, 0, 'num', lambda: self.insert("0")), (".", 9, 2, 'num', lambda: self.insert("."))
        ]

        self.btn_objects = {}
        for (text, r, c, style, func) in buttons:
            btn = tk.Button(self, text=text, font=btn_font, command=func, relief="flat", bd=0, **styles[style])
            
            # Настройка объединения ячеек для красивой сетки
            if text == "=":
                btn.grid(row=r, column=c, rowspan=4, sticky="nsew", padx=3, pady=3)
            elif text == "Змейка":
                btn.grid(row=r, column=c, rowspan=3, sticky="nsew", padx=3, pady=3)
            elif text == "0":
                btn.grid(row=r, column=c, columnspan=2, sticky="nsew", padx=3, pady=3)
            else:
                btn.grid(row=r, column=c, sticky="nsew", padx=3, pady=3)
                
            self.btn_objects[text] = btn

        # Настройка весов для равномерного растягивания кнопок
        for i in range(5):
            self.grid_columnconfigure(i, weight=1)
        for i in range(1, 10):
            self.grid_rowconfigure(i, weight=1)

    # --- Функции управления вводом ---

    def insert(self, char):
        self.display.insert(tk.END, char)

    def clear_all(self):
        self.display_var.set("")

    def backspace(self):
        current = self.display_var.get()
        self.display_var.set(current[:-1])

    def change_sign(self):
        current = self.display_var.get()
        if not current:
            return
        if current.startswith("-("):
            self.display_var.set(current[2:-1])
        else:
            self.display_var.set(f"-({current})")

    def toggle_angle(self):
        self.is_degrees = not self.is_degrees
        self.btn_objects["Deg"].config(text="Deg" if self.is_degrees else "Rad")

    def open_snake(self):
        SnakeGame(self)

    # --- Математические обертки (с учетом градусов/радиан) ---

    def _to_rad(self, x):
        return math.radians(x) if self.is_degrees else x

    def _to_deg(self, x):
        return math.degrees(x) if self.is_degrees else x

    def safe_sin(self, x): return math.sin(self._to_rad(x))
    def safe_cos(self, x): return math.cos(self._to_rad(x))
    def safe_tan(self, x): return math.tan(self._to_rad(x))
    def safe_asin(self, x): return self._to_deg(math.asin(x))
    def safe_acos(self, x): return self._to_deg(math.acos(x))
    def safe_atan(self, x): return self._to_deg(math.atan(x))

    # --- Парсинг и вычисление ---

    def calculate(self):
        expr = self.display_var.get()
        if not expr:
            return

        # Замена символов на синтаксис Python
        expr = expr.replace('π', str(math.pi))
        expr = expr.replace('e', str(math.e))
        expr = expr.replace('^', '**')
        # Обработка процентов (например: 50% -> 50/100)
        expr = re.sub(r'(\d+(?:\.\d+)?)%', r'(\1/100)', expr)

        # Окружение разрешенных функций
        safe_env = {
            'sin': self.safe_sin, 'cos': self.safe_cos, 'tan': self.safe_tan,
            'asin': self.safe_asin, 'acos': self.safe_acos, 'atan': self.safe_atan,
            'sqrt': math.sqrt, 'log': math.log10, 'ln': math.log,
            'exp': math.exp, 'fact': math.factorial, 'abs': abs
        }

        try:
            # Безопасное вычисление (запрет встроенных функций Python)
            result = eval(expr, {"__builtins__": None}, safe_env)
            
            # Убираем `.0` у целых чисел и ограничиваем длину дроби
            if isinstance(result, float):
                if result.is_integer():
                    result = int(result)
                else:
                    result = round(result, 12) # Защита от 0.1+0.2=0.30000000000000004
                    
            self.display_var.set(str(result))
            
        except ZeroDivisionError:
            messagebox.showerror("Ошибка", "Деление на ноль!")
            self.display_var.set("")
        except ValueError:
            messagebox.showerror("Ошибка", "Недопустимое значение (например, корень из отрицательного числа)!")
            self.display_var.set("")
        except Exception:
            messagebox.showerror("Ошибка", "Синтаксическая ошибка! Проверьте правильность выражения.")
            self.display_var.set("")

if __name__ == "__main__":
    app = Calculator()
    app.mainloop()

Claude Opus 4.6

db60aa40275f52b47fe82bfa61ca113f.png

Claude Opus меня удивил. Функции работают, базовые действия вроде бы тоже. Ключевое тут – вроде бы. Деление, которое сопутствует появлению десятичных значений приводит к ошибке. По мне, достаточно фатальный промах.

e07a945a82bb61a491f2d76fc41a6fe3.png

Со змейкой же никаких нареканий нет. Дизайн и работоспособность на высшем уровне. В совокупности из-за промаха с калькулятором модель лишается одного балла.

Стоимость ответа – 73 рубля.

Скрытый текст
"""
===============================================================================
  ИНЖЕНЕРНЫЙ КАЛЬКУЛЯТОР С ИГРОЙ «ЗМЕЙКА»
  Автор: AI Assistant
  Библиотека GUI: tkinter (входит в стандартную поставку Python)
  Python 3.8+
===============================================================================
  Функционал:
    • Базовая арифметика: +, −, ×, ÷
    • Степень, корень, факториал, модуль, скобки
    • Тригонометрия: sin, cos, tan, asin, acos, atan (DEG / RAD)
    • Логарифмы: ln, log₁₀, exp(x)
    • Константы: π, e
    • Процент, смена знака, очистка
    • Встроенная игра «Змейка»
===============================================================================
"""

import tkinter as tk
from tkinter import messagebox
import math
import random
import re

# ─────────────────────────── ЦВЕТОВАЯ СХЕМА ──────────────────────────────────

COLORS = {
    "bg_main":       "#1e1e2e",   # фон главного окна
    "bg_display":    "#11111b",   # фон дисплея
    "fg_expr":       "#a6adc8",   # цвет текста выражения
    "fg_result":     "#cdd6f4",   # цвет текста результата
    "btn_number":    "#313244",   # кнопки цифр
    "btn_number_fg": "#cdd6f4",
    "btn_operator":  "#45475a",   # кнопки операторов
    "btn_operator_fg":"#f5c2e7",
    "btn_function":  "#1e1e2e",   # кнопки функций
    "btn_function_fg":"#94e2d5",
    "btn_equal":     "#a6e3a1",   # кнопка «=»
    "btn_equal_fg":  "#1e1e2e",
    "btn_clear":     "#f38ba8",   # кнопки очистки
    "btn_clear_fg":  "#1e1e2e",
    "btn_game":      "#fab387",   # кнопка «Змейка»
    "btn_game_fg":   "#1e1e2e",
    "btn_hover":     "#585b70",   # подсветка при наведении
}

# ═══════════════════════════════════════════════════════════════════════════════
#                        КЛАСС ИНЖЕНЕРНОГО КАЛЬКУЛЯТОРА
# ═══════════════════════════════════════════════════════════════════════════════

class EngineeringCalculator:
    """Главное окно приложения — инженерный калькулятор."""

    def __init__(self, root: tk.Tk):
        self.root = root
        self.root.title("Инженерный калькулятор")
        self.root.configure(bg=COLORS["bg_main"])
        self.root.resizable(False, False)

        # ── Переменные состояния ──
        self.expression = ""          # текущее выражение (отображается)
        self.angle_mode = "DEG"       # режим углов: DEG или RAD
        self.last_answer = 0          # последний результат (Ans)
        self.history_expr = ""        # строка-история (прошлое выражение)

        # ── Построение интерфейса ──
        self._build_display()
        self._build_mode_bar()
        self._build_buttons()

        # ── Привязка клавиатуры ──
        self.root.bind("<Key>", self._on_key_press)

        # Центрирование окна
        self.root.update_idletasks()
        self._center_window(self.root)

    # ─────────────────── Центрирование окна на экране ─────────────────────────

    @staticmethod
    def _center_window(win):
        """Размещает окно по центру экрана."""
        win.update_idletasks()
        w = win.winfo_width()
        h = win.winfo_height()
        x = (win.winfo_screenwidth() // 2) - (w // 2)
        y = (win.winfo_screenheight() // 2) - (h // 2)
        win.geometry(f"+{x}+{y}")

    # ─────────────────── ДИСПЛЕЙ (два поля: выражение + результат) ─────────────

    def _build_display(self):
        """Создаёт область дисплея калькулятора."""
        frame = tk.Frame(self.root, bg=COLORS["bg_display"], pady=8, padx=12)
        frame.pack(fill="x", padx=6, pady=(6, 0))

        # Верхняя строка — введённое выражение / история
        self.lbl_expression = tk.Label(
            frame, text="", font=("Consolas", 14),
            anchor="e", bg=COLORS["bg_display"], fg=COLORS["fg_expr"]
        )
        self.lbl_expression.pack(fill="x")

        # Нижняя строка — текущий ввод / результат
        self.lbl_result = tk.Label(
            frame, text="0", font=("Consolas", 28, "bold"),
            anchor="e", bg=COLORS["bg_display"], fg=COLORS["fg_result"]
        )
        self.lbl_result.pack(fill="x")

    # ─────────────────── ПАНЕЛЬ РЕЖИМА (DEG / RAD + кнопка «Змейка») ──────────

    def _build_mode_bar(self):
        """Строит панель переключения DEG/RAD и кнопку игры."""
        bar = tk.Frame(self.root, bg=COLORS["bg_main"])
        bar.pack(fill="x", padx=6, pady=(4, 0))

        # Кнопка переключения режима углов
        self.btn_mode = tk.Button(
            bar, text="DEG", font=("Consolas", 11, "bold"), width=6,
            bg="#89b4fa", fg=COLORS["bg_main"], bd=0, relief="flat",
            activebackground="#74c7ec", cursor="hand2",
            command=self._toggle_angle_mode
        )
        self.btn_mode.pack(side="left", padx=(0, 4))

        # Кнопка «Змейка 🐍»
        btn_snake = tk.Button(
            bar, text="🐍 Змейка", font=("Consolas", 11, "bold"), width=12,
            bg=COLORS["btn_game"], fg=COLORS["btn_game_fg"], bd=0,
            relief="flat", activebackground="#e0a070", cursor="hand2",
            command=self._open_snake_game
        )
        btn_snake.pack(side="right")

    def _toggle_angle_mode(self):
        """Переключает режим углов DEG ↔ RAD."""
        if self.angle_mode == "DEG":
            self.angle_mode = "RAD"
            self.btn_mode.config(text="RAD", bg="#f9e2af")
        else:
            self.angle_mode = "DEG"
            self.btn_mode.config(text="DEG", bg="#89b4fa")

    # ─────────────────── СЕТКА КНОПОК ─────────────────────────────────────────

    def _build_buttons(self):
        """
        Создаёт все кнопки калькулятора в виде сетки.
        Каждая кнопка описывается кортежем:
            (текст, категория, действие_или_значение, colspan)
        """
        frame = tk.Frame(self.root, bg=COLORS["bg_main"])
        frame.pack(fill="both", expand=True, padx=6, pady=6)

        # Описание раскладки кнопок (построчно)
        layout = [
            # Ряд 0 — научные функции (верхний)
            [("sin",  "func", "sin("),  ("cos",  "func", "cos("),
             ("tan",  "func", "tan("),  ("π",    "func", "π"),
             ("e",    "func", "e")],
            # Ряд 1
            [("asin", "func", "asin("), ("acos", "func", "acos("),
             ("atan", "func", "atan("), ("ln",   "func", "ln("),
             ("log",  "func", "log(")],
            # Ряд 2
            [("x²",  "func", "²"),      ("√",    "func", "√("),
             ("xⁿ",  "func", "^("),     ("n!",   "func", "!"),
             ("exp",  "func", "exp(")],
            # Ряд 3
            [("(",   "op",   "("),      (")",    "op",   ")"),
             ("|x|", "func", "abs("),   ("%",    "op",   "%"),
             ("±",   "func", "±")],
            # Ряд 4 — цифры и операторы
            [("7",   "num",  "7"),      ("8",    "num",  "8"),
             ("9",   "num",  "9"),      ("÷",    "op",   "÷"),
             ("C",   "clear","C")],
            # Ряд 5
            [("4",   "num",  "4"),      ("5",    "num",  "5"),
             ("6",   "num",  "6"),      ("×",    "op",   "×"),
             ("⌫",   "clear","⌫")],
            # Ряд 6
            [("1",   "num",  "1"),      ("2",    "num",  "2"),
             ("3",   "num",  "3"),      ("−",    "op",   "−"),
             ("Ans",  "func", "Ans")],
            # Ряд 7
            [("0",   "num",  "0"),      (".",    "num",  "."),
             ("×10ⁿ","func", "×10^("), ("+",    "op",   "+"),
             ("=",   "equal","=")],
        ]

        for r, row in enumerate(layout):
            for c, (text, cat, value) in enumerate(row):
                self._make_button(frame, text, cat, value, r, c)

        # Равномерное растяжение колонок
        for c in range(5):
            frame.columnconfigure(c, weight=1)
        for r in range(len(layout)):
            frame.rowconfigure(r, weight=1)

    def _make_button(self, parent, text, category, value, row, col, colspan=1):
        """Создаёт одну стилизованную кнопку и помещает в сетку."""
        # Выбор цветов по категории
        style_map = {
            "num":   (COLORS["btn_number"],   COLORS["btn_number_fg"]),
            "op":    (COLORS["btn_operator"], COLORS["btn_operator_fg"]),
            "func":  (COLORS["btn_function"], COLORS["btn_function_fg"]),
            "equal": (COLORS["btn_equal"],    COLORS["btn_equal_fg"]),
            "clear": (COLORS["btn_clear"],    COLORS["btn_clear_fg"]),
        }
        bg, fg = style_map.get(category, (COLORS["btn_number"], COLORS["btn_number_fg"]))

        btn = tk.Button(
            parent, text=text, font=("Consolas", 13, "bold"),
            bg=bg, fg=fg, bd=0, relief="flat",
            activebackground=COLORS["btn_hover"], activeforeground=fg,
            cursor="hand2",
            command=lambda v=value: self._on_button_click(v)
        )
        btn.grid(row=row, column=col, columnspan=colspan,
                 sticky="nsew", padx=2, pady=2, ipady=10)

        # Эффект наведения мыши
        btn.bind("<Enter>", lambda e, b=btn, c=bg: b.config(bg=COLORS["btn_hover"]))
        btn.bind("<Leave>", lambda e, b=btn, c=bg: b.config(bg=c))

    # ─────────────────── ОБРАБОТКА НАЖАТИЙ ────────────────────────────────────

    def _on_button_click(self, value: str):
        """Обрабатывает нажатие любой кнопки."""
        if value == "C":
            # Полная очистка
            self.expression = ""
            self.history_expr = ""
            self._update_display("0")
        elif value == "⌫":
            # Удаление последнего символа / токена
            self.expression = self._backspace(self.expression)
            self._update_display(self.expression if self.expression else "0")
        elif value == "=":
            self._evaluate()
        elif value == "±":
            self._negate()
        elif value == "Ans":
            self.expression += str(self.last_answer)
            self._update_display(self.expression)
        else:
            self.expression += value
            self._update_display(self.expression)

    def _backspace(self, expr: str) -> str:
        """
        Умное удаление: если выражение заканчивается на имя функции
        (например, 'sin('), удаляем целиком; иначе — один символ.
        """
        functions = ["sin(", "cos(", "tan(", "asin(", "acos(", "atan(",
                     "ln(", "log(", "exp(", "abs(", "√(", "^(", "×10^("]
        for fn in sorted(functions, key=len, reverse=True):
            if expr.endswith(fn):
                return expr[:-len(fn)]
        return expr[:-1] if expr else ""

    # ─────────────────── СМЕНА ЗНАКА ──────────────────────────────────────────

    def _negate(self):
        """
        Меняет знак последнего числа в выражении.
        Если выражение пустое или заканчивается оператором — добавляет '(-'.
        """
        if not self.expression:
            self.expression = "(-"
            self._update_display(self.expression)
            return

        # Пытаемся найти последнее число
        match = re.search(r'(\d+\.?\d*)$', self.expression)
        if match:
            start = match.start()
            # Проверяем, есть ли перед числом «(-»
            if start >= 2 and self.expression[start - 2:start] == "(-":
                self.expression = self.expression[:start - 2] + self.expression[start:]
            else:
                self.expression = self.expression[:start] + "(-" + self.expression[start:]
        else:
            self.expression += "(-"
        self._update_display(self.expression)

    # ─────────────────── ВЫЧИСЛЕНИЕ ВЫРАЖЕНИЯ ─────────────────────────────────

    def _evaluate(self):
        """
        Преобразует пользовательское выражение в вычисляемое Python-выражение
        и безопасно его считает.
        """
        expr = self.expression
        if not expr.strip():
            return

        display_expr = expr  # сохраняем для истории

        try:
            result = self._safe_eval(expr)
            # Форматирование результата
            if isinstance(result, float):
                if result == int(result) and abs(result) < 1e15:
                    result_str = str(int(result))
                else:
                    result_str = f"{result:.10g}"
            else:
                result_str = str(result)

            self.last_answer = result
            self.history_expr = display_expr + " ="
            self.expression = result_str
            self.lbl_expression.config(text=self.history_expr)
            self.lbl_result.config(text=result_str)

        except ZeroDivisionError:
            self._show_error("Деление на ноль")
        except ValueError as ve:
            self._show_error(f"Ошибка значения: {ve}")
        except OverflowError:
            self._show_error("Переполнение")
        except Exception as ex:
            self._show_error(f"Ошибка: {ex}")

    def _safe_eval(self, expr: str):
        """
        Преобразует строку калькулятора в безопасное Python-выражение.
        Используем ограниченный набор имён (без доступа к builtins).
        """
        # ── Замены символов на Python-операторы ──
        expr = expr.replace("÷", "/")
        expr = expr.replace("×", "*")
        expr = expr.replace("−", "-")
        expr = expr.replace("π", "(math.pi)")
        expr = expr.replace("e", "(math.e)")
        expr = expr.replace("²", "**2")
        expr = expr.replace("^", "**")
        expr = expr.replace("×10**(", "*10**(")    # научная нотация

        # ── Обработка процента: число% → (число/100) ──
        expr = re.sub(r'(\d+\.?\d*)%', r'(\1/100)', expr)

        # ── Обработка факториала: число! → math.factorial(число) ──
        expr = re.sub(r'(\d+)!', r'math.factorial(\1)', expr)

        # ── Тригонометрические и другие функции ──
        # В зависимости от режима (DEG/RAD) оборачиваем аргумент
        if self.angle_mode == "DEG":
            # Прямые триг. функции: sin(x) → math.sin(math.radians(x))
            for fn in ["sin", "cos", "tan"]:
                expr = expr.replace(f"{fn}(", f"math.{fn}(math.radians(")
                # Нужно добавить закрывающую скобку для radians
                # Делаем это после всех замен — через подсчёт скобок
            # Обратные триг.: asin(x) → math.degrees(math.asin(x))
            for fn in ["asin", "acos", "atan"]:
                expr = expr.replace(f"{fn}(", f"math.d(math.{fn}(")
        else:
            # RAD — просто заменяем на math.*
            for fn in ["sin", "cos", "tan", "asin", "acos", "atan"]:
                expr = expr.replace(f"{fn}(", f"math.{fn}(")

        expr = expr.replace("ln(", "math.log(")
        expr = expr.replace("log(", "math.log10(")
        expr = expr.replace("√(", "math.sqrt(")
        expr = expr.replace("abs(", "abs(")
        expr = expr.replace("(math.e)xp(", "math.exp(")  # fix 'e' replacement in 'exp'

        # ── Автозакрытие скобок ──
        open_count = expr.count("(")
        close_count = expr.count(")")
        expr += ")" * (open_count - close_count)

        # ── Для DEG-режима — добавляем закрывающие скобки для radians/degrees ──
        if self.angle_mode == "DEG":
            # Каждый math.sin(math.radians(... нуждается в дополнительной ')' перед закрытием sin
            # Используем промежуточную функцию-обёртку
            expr = expr.replace("math.d(", "__deg__(")

        # ── Неявное умножение: 2π → 2*π,  )(  →  )*( ──
        expr = re.sub(r'(\d)$$', r'\1*(', expr)
        expr = re.sub(r'$$\(', r')*(', expr)

        # ── Безопасный eval с ограниченным пространством имён ──
        allowed = {
            "math": math,
            "abs": abs,
            "__deg__": lambda x: math.degrees(x),
            "__builtins__": {},
        }

        return eval(expr, allowed)

    def _show_error(self, msg: str):
        """Отображает ошибку на дисплее."""
        self.lbl_expression.config(text=self.expression)
        self.lbl_result.config(text=msg)
        self.expression = ""

    # ─────────────────── ОБНОВЛЕНИЕ ДИСПЛЕЯ ───────────────────────────────────

    def _update_display(self, text: str):
        """Обновляет нижнюю строку дисплея."""
        self.lbl_result.config(text=text)

    # ─────────────────── ВВОД С КЛАВИАТУРЫ ────────────────────────────────────

    def _on_key_press(self, event):
        """Обработчик клавиатурного ввода."""
        key = event.char
        keysym = event.keysym

        if key in "0123456789.()+-":
            self._on_button_click(key)
        elif key == "*":
            self._on_button_click("×")
        elif key == "/":
            self._on_button_click("÷")
        elif key == "^":
            self._on_button_click("^(")
        elif key == "%":
            self._on_button_click("%")
        elif keysym == "Return" or keysym == "KP_Enter":
            self._on_button_click("=")
        elif keysym == "BackSpace":
            self._on_button_click("⌫")
        elif keysym == "Escape":
            self._on_button_click("C")

    # ─────────────────── ЗАПУСК ИГРЫ «ЗМЕЙКА» ────────────────────────────────

    def _open_snake_game(self):
        """Открывает новое окно с игрой Змейка."""
        SnakeGame(self.root)


# ═══════════════════════════════════════════════════════════════════════════════
#                          КЛАСС ИГРЫ «ЗМЕЙКА»
# ═══════════════════════════════════════════════════════════════════════════════

class SnakeGame:
    """
    Классическая игра «Змейка» в отдельном окне.
    Управление: стрелки клавиатуры.
    Столкновение со стеной или своим хвостом — конец игры.
    """

    # Настройки игрового поля
    CELL_SIZE = 20          # размер одной клетки (пикселей)
    COLS = 25               # количество колонок
    ROWS = 20               # количество строк
    SPEED_INITIAL = 120     # начальная скорость (мс между кадрами)
    SPEED_MIN = 60          # максимальная скорость
    SPEED_STEP = 2          # ускорение за каждое яблоко

    # Цвета
    COLOR_BG = "#0f0f1a"
    COLOR_GRID = "#1a1a2e"
    COLOR_SNAKE_HEAD = "#a6e3a1"
    COLOR_SNAKE_BODY = "#74c7a4"
    COLOR_FOOD = "#f38ba8"
    COLOR_FOOD_GLOW = "#f5c2e7"
    COLOR_TEXT = "#cdd6f4"

    def __init__(self, parent):
        self.window = tk.Toplevel(parent)
        self.window.title("🐍 Змейка")
        self.window.resizable(False, False)
        self.window.configure(bg=self.COLOR_BG)

        # Ширина и высота канваса
        self.width = self.COLS * self.CELL_SIZE
        self.height = self.ROWS * self.CELL_SIZE

        # ── Верхняя панель: счёт + рекорд ──
        top = tk.Frame(self.window, bg=self.COLOR_BG)
        top.pack(fill="x", padx=10, pady=(10, 0))

        self.lbl_score = tk.Label(
            top, text="Счёт: 0", font=("Consolas", 14, "bold"),
            bg=self.COLOR_BG, fg=self.COLOR_TEXT
        )
        self.lbl_score.pack(side="left")

        self.lbl_best = tk.Label(
            top, text="Рекорд: 0", font=("Consolas", 14),
            bg=self.COLOR_BG, fg="#89b4fa"
        )
        self.lbl_best.pack(side="right")

        # ── Игровое поле (Canvas) ──
        self.canvas = tk.Canvas(
            self.window, width=self.width, height=self.height,
            bg=self.COLOR_BG, highlightthickness=1, highlightbackground="#313244"
        )
        self.canvas.pack(padx=10, pady=10)

        # ── Кнопки управления ──
        bottom = tk.Frame(self.window, bg=self.COLOR_BG)
        bottom.pack(fill="x", padx=10, pady=(0, 10))

        self.btn_start = tk.Button(
            bottom, text="▶  Новая игра", font=("Consolas", 12, "bold"),
            bg="#a6e3a1", fg="#1e1e2e", bd=0, cursor="hand2", width=16,
            command=self._start_game
        )
        self.btn_start.pack(side="left", padx=(0, 5))

        btn_close = tk.Button(
            bottom, text="✕  Закрыть", font=("Consolas", 12, "bold"),
            bg="#f38ba8", fg="#1e1e2e", bd=0, cursor="hand2", width=16,
            command=self.window.destroy
        )
        btn_close.pack(side="right")

        # ── Привязка клавиш ──
        self.window.bind("<Key>", self._on_key)

        # ── Состояние ──
        self.snake = []
        self.direction = "Right"
        self.next_direction = "Right"
        self.food = None
        self.score = 0
        self.best_score = 0
        self.running = False
        self.speed = self.SPEED_INITIAL
        self._after_id = None  # id таймера для корректной отмены

        # Рисуем приветственный экран
        self._draw_welcome()

        # Фокус для приёма клавиш
        self.window.focus_force()

        # Центрирование
        self.window.update_idletasks()
        EngineeringCalculator._center_window(self.window)

    # ─────────────────── ПРИВЕТСТВЕННЫЙ ЭКРАН ─────────────────────────────────

    def _draw_welcome(self):
        """Начальный экран с подсказкой."""
        self.canvas.delete("all")
        self._draw_grid()
        cx, cy = self.width // 2, self.height // 2
        self.canvas.create_text(
            cx, cy - 30, text="🐍 ЗМЕЙКА", font=("Consolas", 28, "bold"),
            fill=self.COLOR_SNAKE_HEAD
        )
        self.canvas.create_text(
            cx, cy + 20, text="Нажмите «Новая игра» или Enter",
            font=("Consolas", 13), fill=self.COLOR_TEXT
        )
        self.canvas.create_text(
            cx, cy + 50, text="Управление: ← ↑ → ↓",
            font=("Consolas", 12), fill="#6c7086"
        )

    # ─────────────────── ИНИЦИАЛИЗАЦИЯ НОВОЙ ИГРЫ ─────────────────────────────

    def _start_game(self):
        """Запускает (или перезапускает) игру."""
        # Отмена предыдущего таймера
        if self._after_id:
            self.window.after_cancel(self._after_id)
            self._after_id = None

        # Начальное положение змейки (центр поля, 3 сегмента)
        mid_x = self.COLS // 2
        mid_y = self.ROWS // 2
        self.snake = [(mid_x, mid_y), (mid_x - 1, mid_y), (mid_x - 2, mid_y)]
        self.direction = "Right"
        self.next_direction = "Right"
        self.score = 0
        self.speed = self.SPEED_INITIAL
        self.running = True

        self.lbl_score.config(text="Счёт: 0")
        self.btn_start.config(text="⟳  Заново")

        self._place_food()
        self._game_loop()

    # ─────────────────── ОСНОВНОЙ ИГРОВОЙ ЦИКЛ ───────────────────────────────

    def _game_loop(self):
        """Один шаг игры: движение → проверка → отрисовка → рекурсивный вызов."""
        if not self.running:
            return

        self._move_snake()

        if self._check_collision():
            self._game_over()
            return

        # Проверяем, съела ли змейка еду
        if self.snake[0] == self.food:
            self.score += 1
            self.lbl_score.config(text=f"Счёт: {self.score}")
            self._place_food()
            # Ускорение
            self.speed = max(self.SPEED_MIN, self.speed - self.SPEED_STEP)
        else:
            self.snake.pop()  # убираем хвост (змейка не растёт)

        self._draw()

        # Планируем следующий кадр
        self._after_id = self.window.after(self.speed, self._game_loop)

    # ─────────────────── ДВИЖЕНИЕ ─────────────────────────────────────────────

    def _move_snake(self):
        """Двигает змейку на один шаг в текущем направлении."""
        self.direction = self.next_direction
        hx, hy = self.snake[0]
        moves = {
            "Up":    (0, -1),
            "Down":  (0,  1),
            "Left":  (-1, 0),
            "Right": (1,  0),
        }
        dx, dy = moves[self.direction]
        new_head = (hx + dx, hy + dy)
        self.snake.insert(0, new_head)

    # ─────────────────── КОЛЛИЗИИ ─────────────────────────────────────────────

    def _check_collision(self) -> bool:
        """Проверяет столкновение со стеной или собственным хвостом."""
        hx, hy = self.snake[0]
        # Стена
        if hx < 0 or hx >= self.COLS or hy < 0 or hy >= self.ROWS:
            return True
        # Хвост (голова уже в списке — проверяем дубликат)
        if self.snake[0] in self.snake[1:]:
            return True
        return False

    # ─────────────────── РАЗМЕЩЕНИЕ ЕДЫ ──────────────────────────────────────

    def _place_food(self):
        """Помещает еду в случайную свободную клетку."""
        while True:
            pos = (random.randint(0, self.COLS - 1),
                   random.randint(0, self.ROWS - 1))
            if pos not in self.snake:
                self.food = pos
                return

    # ─────────────────── ОТРИСОВКА ────────────────────────────────────────────

    def _draw(self):
        """Полная перерисовка игрового поля."""
        self.canvas.delete("all")
        self._draw_grid()
        self._draw_food()
        self._draw_snake()

    def _draw_grid(self):
        """Рисует лёгкую сетку."""
        for x in range(0, self.width, self.CELL_SIZE):
            self.canvas.create_line(x, 0, x, self.height, fill=self.COLOR_GRID)
        for y in range(0, self.height, self.CELL_SIZE):
            self.canvas.create_line(0, y, self.width, y, fill=self.COLOR_GRID)

    def _draw_snake(self):
        """Рисует змейку (голова — ярче, тело — чуть темнее)."""
        cs = self.CELL_SIZE
        for i, (x, y) in enumerate(self.snake):
            color = self.COLOR_SNAKE_HEAD if i == 0 else self.COLOR_SNAKE_BODY
            pad = 1 if i == 0 else 2  # голова чуть крупнее
            self.canvas.create_rectangle(
                x * cs + pad, y * cs + pad,
                (x + 1) * cs - pad, (y + 1) * cs - pad,
                fill=color, outline=""
            )
        # Глаза на голове
        hx, hy = self.snake[0]
        cx = hx * cs + cs // 2
        cy = hy * cs + cs // 2
        offsets = {
            "Up":    [(-3, -3), (3, -3)],
            "Down":  [(-3,  3), (3,  3)],
            "Left":  [(-3, -3), (-3, 3)],
            "Right": [(3, -3),  (3,  3)],
        }
        for ox, oy in offsets.get(self.direction, [(0, 0)]):
            self.canvas.create_oval(
                cx + ox - 2, cy + oy - 2, cx + ox + 2, cy + oy + 2,
                fill="#1e1e2e", outline=""
            )

    def _draw_food(self):
        """Рисует еду с эффектом «свечения»."""
        if not self.food:
            return
        cs = self.CELL_SIZE
        fx, fy = self.food
        # Свечение (полупрозрачный круг побольше)
        self.canvas.create_oval(
            fx * cs - 2, fy * cs - 2,
            (fx + 1) * cs + 2, (fy + 1) * cs + 2,
            fill=self.COLOR_FOOD_GLOW, outline=""
        )
        # Само «яблоко»
        self.canvas.create_oval(
            fx * cs + 3, fy * cs + 3,
            (fx + 1) * cs - 3, (fy + 1) * cs - 3,
            fill=self.COLOR_FOOD, outline=""
        )

    # ─────────────────── КОНЕЦ ИГРЫ ───────────────────────────────────────────

    def _game_over(self):
        """Обработка конца игры."""
        self.running = False
        if self.score > self.best_score:
            self.best_score = self.score
            self.lbl_best.config(text=f"Рекорд: {self.best_score}")

        # Рисуем экран Game Over
        self._draw()
        cx, cy = self.width // 2, self.height // 2
        # Затемнение
        self.canvas.create_rectangle(
            0, cy - 50, self.width, cy + 55,
            fill="#11111b", outline="", stipple="gray50"
        )
        self.canvas.create_text(
            cx, cy - 20, text="GAME OVER",
            font=("Consolas", 26, "bold"), fill="#f38ba8"
        )
        self.canvas.create_text(
            cx, cy + 15, text=f"Счёт: {self.score}",
            font=("Consolas", 16), fill=self.COLOR_TEXT
        )
        self.canvas.create_text(
            cx, cy + 40, text="Нажмите Enter для новой игры",
            font=("Consolas", 11), fill="#6c7086"
        )

    # ─────────────────── УПРАВЛЕНИЕ КЛАВИШАМИ ─────────────────────────────────

    def _on_key(self, event):
        """Обработка нажатий клавиш в окне игры."""
        keysym = event.keysym

        # Запуск/рестарт по Enter
        if keysym in ("Return", "KP_Enter"):
            self._start_game()
            return

        # Запрещаем разворот на 180°
        opposites = {"Up": "Down", "Down": "Up", "Left": "Right", "Right": "Left"}
        if keysym in opposites and self.running:
            if opposites[keysym] != self.direction:
                self.next_direction = keysym

        # WASD-поддержка
        wasd = {"w": "Up", "s": "Down", "a": "Left", "d": "Right"}
        if keysym in wasd and self.running:
            mapped = wasd[keysym]
            if opposites[mapped] != self.direction:
                self.next_direction = mapped


# ═══════════════════════════════════════════════════════════════════════════════
#                            ТОЧКА ВХОДА
# ═══════════════════════════════════════════════════════════════════════════════

def main():
    root = tk.Tk()

    # Иконка окна (текстовый fallback для кросс-платформенности)
    try:
        root.iconname("Calc")
    except Exception:
        pass

    app = EngineeringCalculator(root)
    root.mainloop()


if __name__ == "__main__":
    main()

Итог

Первый этап

Второй этап

Третий этап

Четвертый этап

Сумма

ChatGPT 5.4

2,5 балла / 25 рублей

3 балла / 24 рублей

3 балла / 15 рублей

3 балла / 48 рублей

11,5 баллов / 112 рублей

Gemini 3.1 Pro

3 балла / 20 рублей

2 балла / 16 рублей

3 балла / 22 рубля

2,5 балла / 29 рублей

10,5 баллов / 87 рублей

Claude Opus 4.6

3 балла / 68 рублей

2 балла / 38 рублей

3 балла / 29 рублей

2 балла / 73 рубля

10 баллов / 208 рублей

Итог прозрачен – победил ChatGPT 5.4. Что немного меня удивляет. В предыдущих столкновениях он был на втором-третьем месте, а тут выбился в лидеры.

Цена, важный параметр. Тут уже лидирует Gemini 3.1 Pro. Хоть модель и допустила промашку в разделе с программированием, в остальном все придирки – мое личное мнение.

Claude Opus 4.6 же показал сегодня самый худший результат за все время моего использования им. Дело даже не в цене, а в самих ответах. Раньше было лучше.

Спасибо за прочтение!

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  • 15.06.26 13:05 James willson

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  • 15.06.26 13:06 Tansy

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  • 15.06.26 13:08 Sarahy billy

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  • 15.06.26 13:12 Cole donald

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  • 15.06.26 13:16 Meral Yetkiner

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  • 15.06.26 13:18 Silas Olsen

    A fraudulent investment scheme operated by BTCMining.limited functions as a fake return scam. In this setup, scammers lure victims with false promises of high returns. Through manipulative tactics, they gain individuals' trust and convince them to invest, ultimately leading to financial loss. If you have ever faced a cyber threat or fallen victim to an online crypto scam and need to reach the authorities, I recommend contacting [email protected]. They are a legitimate team that helps victims of online crypto scams using advanced tools.

  • 15.06.26 13:59 Ewaguz

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  • 15.06.26 14:16 Martina k.

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  • 15.06.26 14:18 Garrison Good

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  • 15.06.26 14:22 Sallymarch

    Never grant API keys with withdrawal permissions to any third-party software. This is how crypto arbitrage bots steal your funds. If you have already done this, revoke all API keys immediately. Then check your exchange transaction history. CryptoArb AI drained €7,800 from my account within hours. FundsRetriever reverse-engineered the bot's code, traced the scammer's wallet, and recovered everything. Always use "read-only" API permissions only. If you made the mistake, act fast. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 14:23 Glennrobble

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  • 15.06.26 14:25 Evan Garrison

    Cloud mining contracts are almost always too good to be true. I learned that the hard way with MineMax. First two months, small daily payouts. Then "maintenance fees" ate everything. Then my account was frozen. Then the website disappeared. I was heartbroken. FundsRetriever traced my payments through three shell companies to a real bank account. They froze it and got my €11,000 back. Recovery is possible even from complex scams. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 14:26 Ewaguz

    That 100% deposit bonus looks tempting, doesn't it? I took it. Big mistake. When I tried to withdraw my €4,500, Olymp Trade demanded I trade 50 times the bonus amount. Impossible by design. My money was trapped. FundsRetriever reviewed the terms and found they violated consumer protection laws in my country. They negotiated directly with Olymp Trade's legal team. Within a week, my funds were released. My advice? Never accept bonuses. But if you're already trapped, call [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 16:34 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.06.26 16:34 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.06.26 16:41 Louane Mercier

    It is crucial to act quickly and consult a reputable, experienced recovery specialist who will support you throughout the entire recovery process. You must provide them with transaction evidence, scammer information, and any other relevant details that could aid the investigation. With this data, the experts can trace and attempt to recover your funds from the scammers' concealed accounts or wallets. R£sQprofirm company offers recovery assistance with no upfront fees. Contact them via Telegram (@ResQprofirm), WhatsApp (+19852969146), or email ([email protected]).

  • 15.06.26 16:45 Andrés Montero

    I’m open about my experience with Bitcoin investment and losing money to scammers. That said, it is possible to recover stolen Bitcoin. I used to think recovery was impossible because that’s what I had been told. But last October, I fell for a forex scam promising extremely high returns and ended up losing nearly $87,600. After searching for help for a month, I came across a Reddit article about recovering stolen cryptocurrency. I reached out to the contact provided: [email protected] and WhatsApp +19852969146. I was scared and skeptical, having heard many bad stories, but I decided to give them a try. To my amazement, I got all my stolen Bitcoin back within a very short time. I’m not sure if I’m allowed to post links here, but you can reach out to them if you also need help.

  • 15.06.26 16:48 Olivia Sørensen

    Several months ago, investing in Bitcoin proved to be one of my most lucrative endeavors. I achieved considerable profits across multiple platforms and felt a strong sense of accomplishment. Unfortunately, the situation deteriorated when I inadvertently engaged with a fraudulent Bitcoin platform. This entity swindled me out of $92,000 USD, refused to honor my withdrawal requests, and persistently demanded further deposits. Fortunately, I encountered (R£SQPRO FIRM) online. After reporting my case to them, they acted promptly and effectively recovered my lost Bitcoin. I am sincerely grateful for their professionalism and continuous assistance. Contact: ResQprofirm AT aol.com, Telegram @resqprofirm, WhatsApp +1 9 8 5 2 9 6 9 1 4 6.

  • 15.06.26 16:51 Viljar Yohannes

    I'm willing to share my experience with Bitcoin investment and losing money to scammers. But yes, recovering stolen Bitcoin is possible. I never believed in Bitcoin recovery myself, because I was told it couldn't be done. Then, last October, I fell for a forex scam that promised unrealistically high returns, and I ended up losing nearly $70,000. I searched for help for about a month until I finally found a Reddit article about recovering stolen cryptocurrency. I reached out to the contact mentioned: [RESQPROFIRM [at] AOL DOT com] and [WhatsApp +19852969146]. I was scared and skeptical because I'd heard horror stories, but I decided to give them a try. To my surprise, I got all my stolen Bitcoin back from the scammers in a very short time. I'm not sure if I'm allowed to post links here, but you can contact them if you need help too.

  • 15.06.26 16:58 Guimar da Rosa

    Withdrawal troubles shouldn’t stress you out. I faced a similar problem, and this firm stepped in and recovered my funds. Their support truly mattered. Contact them: [ResQProFirm @aol.com] telegram @resqprofirm, WhatsApp: <+198> <5296> <9146>.

  • 15.06.26 17:03 Andrea Escalante

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  • 16.06.26 11:40 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 16.06.26 11:43 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 16.06.26 13:37 Felix Steve

    MY CRYPTO WAS STOLEN – HERE'S HOW I GOT IT BACK I'm Felix Steve from Canada, and I lost $115,000 USDC to a fraudulent broker who locked me out of my wallet. After sleepless nights, a friend told me about RESQPROFIRM Recovery Service. I sent them my wallet addresses, transaction history, and chat logs. Their team used blockchain tracking to trace the stolen funds, identified the scammer's wallet, and froze the assets before they could be moved. Within 24 hours, most of my crypto was recovered. I can't thank them enough. If you need help, reach out via WhatsApp: +19852969146, email: [email protected], or TG: @resqprofirm.

  • 16.06.26 13:45 Wills ben

    SUCCESSFUL CRYPTO SCAM RECOVERY – HOW I REGAINED ACCESS TO MY LOST WALLET My name is Felix Steve, and I'm from Canada. I'm sharing my story to help others who have fallen victim to crypto fraud. A few months ago, I was lured into a fake investment scheme promoted by a broker company. With Bitcoin prices climbing, I invested heavily—only to lose $115,000 USDC when the broker locked me out of my wallet and assets. It was a harrowing experience that left me sleepless and desperate. Crypto scams are on the rise, often involving bogus trading platforms, phishing, and misleading promises. In my search for help, a fellow crypto enthusiast recommended RESQPROFIRM Recovery Service, which specializes in recovering lost or stolen funds. After checking their reviews, I reached out and supplied all the evidence—wallet addresses, transaction records, and communication logs. Their team responded immediately and launched an investigation. Using advanced blockchain tracking, they traced the stolen funds, pinpointed the scammer's wallet, and worked with authorities to freeze the assets in time. Remarkably, within just 24 hours, RESQPROFIRM recovered the bulk of my stolen crypto. I was overwhelmed with relief and gratitude. Their professionalism, transparency, and steady communication made all the difference during a very dark period. If you've been scammed, I wholeheartedly recommend contacting them via WhatsApp: +19852969146, email: [email protected], or Telegram: @resqprofirm.

  • 18.06.26 13:31 Noemi Bernard

    I never expected such outstanding results. The outcome far exceeded my expectations, and I am extremely satisfied with the successful recovery of my stolen funds totaling $49,360 from my blockchain wallet. I hold this team in the highest regard. Without a doubt, they are among the most dedicated professionals in the field of fund recovery. Keep up the exceptional work! Email: [email protected] WhatsApp: +1 985 296 9146

  • 18.06.26 13:35 Carter Morris

    My experience improved significantly thanks to ResQprofirm's expert assistance and attentive customer care. Their professionalism was evident every step of the way they were able to track and recover my stolen crypto $88,360, email: [email protected], WhatsApp +19852969146.

  • 18.06.26 13:40 Kuybida Andriyiv

    I recovered my $232,000 refund through the assistance of [email protected] and WhatsApp +19852969146. Their guidance was very helpful.

  • 20.06.26 14:57 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 20.06.26 14:57 michaeldavenport218

    I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 21.06.26 11:09 Maurizio Rolland

    I would like to express my sincere appreciation to RESQPRO FIRM for their outstanding assistance in helping victims of online fraud. Many scammers deceive investors by blocking withdrawals and continuously demanding additional deposits, making the loss of hard-earned funds a painful experience. Fortunately, RESQPRO FIRM provides support to individuals seeking to recover funds lost to fraudulent online schemes. Contact: Email: RESQPRO FIRM at Gmail Telegram: RESQPROFIRM, [email protected], WhatsApp: +1 985 296 9146

  • 21.06.26 11:13 Buse Fahri

    It is important for more people to stand together in the fight against online fraud. Those who target innocent individuals especially vulnerable people such as seniors should be held fully accountable for their actions. Every effort to raise awareness and support victims makes a meaningful difference. The team at RESQPRO FIRM is committed to helping expose fraudulent schemes and assisting those affected by online scams. Their dedication, persistence, and passion for protecting victims are truly commendable. I sincerely appreciate the hard work and commitment shown toward this mission. Together, we can continue to educate others, support victims, and work toward a safer online environment for everyone. Contact Information: Telegram: RESQPROFIRM WhatsApp: +1 985 296 9146 Email: [email protected], [email protected]

  • 21.06.26 11:16 علیرضا گلشن

    The successful recovery of my stolen funds, totaling $1,310,000, would not have been possible without your unwavering support, dedication, and tireless efforts. I am truly grateful for the opportunity to work with such a skilled and professional team. From the very beginning, I had confidence in your ability to handle this challenging situation, and you exceeded my expectations by delivering remarkable results. Your expertise, persistence, and commitment throughout the process were exceptional. I encourage you to continue maintaining the high standards of professionalism and excellence that distinguish your work. You exemplify the qualities of a trustworthy, dedicated, and hardworking professional, and your efforts deserve sincere recognition and appreciation. Contact: Email: [email protected], [email protected], Telegram: Resqprofirm WhatsApp: +1 985 296 9146

  • 22.06.26 21:51 kimberlyhebert786

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 22.06.26 21:51 kimberlyhebert786

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 24.06.26 01:25 Fraddy Pual

    I never thought it would happen to me—but I lost $256,100 in Bitcoin through a shady investment deal. I was shattered, panicked, and convinced my savings were gone forever. Just when I was about to give up, I stumbled upon reviews for FUNDSRETRIEVER, a cyber recovery team with a solid reputation. I decided to give it a shot, and to my absolute shock, they recovered every single cent in record time. Working with them was a lifesaver. If you've been tricked by fake investment platforms, don't lose hope—FUNDSRETRIEVER can help. Contact them here: Email: [email protected] | WhatsApp: +1603512144 8| Telegram: @Fundsretriever

  • 24.06.26 01:27 Fraddy Pual

    I never thought it would happen to me—but I lost $256,100 in Bitcoin through a shady investment deal. I was shattered, panicked, and convinced my savings were gone forever. Just when I was about to give up, I stumbled upon reviews for FUNDSRETRIEVER, a cyber recovery team with a solid reputation. I decided to give it a shot, and to my absolute shock, they recovered every single cent in record time. Working with them was a lifesaver. If you've been tricked by fake investment platforms, don't lose hope—FUNDSRETRIEVER can help. Contact them here: Email: [email protected] | WhatsApp: +16035121448 | Telegram: @Fundsretriever

  • 24.06.26 01:28 Fraddy Pual

    I never thought it would happen to me—but I lost $256,100 in Bitcoin through a shady investment deal. I was shattered, panicked, and convinced my savings were gone forever. Just when I was about to give up, I stumbled upon reviews for FUNDSRETRIEVER, a cyber recovery team with a solid reputation. I decided to give it a shot, and to my absolute shock, they recovered every single cent in record time. Working with them was a lifesaver. If you've been tricked by fake investment platforms, don't lose hope—FUNDSRETRIEVER can help. Contact them here: Email: [email protected] | WhatsApp: +16035121448 | Telegram: @Fundsretriever.

  • 24.06.26 01:58 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.06.26 01:58 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.06.26 14:16 Universina da Mota

    Becoming a victim of an investment scam is never anyone's intention it often happens because fraudsters exploit trust and a lack of awareness. I would like to express my sincere gratitude to the dedicated team at ResQpro for their professionalism and commitment to helping victims of online investment fraud. Their efforts in assisting individuals with the recovery of stolen assets and holding scammers accountable are truly commendable. If you need assistance or would like to learn more, you can contact them through: Email: [email protected] Alternative Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 (985) 296-9146

  • 24.06.26 14:21 Elizabeth Thompson

    If you believe you have been the victim of an investment scam, it is important to act promptly and gather all relevant information. Keep records of transaction receipts, wallet addresses, communication logs, account details, and any other evidence related to the incident. Providing accurate documentation can help investigators, financial institutions, legal professionals, or recovery specialists review your case and determine what options may be available. Be cautious of anyone who guarantees the recovery of lost funds or requests large upfront payments. For additional information, you may contact: Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 (985) 296-9146

  • 24.06.26 15:33 Júlia Castro

    If you have fallen victim to an investment scam, it is important to act quickly and gather all available evidence related to the incident. This may include transaction records, wallet addresses, screenshots of conversations, emails, account details, and any information connected to the individuals or entities involved. Having complete documentation can help professionals assess your situation and explore possible recovery options. Always exercise caution when seeking assistance and carefully verify the credentials of any service provider before proceeding. For further information, you may contact: Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 (985) 296-9146

  • 24.06.26 22:01 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 24.06.26 22:01 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 25.06.26 21:13 Emilie Safi

    A fraudulent investment scheme operated by BTCMining.limited functions as a fake return scam. In this setup, scammers lure victims with false promises of high returns. Through manipulative tactics, they gain individuals' trust and convince them to invest, ultimately leading to financial loss. If you have ever faced a cyber threat or fallen victim to an online crypto scam and need to reach the authorities, I recommend contacting [email protected], [email protected], WhatsApp +19852969146, telegram @resqprofirm. They are a legitimate team that helps victims of online crypto scams using advanced tools.

  • 25.06.26 21:25 Emilie Safi

    So I ended up losing $38,000 to this platform. At first, they kept asking me to put in more money so I could get into my portfolio. I did that, but then they wouldn’t let me withdraw anything—just kept asking for more deposits. It got way too suspicious, so I stopped. I found this company called ResQProfirm on Google and told them what happened. They got in touch, asked me to walk them through everything, and I gave them all the proof I had. They did an amazing job tracking down my money and getting it back. Big thanks to them at [email protected] and on WhatsApp at +19852969146. Please be careful out there and always research before investing.

  • 26.06.26 01:04 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 26.06.26 01:04 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 26.06.26 02:48 Miriam Rocha

    I trusted this platform with $120,000 of my hard-earned money. Then they started asking for more deposits just so I could access my own portfolio. I paid, but every withdrawal request was denied. They kept pushing for more money. I finally stopped it just felt wrong. Desperate, I found ResQProfirm on Google. They didn't just hear me out; they truly listened. I shared all my proof, and they launched an investigation. Thanks to their hard work, they tracked and returned my funds. From the bottom of my heart, thank you to [email protected] and their WhatsApp +19852969146. Please stay safe and always verify a platform before investing

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  • 26.06.26 02:56 Asunción Herrera

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  • 26.06.26 15:05 Riley Stephens

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  • 28.06.26 00:37 kimberlyhebertt673

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  • 28.06.26 00:37 kimberlyhebertt673

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

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  • 30.06.26 15:08 wendytaylor015

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  • 30.06.26 15:08 wendytaylor015

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  • 02.07.26 01:22 Lieneke Bonnema

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  • 05.07.26 14:44 lydiassmith567

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  • 05.07.26 14:44 lydiassmith567

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  • 06.07.26 16:20 Olga Ognjanović

    Having trouble withdrawing funds from an investment platform? ResQprofirm provides fund recovery assistance for individuals seeking help with investment-related disputes. I reached out to them after experiencing problems with an investment platform, and I appreciated their professionalism and support throughout the process. If you're facing a similar situation, act promptly, keep records of your transactions and communications, and seek assistance from a qualified recovery service or the appropriate authorities. Contact: Email: [email protected] Telegram: @ResQprofirm WhatsApp: +1 985 296 9146

  • 06.07.26 16:31 Joseph Weigl

    Invest wisely and stay cautious. Don't be influenced by promises of unusually high returns or convincing sales pitches from brokers. I learned this the hard way after falling victim to an investment scam that promised huge profits. Fortunately, I acted quickly and reported the incident to a recovery firm for assistance. Contact: Email: [email protected] Telegram: @Resqprofirm WhatsApp: +1 985 296 9146

  • 06.07.26 16:33 Jaran Løvlien

    A heartfelt thank you to RESQPRO FIRM for their commitment and professionalism throughout the investigation of my case. Their team worked diligently and helped recover assets valued at $88,000, which were returned to my wallet. I truly appreciate their support, clear communication, and dedication, and I'm grateful for the assistance I received. Contact: Email: [email protected] Telegram: @Resqprofirm WhatsApp: +1 985 296 9146

  • 07.07.26 18:00 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 07.07.26 18:01 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text: +1 (336) 390-6684 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.07.26 19:06 Toivo Walli

    I lost 8.56btc to a fake Bitcoin mining site, I tried withdrawing but couldn't approved my process, I reported to !R£SQPROFIRM! via °R£SQproFirm°àt°gmail•com° °tEL£°gram=R£SQprofirm °whaT°Zap+198°52°96°91°46

  • 09.07.26 19:10 Misty Alexander

    Ongoing messages demanding more money before approving withdrawals are a major red flag. Stop engaging and report the incident to a trusted re­covery team. For professional support, you can contact R£sQprofirm using °ResQproFirm°àt°g,*ma'il(•)¢m°, TEL£gram ResQprofirm, or |whaTZap| +1-985-296-9146.

  • 09.07.26 19:13 Clara Soto

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  • 12.07.26 03:30 Kora Baltacha

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  • 13.07.26 23:49 [email protected]

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  • 15.07.26 11:53 Sarah Green

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  • 16.07.26 21:38 patricialovick86

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  • 16.07.26 21:38 patricialovick86

    How To Recover Your Bitcoin Without Falling Victim To Scams: A  Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected]  You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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  • 17.07.26 20:12 martinsjude080

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  • 18.07.26 17:12 Malthe Larsen

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  • 18.07.26 17:42 پریا رضایی

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  • 18.07.26 17:46 Adem Akışık

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  • 18.07.26 23:51 bernalzenaida

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  • 19.07.26 04:10 Fraddy Pual

    I can't thank Fundsretriever enough for everything they did for me. My name is Vanessa Conway, and I'm here to tell you my story of how I recovered money I never thought I'd see again. A few months ago, I put a significant amount of money into what looked like a genuine online investment company. At first, it felt real—they showed me fake profits and convinced me to invest even more. But when I tried to cash out, they went quiet and started asking for extra fees. That's when it hit me—I had been scammed. I was heartbroken, frustrated, and didn't know where to turn. That money was my savings—months of hard work gone. Then I found Fundsretriever online. I reached out, hoping for a miracle. Right away, their team made me feel heard. They were responsive, knowledgeable, and walked me through everything. They didn't just take my case—they took it seriously and kept me in the loop every step of the way. I finally felt like I had real experts fighting for me. And guess what? They actually got my money back. It wasn't instant, and it took teamwork, but it happened. When I saw those funds returned, I cried with joy. I'm sharing this so that anyone else out there who's been scammed knows—don't lose hope. Do your research before investing, and stay far away from platforms that promise too much too fast. And if you've already been stung, don't wait—get professional help immediately. Thank you, Fundsretriever, from the bottom of my heart. You didn't just recover my money—you restored my faith. — Vanessa Conway 📧 [email protected] 📱 WhatsApp: +16035121448 💬 Telegram: @Fundsretriever

  • 19.07.26 19:53 kimberlyhebertt6877

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  • 19.07.26 19:53 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 19.07.26 19:54 kimberlyhebertt6877

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

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