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Н Новости

Голосовой ввод на русско-английском в 2026: WisprFlow, Handy, OpenWhispr, GigaAM v3 — для диктовки нейросетям и кода

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Эта статья будет особенно в кассу тем, кто много общается с нейросетями или кодит с ассистентами — Claude, ChatGPT, Cursor, Claude Code. В этих сценариях голосовой набор экономит реально много времени: объяснить задачу в три абзаца голосом — секунд 30, напечатать — минуты две. Но у русского IT-шника здесь есть нюанс: половина слов английские (push, deploy, pull request, Gemini, Whisper), и модели распознавания об эту смесь стабильно спотыкаются.

Дальше — срез состояния голосового ввода через призму именно этого сценария: диктовка LLM и код на русско-английском, облачные и локальные приложения, свежие модели распознавания речи.

В прошлом году я смотрел ролик Тиаго Форте — создателя концепции Second Brain — где он что-то делал при помощи Claude и показывал утилиту для голосового набора под названием WisprFlow. Она считывала его речь, форматировала, расставляла знаки препинания — прям вообще супер работало.

Сразу загорелся: надо пробовать.

С того момента прошло полгода. За это время — 5+ приложений, один pull request в open source (приняли в main!), бенчмарк двух моделей Whisper и промпт, который починил пунктуацию в 99% случаев. Эта статья — про весь путь. И про то, как те же модели работают для транскрибации записей.

Актуально на апрель 2026 года. Модели и приложения в этой области обновляются быстро — проверяйте версии.

Статья длинная, с техническими деталями. Если нужен быстрый ответ «что поставить» — в конце есть сводная таблица. Но если интересно, как одна модель пишет «research» латиницей, а другая — «ресёрч» кириллицей, и какая из них на самом деле лучше для русского с вкраплениями английского — читайте по порядку.

Зачем голосовой набор, если быстро печатаешь

Я печатаю бегло и по-русски, и по-английски. Но голосом мы говорим со скоростью 150-180 слов в минуту — а это в 2-3 раза быстрее, чем набираем текст.

Крупнейшее исследование скорости набора (Aalto University, 168 000 участников) показало среднюю скорость 52 слова в минуту (WPM). IT-специалисты печатают быстрее, в среднем около 70 WPM. Зак Прозер, developer advocate в Pinecone, замерил конкретно: 90 WPM печатью, 179 голосом. За год надиктовал 180 000 слов в 36 приложениях.

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Конечно, сырая скорость — не всё. После диктовки текст нужно проверить и поправить. Но вот что важно: насколько много правок — зависит от задачи. Если ты диктуешь медицинскую документацию, где каждое слово на вес золота, правки съедают значительную часть выигрыша. Но если ты диктуешь промпт в LLM, сообщение в Telegram или черновик поста — текст не должен быть идеальным. Нейросеть поймёт. Собеседник поймёт. Правок минимум.

Исследования подтверждают: диктовка даёт максимальный выигрыш именно на линейном повествовательном тексте — потоке сознания, email, заметках. На структурированном вводе (формы, шаблоны, код) клавиатура не хуже или даже лучше. А мои основные сценарии — как раз линейный текст: объяснить задачу нейросети на два абзаца, надиктовать длинное сообщение, проговорить идею для статьи.

С появлением вайб-кодинга голосовой набор стал ещё актуальнее. Andrej Karpathy — один из создателей OpenAI, бывший директор AI в Tesla — так описал свой воркфлоу с Cursor в знаменитом твите про vibe coding (3 февраля 2025, 6,8M просмотров):

I just talk to Composer with SuperWhisper so I barely even touch the keyboard

— Andrej Karpathy, X, 3 февраля 2025

Когда ты работаешь с Cursor или Claude Code, большая часть времени уходит на объяснение задачи. Тебе нужно сослаться на файл, описать баг, назвать функцию — и всё это на смеси русского и английского. Если модель распознавания понимает оба языка одновременно — голосовой набор для этого идеален.

А что есть бесплатно из коробки?

Прежде чем тратить деньги, я проверил, что уже есть.

iOS dictation. На айфоне и маке есть встроенный голосовой набор. Слова ловит неплохо, но набирает по одному — получается бесконечный поток сознания, где только первое слово с большой буквы, а дальше ни единой запятой. Можно расставлять знаки препинания голосом — говоришь «точка», «тире», «запятая» — но это, конечно, не то.

Voice Mode в нейросетях. Когда ты общаешься с нейросетью голосом и она голосом отвечает. Это здесь вообще не рассматриваем — нам нужен голосовой набор текста, а не голосовой чат.

Claude. На конец марта 2026 года голосовой ввод в приложении Claude на Windows и Mac работает только на английском. На iPhone — работает с русским, но качество так себе, иногда падает. Видно, что эта функция не в фокусе — по крайней мере для русского языка.

ChatGPT. А вот тут хорошо. На всех платформах — Windows, Mac, iPhone — отлично расшифровывает русскую речь. Вероятно, потому что именно OpenAI в 2022 году разработала семейство моделей Whisper — на сегодня стандарт качества в распознавании речи.

Windows. Формально Win+H поддерживает русский в Windows 11, но качество на уровне «для коротких фраз сойдёт». Для серьёзной диктовки — мимо. Офлайн-распознавание русского в Windows не поддерживается вообще. А Windows — моя основная система, домашняя рабочая станция. Я потратил кучу времени — ничего достойного для русского языка не нашёл.

Итого: из бесплатного более-менее адекватно работает только голосовой ввод в ChatGPT. Но если вы, как и я, используете другие нейросети — вам нужен отдельный инструмент.

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WisprFlow и SpeakFlow: платные облачные решения

Вернёмся к WhisperFlow, с которого всё началось.

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Я установил его, там был бесплатный режим — до 2 000 слов в месяц. За несколько недель понял: это реально тема, реально ускоряет. Уже тогда активно общался с нейросетками, и голосовой набор прям зашёл.

Захотел купить подписку. Цена: $15 в месяц, $144 в год. Потом я узнал, что подписку можно купить через российский App Store с региональным прайсингом — рекомендую всегда проверять: 750 ₽ в месяц вместо $15, 7 200 ₽ в год вместо $144. При курсе 80 ₽ за доллар это меньше 10 долларов вместо 15 и 90 вместо 144. Плюс не нужен геморрой с зарубежными картами (если, конечно, вы успели пополнить баланс российского Apple id до того как это стало невозможным…).

Но WisprFlow начал подводить. Самая фрустрирующая проблема — иногда текст приходил вообще без единого знака препинания. Надиктовываешь минуту — получаешь гигантский абзац неразмеченного текста. У WisprFlow есть фичи, которые подстраиваются под приложение, в котором ты диктуешь. Диктую в терминал — всё идеально размечено. Диктую в Claude Desktop — без единой запятой. И это было главное место, где мне нужен голосовой набор.

Тут можно сказать: «Да какая разница, LLM и так поймёт». На самом деле — нет, и дальше покажу конкретные цифры.

Помимо пунктуации, приложение после долгой работы в фоне начинало дико грузить процессор и вешать систему. Я писал баг-репорты — но за пару месяцев ничего не изменилось. Начал искать альтернативы.

Наткнулся на российский проект SpeakFlow. Маленький независимый разработчик, увидел где-то в Telegram — кто-то продвигал страницу на ProductRadar. Цена: 690 ₽ в месяц, оплата российской картой. На тот момент я ещё не знал про App Store фишку, так что SpeakFlow выглядел почти вдвое дешевле WisprFlow.

Скажу честно: немного стрёмно было ставить приложение без цифровой подписи от маленького разработчика. Плюс — ничего плохого не имею в виду, но я как-то исторически предпочитаю свою персуху сливать компаниям, которые подальше от меня находятся.

Поставил, попробовал. Как будто с русским чуть получше — разработчик русский, видимо, докрутки делал. Были какие-то модели под авторскими названиями — непрозрачно, что внутри и чем отличаются. По большей части делали примерно одно и то же.

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И те же грабли: иногда пропадала пунктуация, memory leaks, подвисания. Некоторые апдейты всё ломали. Переписка с поддержкой ещё больше напрягла — тут и деанонимизация происходит: пишешь со своего телеграм-аккаунта, и можно связать аккаунт с твоей системой.

Между делом попробовал ещё Voicy — что-то среднее между WisprFlow и SpeakFlow, но к результату тоже были вопросы. Были варианты чисто под Mac, типа MacWhisper, но у меня основная машина на Windows, и мне нужно решение под обе платформы.

Ещё один заметный игрок — Aqua Voice ($10/мес, выпускник Y Combinator): они обучили собственную модель Avalon специально на dev-контексте — CLI, IDE, технические термины. На английском впечатляет, но русский пока работает на стандартном движке, а в рунете продукт практически неизвестен.

Ключевое: и WisprFlow, и SpeakFlow — облачные. Всё, что ты надиктовываешь, отправляется на сервер для обработки. А мы сейчас общаемся с LLM о самом разном — рабочие детали, личные вещи, иногда достаточно сокровенное. Чем меньше посредников в этой цепочке, тем лучше. В идеале хотелось бы, чтобы всё оставалось на моей машине.

Handy: open source и свобода выбора

Потом я наткнулся — тоже где-то в Telegram — на open-source проект Handy. По сути, то же самое: голосовой набор, транскрибация речи в текст. Но бесплатно, полностью локально — ничего никуда не отправляется, всё на твоей машине. Плюс можно выбирать из разных моделей распознавания.

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Я такой: «Вау! Это можно не платить 700 ₽ в месяц? И делать всё локально, и не переживать за приватность?» Маленькая оговорка: я на 95% уверен, что со SpeakFlow в плане приватности всё в порядке. Но, как говорится, выживают только параноики.

Handy работает и на Windows, и на Mac. Внутри — практически все основные модели. Я раньше сталкивался с Whisper, когда собирал себе скрипт для транскрибации видео — скачал какую-то модель, прикрутил, работало. Но не разбирался, какие модели бывают и чем отличаются. И вот тут впервые вник.

Из того, что давало нормальную скорость — модель Parakeet V3 от NVIDIA. Но у неё был главный для меня вопрос: микс языков. Когда вплетаешь английские слова в русскую речь — а при общении с LLM это неизбежно — Parakeet справлялся так себе.

Лучший результат по качеству давало семейство Whisper от OpenAI. У них есть модели по размеру — самая большая называется Whisper Large, 1,55 миллиарда параметров. Она давала лучший результат по всем фронтам: знаки препинания, микс языков, заглавные буквы. Русские слова — русскими буквами, английские — английскими. Супер.

Одна проблема: по умолчанию все эти модели работают на процессоре (CPU). И если лёгкие модели на CPU тянут нормально, то Whisper Large приходилось мучительно долго ждать. По моим замерам на десктопном i5-13600K — минута речи, почти две минуты обработки. Транскрипция медленнее, чем сама запись.

И тут надо сказать про скорость. Качество распознавания — это половина дела. Вторая половина — насколько быстро текст появляется на экране. Если ты наговорил 20 секунд и потом ждёшь — весь кайф убивается. В идеале ты хочешь, чтобы 20 секунд речи расшифровывались за секунду. Это называется RTF = 20, real-time factor. Формально:

\text{RTF} = \frac{t_{\text{аудио}}}{t_{\text{обработки}}}

RTF = 1 — модель обрабатывает аудио ровно в темпе речи; RTF = 20 — за секунду она расшифровывает 20 секунд речи, то есть вставка ощущается как моментальная.

Модели поменьше — Whisper Turbo, Medium — были быстрее, но качество падало. На миксе языков уже приближалось к Parakeet, а Parakeet был ещё и быстрее. В итоге бо́льшую часть времени я проводил на Parakeet как на компромиссе.

А потом в разговоре с Claude выяснилось, что эти модели можно загружать в видеопамять и ускорять через видеокарту. У NVIDIA есть специальная технология — CUDA — которая для этого идеально подходит. В Handy GPU-акселерация была, но через Vulkan — универсальный стандарт, который для карт NVIDIA обычно менее эффективен, чем родная CUDA. Я так понимаю, автор Handy разрабатывает на Mac, где NVIDIA нет.

Мне нужен был софт с CUDA.

OpenWhispr и GPU-ускорение: когда всё полетело

Я убил несколько часов, колупаясь в заброшенных GitHub-репозиториях — не всегда сразу понимая, что они не обновлялись полтора года. Какие-то решения с CUDA были платные, какие-то с разовой оплатой — хотелось бы без этого.

И потом я нашёл OpenWhispr.

Open source, 2 100+ звёзд на GitHub, активная разработка. Бизнес-модель простая: бесплатно, если модели крутятся у тебя локально. Или подписка — если хочешь облачную обработку. Можно подключить свои API-ключи от LLM-провайдеров.

Главное — CUDA из коробки.

Whisper Large на моей RTX 3080 — уже не новая, но всё ещё серьёзная карта — стал работать значительно быстрее — сопоставимо с Parakeet по скорости, но при гораздо лучшем качестве. Всё на месте: английские слова латиницей, пунктуация, заглавные буквы.

Приложение активно развивается, и в нём есть баги — как в любом живом проекте. Но оно опенсорсное, и это меняет всё. Можно починить баг самостоятельно. Или сделать фичу, которая нужна только тебе. С OpenWhispr я первый раз в жизни отправил pull request в чужой open source — его приняли в main. На момент написания у проекта 302 форка и 2 100+ звёзд.

Моё текущее решение — OpenWhispr + Whisper Large. На NVIDIA с CUDA это летает. На Mac с Apple Silicon тоже хорошо: на моём MacBook Pro с M4 Pro (14-ядерный) — более чем достаточная скорость для комфортной работы. На обычном M4 — уже на грани. M5 и M5 Pro потянут наверняка, M3 Pro — скорее да, но он всего на 5% мощнее обычного M4 в бенчмарках, так что гарантировать не берусь.

Если у вас AMD — путь есть, но менее гладкий. Лучший вариант — приложения на базе whisper.cpp с Vulkan-ускорением (например, Handy). Работает на большинстве AMD-карт без специальных драйверов. Vulkan — универсальный стандарт, поэтому и на AMD, и на NVIDIA будет работать. А на новых RTX 50xx Vulkan ещё и быстрее CUDA — подробнее в секции бенчмарка ниже.

Но одна проблема оставалась и здесь: нет-нет, да и проскакивала транскрипция вообще без знаков препинания. Причём проблема эта есть и на английском языке.

Пунктуация: больше, чем красота

Можно сказать: «Да ладно, LLM и так поймёт текст без запятых». Поймёт. Но хуже.

И это не субъективное ощущение — есть исследования с конкретными цифрами.

Работа Sclar et al., опубликованная на ICLR 2024, показала: разница в точности ответа модели может достигать 76 процентных пунктов — то есть на одной и той же задаче модель может выдать 90% accuracy или 14%, просто от изменения форматирования промпта. Не содержания, а пробелов, пунктуации, разделителей.

Ещё интереснее результаты LLM-Microscope (NAACL 2025): оказалось, что знаки препинания работают как attention sinks внутри трансформеров. Модель буквально использует их для обработки контекста. Цитата из статьи: «Пунктуация, которую люди считают незначительной, играет удивительно активную и сложную роль внутри этих моделей».

А исследование Rev показало, что текст без пунктуации хуже для понимания, чем текст с 15-20% ошибок в словах. То есть лучше перепутать каждое пятое слово, чем убрать все запятые.

Все три главных AI-лаборатории — OpenAI, Anthropic, Google — в своих документациях рекомендуют структурированные, хорошо отформатированные промпты.

Вывод для голосового набора прямой: качество пунктуации в STT-модели напрямую влияет на качество ответов нейросети. Запятые и точки в вашем тексте — реальный перформанс взаимодействия с LLM.

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Промпт, который починил пунктуацию

Проблема с пропадающей пунктуацией преследовала меня с самого первого приложения. В WisprFlow, в SpeakFlow, и в OpenWhispr — везде нет-нет, да и прилетал текст без единого знака препинания.

В OpenWhispr есть возможность подключить вторую модель для пост-обработки текста — text cleanup. Я попробовал: например, Qwen3 4B неплохо расставляет знаки препинания, если на вход пришёл текст без них. Но на моей 3080 Whisper Large уже занимал значительную часть видеопамяти, а вторая модель съедала всё остальное — 10 ГБ VRAM забиты под завязку, вся видеокарта отведена под распознавание речи и ничего больше делать нельзя. Плюс обработка последовательная: сначала Whisper Large расшифровывает аудио, потом передаёт текст в Qwen, и ты ждёшь, пока обе модели отработают по очереди. Текст на выходе лучше, но ощутимая задержка убивает интерактивность — голосовой набор перестаёт ощущаться как поток.

И тут я нашёл решение проще и элегантнее — без второй модели вообще.

В Whisper можно прокинуть текстовый промпт. Но он работает не как промпт к обычной нейросети. Модель не нуждается в инструкциях — у неё одна задача: превращать аудио в текст. Промпт работает как «прогрев»: мы показываем модели желаемый образ результата.

Вот промпт, который даёт мне пунктуацию в 99%+ случаев:

Привет! Как дела? Он сказал: «Сделаем это сегодня — пока есть время». Конечно, не всё так просто; нужно учесть погоду.

Смысл текста совершенно не важен. Важно, что в этом коротком фрагменте использованы все основные знаки препинания: запятая, точка, вопросительный знак, восклицательный знак, двоеточие, кавычки-ёлочки, тире, точка с запятой.

Работает просто супер. Вторая модель для text cleanup больше не нужна.

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В стандартном интерфейсе OpenWhispr поля для кастомного промпта пока нет — я добавил его сам и отправил pull request: OpenWhispr #537 и Handy #1227. Оба пока в ожидании merge. Пока не приняли — можно забрать мою ветку локально: gh pr checkout 537 в клоне OpenWhispr или gh pr checkout 1227 в клоне Handy.

Пока колупал, дошёл до главного вывода: промпт не должен быть захардкожен. Это должно быть поле в настройках, с пресетом на каждый поддерживаемый язык — а пользователь может изменить текст, если хочется. Именно так я это и предложил в обоих PR’ах.

Почему так. Даже мой «99% промпт» не идеален: я заметил, что в каких-то версиях пресета кавычки-ёлочки (« ») иногда дают побочный эффект — модель воспринимает их как маркер прямой речи и начинает упаковывать в неё то, что прямой речью не является. Иногда это ок. Иногда — нет. Кому-то ёлочки вообще не нужны. Хардкод одного варианта для всех — неправильный ответ; поле, где можно поэкспериментировать — правильный.

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Единственная оставшаяся неприятность — Whisper иногда ловит петлю: спотыкается на слове, расшифровывает его неправильно, и дальше начинает повторять по кругу. Это задокументированная проблема модели — встречается примерно в 1,4% сегментов. Исследователи уже нашли способы снизить её на 80%+, так что думаю, скоро это дойдёт до приложений. У меня тоже есть несколько приёмов, которые помогают, но не на 100%. Если интересно — обсудим в комментариях.

Turbo vs Large v3: мой бенчмарк

Но прежде чем перейти к цифрам — пара слов о том, как вообще устроены модели распознавания речи. Без этого результаты бенчмарка будут просто числами.

Whisper Large v3 от OpenAI — подход «в лоб». Гигантская нейросеть на 1,55 миллиарда параметров, обученная на 680 тысячах часов аудио на 100+ языках. Архитектура классическая: энкодер «слушает» звук, декодер «пишет» текст токен за токеном — как GPT пишет ответ в чате. 32 слоя декодера — много вычислений на каждую секунду речи. Швейцарский нож: умеет всё, но не самый быстрый.

GigaAM v3 от Сбера — противоположность. Всего 220 миллионов параметров (в 7 раз меньше), зато обучен исключительно на русском — 700 тысяч часов русской речи. Это скальпель, заточенный под одну задачу. Плюс другая архитектура: вместо «энкодер думает, потом декодер пишет» используется RNNT, который выдаёт текст потоково, по мере поступления звука. Маленькая модель + потоковая архитектура = результат быстрее, чем аудио успевает проиграться.

Whisper Turbo — попытка OpenAI догнать по скорости, не переписывая всё с нуля. Берём обученный Large v3, оставляем энкодер как есть, а декодер ужимаем с 32 слоёв до 4. Это дистилляция — большая модель-«учитель» передаёт знания маленькой. Результат: 809 миллионов параметров, скорость выше в 6 раз, качество падает совсем немного. Если Large — это профессор, который тщательно обдумывает каждое слово, то Turbo — тот же профессор, но отвечающий навскидку. Обычно попадает, но иногда упрощает.

Когда я впервые попробовал Turbo — ещё в процессе использования, до всякого ресёрча — мне показалось, что результат хуже, чем у Large. Чуть больше ошибок в английских словах, чуть менее аккуратная пунктуация. Я целенаправленно двигался в сторону Large: настраивал CUDA, искал правильный софт, добивался промпта для пунктуации.

А потом, уже готовя эту статью, наткнулся на бенчмарк faster-whisper, который показывал, что Turbo лучше Large v3 на русском: 7,7% WER против 7,9%. WER считается так:

\text{WER} = \frac{S + D + I}{N}

Где S — замены (substitutions), D — пропуски (deletions), I — вставки (insertions), N — всего слов в эталонной транскрипции. 7% WER значит, что примерно каждое 14-е слово ошибочное.

Контринтуитивный результат. Я такой: «Блин, может я зря столько времени убил на Large?»

Попробовал Turbo снова — и офигел от скорости. В 3-4 раза быстрее, чем Large v3, который у меня и так уже работал без задержки. Абзацами текст моментально выстреливает. На секунду реально подумал: зачем я всё это делал?

Но потом решил проверить по-нормальному. Взял два аудиофайла и каждый по 10 раз прогнал через обе модели. Сделал это дважды: сначала без пунктуационного промпта, потом с ним. К этому моменту я уже проапгрейдился с RTX 3080 на RTX 5070 Ti с 16 ГБ VRAM — так что бенчмарк на ней.

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Large v3 пишет английские слова латиницей, а заимствования, которые в русском склоняются, адаптирует: «в Телеграме» вместо «в Telegram» — и это скорее плюс. Ещё Large v3 расставляет кавычки-ёлочки и многоточия там, где Turbo их теряет. Turbo чаще транслитерирует английские слова в кириллицу и упрощает пунктуацию.

Вот тут и выяснилось, что бенчмарк faster-whisper не врал — но и мой первоначальный опыт тоже не обманывал. Вероятно, разница в датасетах: бенчмарк был на чистом русском, а мой кейс — русский с вкраплениями английского. На чистом русском Turbo действительно не хуже. Но стоит добавить английские термины — и Large v3 заметно точнее.

Ещё один инсайт из цифр: скорость обработки зависит не столько от длины аудио, сколько от того, что и как вы говорите. Два файла с одинаковым текстом, но разной длительностью (37 и 57 секунд) дали одинаковое время обработки — длина записи не повлияла. А вот сложность контента и манера речи влияют: уверенная диктовка обрабатывается быстрее, чем перечитка того же текста с паузами и придыханиями. Large с его 32-слойным декодером чувствительнее к этому, чем Turbo с 4 слоями.

Может показаться, что разница между моделями невелика — ну ошиблась одна на пару слов больше другой. Но на практике это часто разница между текстом, в который нужно лезть и править, и текстом, который можно отправить как есть. Когда инструмент раз за разом выдаёт результат без единой ошибки — это совсем другое ощущение от работы. Голосовой набор становится потоком, а не чередованием диктовки и редактуры.

Итог: если железо позволяет и задержка Large v3 не напрягает — нет причин выбирать Turbo. Качество выше, особенно на миксе языков. Если же Large на вашем GPU работает с заметной задержкой — Turbo отличная альтернатива, в 3-4 раза быстрее при сопоставимом качестве на чистом русском. Я остаюсь на Large v3.

Под капотом: CPU, CUDA и Vulkan

Все числа выше — на видеокарте. А что если GPU нет?

Я прогнал отдельный бенчмарк: тот же Whisper Large v3, те же файлы, но на процессоре. i5-13600K — нормальный десктопный процессор, не какой-нибудь Celeron. Результат: 69 секунд аудио обрабатывались почти 2 минуты. CPU в 30-60 раз медленнее GPU на той же задаче. Без видеокарты голосовой ввод с Whisper Large — это боль.

Второй неожиданный результат — про саму видеокарту. Выше я писал, что Vulkan «менее эффективен, чем CUDA на NVIDIA». На моей предыдущей RTX 3080 (архитектура Ampere, поколение RTX 30xx 2020-2022) так и было — собственно, ради CUDA я и перешёл с Handy на OpenWhispr. По данным сообщества ggml, на Ampere CUDA выигрывает у Vulkan 20-30%.

Но на моей новой RTX 5070 Ti (Blackwell, поколение RTX 50xx с 2025 года) всё наоборот: Vulkan стабильно на ~50% быстрее CUDA. Я собрал оба бэкенда из одних исходников whisper.cpp v1.8.4, прогнал каждый файл по три раза — разница воспроизводимая, не артефакт.

Причина: CUDA-поддержка Blackwell (compute capability sm_120, под которую бинарники ещё не все пересобраны) ещё сырая. Это подтверждают и другие проекты — например, faster-whisper на RTX 5070 Ti работает на 10% медленнее, чем на предыдущей RTX 4070 Ti Super (менее мощная карта прошлого поколения). Vulkan-бэкенд whisper.cpp, наоборот, активно оптимизируется — в январе 2026 получил 12-кратное ускорение на встроенных GPU.

На практике это значит: на RTX 50-серии Handy с Vulkan сейчас быстрее OpenWhispr с CUDA. Типичная диктовка 30-60 секунд: Handy обрабатывает за 1-2 секунды, OpenWhispr — за 2-3. Оба комфортны, но разница ощутима. На более ранних картах (RTX 30xx, 40xx) CUDA по-прежнему впереди — так что рекомендация зависит от железа.

GigaAM, SuperWhisper и другие варианты

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Прежде чем разбирать новых кандидатов по отдельности — сводка по моделям, которые я гонял и упоминаю в статье:

Модель

Параметры

Архитектура

Языки

Лицензия

Ключевое

Whisper Large v3

1,55B

Encoder-Decoder Transformer

100+

MIT

Лучшая на миксе языков

Whisper Turbo

809M

Дистиллят Large v3 (4 слоя декодера)

100+

MIT

В 3-4× быстрее Large

GigaAM v3

220M

Conformer + RNNT

ru

MIT

SOTA для чистого русского

Canary 1B v2

1B

FastConformer

25

CC-BY-4.0

Авто-пунктуация из коробки

Parakeet V3

600M

FastConformer + TDT

25

CC-BY-4.0

Потоковая, очень быстрая

Cohere Transcribe

2B

Conformer

14 (без ru)

Apache 2.0

Топ Open ASR Leaderboard

GigaAM v3 — модель от SberDevices, специально обученная на русском языке. На бумаге — SOTA для русского: по бенчмаркам разработчика, в разы точнее Whisper Large на русскоязычных датасетах. И это при 220 миллионах параметров против 1,55 миллиарда у Whisper Large — в 7 раз компактнее. Работает даже на CPU.

В Handy GigaAM добавили через PR #913. Я попробовал — и первое впечатление было: «Вообще даже не рядом с Whisper Large». Потом перетестировал внимательнее и пересмотрел: русский текст действительно быстро и качественно, сопоставимо с Whisper. И скорость реально впечатляет — надиктовываешь три абзаца, и текст появляется моментально, даже на Mac.

Но есть проблема: английские слова GigaAM ломает стабильно. Gemini превращается в «Jemni». Whisper Large — в «WisperLorge». Я прогнал одно и то же аудио 6 раз — после первого прогона модель стабильно выдавала «Jemni» каждый раз. Ещё растяжки типа «аааа» пишет прямо в текст.

Для чистого русского на машинах без мощной видеокарты — отличный выбор. Для IT-контекста, где английские термины неизбежны — пока не подходит. Модель молодая, обучена на 700 000 часах русской речи. Было бы супер иметь модель, заточенную под русский, которая при этом хорошо понимает вкрапления английского — ждём.

Параллельно тестировал ещё одного свежего кандидата — NVIDIA Canary 1B v2. Миллиард параметров, заявлена поддержка русского и английского, быстрая автопунктуация прямо из коробки.

Иногда она даёт прям вау-результат: русская речь с английскими вкраплениями, всё на своих местах, термины латиницей, падежи согласованы. Я сидел и думал: «Блин, может это реально тема, зачем мне весь огород с Whisper Large и CUDA».

А потом неизбежно вылезает кусок, где английские слова превратились во что-то очень странное кириллицей — как у GigaAM, только ещё и менее предсказуемо. Настроек для code-switching никаких: выберешь auto — русскую речь вообще игнорирует, выберешь русский — вязнет на английских терминах. Сам русский мне понравился: пунктуацию расставляет аккуратно и без всякого промпта, работает быстро. Хороший был челленджер, сходу не взял. Может, его можно дофайнтюнить под IT-контекст — пока руки не дошли.


SuperWhisper — приложение, которое рекомендует Karpathy.

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Первое, что удивило после установки: при первом запуске играет музыка. В 2026 году. Ну ладно.

Само приложение выглядит аккуратно и продуманно. Под капотом — модели Whisper под собственными названиями:

SuperWhisper

На самом деле

Параметры

Nano

Whisper Tiny

39M

Fast

Whisper Base

74M

Standard

Whisper Small

244M

Pro

Whisper Medium / Turbo

769-809M

Ultra

Whisper Large v3

1,55B

После 15-минутного триала доступ к Ultra пропадает. Самая большая бесплатная модель — Standard. И знаете что? Она работает на удивление хорошо. Может быть, на 95% так же, как Large. Быстро, достаточно точно, чуть хуже с англицизмами. Большой разницы с Ultra я, честно, не заметил. Возможно, в SuperWhisper как-то дополнительно оптимизируют свои модели — промптят или файнтюнят — потому что когда я гонял Whisper Small и Medium напрямую через Handy или OpenWhispr, результат был заметно хуже.

Прайсинг: $8,5 в месяц или $85 в год за Pro. В российском App Store — 799 ₽ в месяц, 7 990 ₽ в год. То есть здесь, наоборот, через App Store дороже: $10 вместо $8,5 за месяц.

Есть баг: в терминале VS Code SuperWhisper не вставляет текст, а выводит его в своём окошке и засовывает в буфер обмена. Задокументированная проблема — workaround: режим Typing вместо Clipboard.

Работает на Windows, Mac, iPhone — но с оговорками. На Windows бывают нюансы с вставкой текста (тот же баг с VS Code). На iPhone в России, похоже, облачные модели работают только через VPN. Локальные модели запускаются без VPN, но паттерн работы другой: открывается отдельное приложение, в фоне работает нестабильно, текст вставляется неконсистентно. В итоге на iPhone SuperWhisper у меня не прижился.

Если Standard бесплатно — это очень хороший вариант для тех, кому не нужен топовый Large.

VRAM и экономика: когда локально имеет смысл

Whisper Large в VRAM — это прекрасно, но есть нюанс. На RTX 3080 с 10 ГБ видеопамяти модель занимала значительную часть. Когда я ещё пытался подключить вторую модель для text cleanup (Qwen3 4B) — 10 гигов забивались полностью. Вся видеокарта отведена под распознавание речи. Хочу подмонтировать видео — надо выключать этот софт, потом включать обратно.

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Покупать видеокарту только ради голосового набора — точно не стоит. Но если у вас уже есть GPU с 8+ ГБ VRAM — это хороший способ сэкономить 8 000-10 000 ₽ в год на облачных подписках. Причём не обязательно что-то топовое: Whisper Large занимает около 6 ГБ видеопамяти, и если карта выделена чисто под эту задачу, хватит даже 6 ГБ.

После апгрейда на 5070 Ti ситуация изменилась. Когда апгрейдил, читал про варианты оставить старую 3080 в системе и крутить на ней модель отдельно. В принципе, это возможно. Но решил, что мне это не нужно, и лучше получить деньги за старую карту. Если же у вас лежит без дела какая-нибудь карта с 6-8 ГБ — вполне рабочий вариант выделить её под Whisper.

На 5070 Ti Whisper Large работает в фоне постоянно. Могу параллельно монтировать видео, запускать рендер — на всё хватает. А после того, как промпт решил проблему пунктуации, вторая модель для text cleanup больше не нужна — VRAM свободнее.

При этом, судя по скорости развития индустрии, требования к железу будут снижаться. GigaAM уже в 7 раз компактнее Whisper Large и работает на CPU, Distil-Whisper даёт 99% качества в 6 раз быстрее. Думаю, через год-два появятся модели, которые будут давать сопоставимое с Whisper Large качество на обычном процессоре или встроенной видеокарте — без дискретного GPU.

Mac, iPhone и мультиплатформенность

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Про Mac на Apple Silicon — OpenWhispr и Handy оба неплохо работают с GPU-ускорением. На M4 Pro (14-ядерный) Whisper Large даёт вполне комфортную скорость. Handy буквально на днях выкатил релиз с улучшенным GPU-ускорением для чипов Apple, и после этого Whisper Large стал достойно работать и там. На обычном M4 у жены — прям на грани. Разница ощутимая, кому-то будет комфортно, кому-то слишком долго ждать.

На iPhone — WisprFlow встраивается как отдельная клавиатура, что уже само по себе не очень удобно. Нужно переключить язык, чтобы найти кнопку включения, потом вызывается приложение, нужно свайпнуть обратно. Дополнительное трение. Но с точки зрения качества расшифровки — вариант, наверное, лучший на iPhone.

SuperWhisper на iPhone — с оговорками. В России облачные модели требуют VPN, локальные работают, но UX другой: открывается отдельное приложение, фоновая запись нестабильна. Плюс если не задать русский язык явно, приложение часто пытается перевести речь на английский.

Важный момент для телефона: у WisprFlow есть бесплатный план до 2 000 слов в месяц, SuperWhisper на бесплатной модели Standard работает без ограничений. Мне для телефонного использования хватает с запасом.

Что выбрать: сводная таблица

Handy

OpenWhispr

SuperWhisper

WisprFlow

SpeakFlow

Цена

Бесплатно

Бесплатно (локально)

Бесплатно (Standard) / от $8,5/мес

от 750 ₽/мес

от 690 ₽/мес

Open source

Да

Да

Нет

Нет

Нет

Где работает

Локально

Локально / облако

Локально / облако

Облако

Облако

Windows

Да

Да

Да

Да

Да

Mac

Да

Да

Да

Да

Нет

iPhone

Нет

Нет

Да

Да

Нет

CUDA (NVIDIA)

Нет (Vulkan)

Да

Нет

AMD (Vulkan)

Да

Нет

Нет

Whisper Large

Да

Да

Да (Ultra, платно)

GigaAM v3

Да

Нет

Нет

Нет

Нет

Микс языков

Зависит от модели

Отлично (Large)

Хорошо (Ultra)

Хорошо

Средне

Мой выбор: OpenWhispr + Whisper Large + CUDA на десктопе. На Mac тоже Whisper Large — M4 Pro тянет. Если бы не тянул — выбирал бы между Whisper Turbo и GigaAM, склоняясь к Turbo. Для телефона — WisprFlow (бесплатный план до 2 000 слов/мес). SuperWhisper на десктопе хорош бесплатно на Standard — это уже 95% качества, но на iPhone и Windows есть шероховатости.

Транскрибация аудио и видео: та же технология

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Всё, о чём мы говорили — модели, промпт для пунктуации, VRAM, выбор между Turbo и Large — применимо и к транскрибации записей. Расшифровка аудиофайла, извлечение текста из видео, транскрибация записи встречи — это та же задача: речь в текст. Просто не в реальном времени.

Некоторые приложения уже предлагают это из коробки. OpenWhispr в последних версиях добавил режим транскрибации встреч — умеет отслеживать начало созвона в Zoom и автоматически записывать. Для интервью и подкастов есть WhisperX — он добавляет пословные таймстемпы и определяет, кто говорит.

Отдельно стоит упомянуть Vibe — бесплатное open-source приложение, заточенное именно под транскрибацию файлов. Локальные модели, простой интерфейс, активное сообщество. Для диктовки Vibe тоже формально умеет, но пока не хватает базовых удобств: нет звукового сигнала при начале и конце записи, нет визуального индикатора, нет выбора режима шортката (нажал-говоришь-нажал vs удерживаешь кнопку). Для расшифровки файлов — рекомендую попробовать.

А если хочется полного контроля — можно собрать свой скрипт. Попросите Claude Code или Cursor настроить папку, куда кладёте аудио или видео: скрипт вытащит звуковую дорожку и прогонит через Whisper. Все выводы про модели из этой статьи работают и здесь.

Что дальше

Whisper Large v3 вышел в ноябре 2023 года. Turbo — в сентябре 2024. С тех пор — тишина. OpenAI не выпускали Whisper v4 и, похоже, движутся в другую сторону: выпустили GPT-4o-transcribe — проприетарную облачную модель, доступную только через API. Для локального использования она бесполезна.

Но вокруг Whisper выросла целая экосистема независимых проектов — и она живёт и развивается без OpenAI:

  • whisper.cpp — полная переписка Whisper на C++, автор — Георги Герганов (он же создал llama.cpp). Работает без Python, запускается на чём угодно — от десктопа до телефона. Именно whisper.cpp используется под капотом в OpenWhispr. В январе 2026 получил 12-кратное ускорение на встроенных GPU через Vulkan.

  • faster-whisper — другой подход к ускорению: берёт оригинальную модель Whisper и конвертирует в оптимизированный формат (CTranslate2) с квантизацией. Примерно в 4 раза быстрее оригинала при том же качестве. Активно поддерживается.

  • Distil-Whisper — проект Hugging Face: через дистилляцию создают уменьшенные версии Whisper, которые работают в 6 раз быстрее при 99% точности. Правда, лучше всего работает на английском.

  • WhisperX — надстройка, которая добавляет то, чего в базовом Whisper нет: пословные таймстемпы и определение, кто говорит. Полезно для транскрибации интервью и подкастов.

GigaAM v3 от Сбера я подробно разобрал выше. Parakeet V3 от NVIDIA тоже гонял — и видел, как гоняли другие: русский работает, но на миксе с английским результаты средние. Canary 1B v2 — та же история, см. разбор выше.

В конце марта 2026 вышла ещё одна свежая модель — Cohere Transcribe. 2B параметров, Conformer-архитектура, Apache 2.0, средний WER 5,42%, топ Open ASR Leaderboard среди открытых моделей. По меркам индустрии — громкий релиз. Но русского среди 14 поддерживаемых языков нет. Возможно, политика; возможно, просто приоритеты рынка.

Эпоха, когда одна монолитная модель от OpenAI была безальтернативным стандартом, подходит к концу. Whisper и его наследие — открытый код, форки, коммьюнити-проекты — живут и будут жить ещё долго. А свежие SOTA-релизы вроде Cohere Transcribe русскоязычному пользователю без русского не помогают.

Для русского айтишника и вайб-кодера надежда — на то, что уже есть, и на то, что мы делаем сами. С одной стороны — докрутка иностранных моделей: fine-tuning, форки, pull requests, коммьюнити вокруг Whisper. С другой — собственные модели под русский, обученные с нуля. Хочется, чтобы таких проектов появлялось больше.

Отдельное спасибо SberDevices за GigaAM и движение в правильном направлении. Под мой сценарий с миксом языков модель пока не подходит, но результат на чистом русском у ребят правда впечатляющий. С удовольствием перейду на неё, как только научится работать с вкраплениями английского.


Подписывайтесь на Нейросеть не виновата — пишу про AI, инструменты и практику. Без воды, с граблями.

Оригинал статьи — в моём блоге.

Источник

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  • 07.06.26 08:58 keithwilson9899

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  • 07.06.26 08:58 keithwilson9899

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  • 07.06.26 21:00 gordondowney9

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  • 07.06.26 21:00 gordondowney9

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  • 07.06.26 21:02 gordondowney9

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  • 07.06.26 21:02 gordondowney9

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  • 07.06.26 21:03 gordondowney9

    Email: [email protected] Telegram —digitallightsolution, https://t.me/digitallightsolution Losing my USDT to a fraudulent cryptocurrency platform was one of the most painful and overwhelming experiences I have ever faced. I felt devastated, confused, and ashamed that something I had placed my trust in had turned out to be a scam. For a while, I did not know where to turn or whether there was any real hope of recovering what I had lost. During that very difficult time, a trusted pastor recommended Digital-Light-Solution, and although I was hesitant at first, I decided to visit their website https://digitallightsolution.com/. From my first interaction with them, I felt a sense of relief. They listened to my situation with patience and understanding, and they treated me with kindness at a time when I felt completely broken. Their team explained the process clearly, answered my questions, and kept me informed throughout. What meant the most to me was not just their professionalism, but the way they made me feel supported when I was struggling emotionally. As the process continued, I began to regain a sense of hope. They remained consistent, responsive, and committed to my case, which gave me comfort during an incredibly stressful period. In the end, Digital-Light-Solutions was able to assist with tracing my lost USDT and supporting the recovery process. The relief my family and I felt is difficult to put into words. I will always be grateful for the support, compassion, and professionalism they showed me during one of the hardest moments of my life, I highly recommend their services to anyone in need. Contact them today for assistance

  • 07.06.26 21:04 gordondowney9

    Email: [email protected] Telegram —digitallightsolution, https://t.me/digitallightsolution Losing my USDT to a fraudulent cryptocurrency platform was one of the most painful and overwhelming experiences I have ever faced. I felt devastated, confused, and ashamed that something I had placed my trust in had turned out to be a scam. For a while, I did not know where to turn or whether there was any real hope of recovering what I had lost. During that very difficult time, a trusted pastor recommended Digital-Light-Solution, and although I was hesitant at first, I decided to visit their website https://digitallightsolution.com/. From my first interaction with them, I felt a sense of relief. They listened to my situation with patience and understanding, and they treated me with kindness at a time when I felt completely broken. Their team explained the process clearly, answered my questions, and kept me informed throughout. What meant the most to me was not just their professionalism, but the way they made me feel supported when I was struggling emotionally. As the process continued, I began to regain a sense of hope. They remained consistent, responsive, and committed to my case, which gave me comfort during an incredibly stressful period. In the end, Digital-Light-Solutions was able to assist with tracing my lost USDT and supporting the recovery process. The relief my family and I felt is difficult to put into words. I will always be grateful for the support, compassion, and professionalism they showed me during one of the hardest moments of my life, I highly recommend their services to anyone in need. Contact them today for assistance

  • 10.06.26 06:21 wendytaylor015

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  • 10.06.26 06:21 wendytaylor015

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  • 10.06.26 18:09 david

    Look, engaging with the authorities is a marathon, not a sprint. By methodically filing these reports, you’re not just fighting for your own funds—you’re contributing to the broader battle against crypto crime. For a deeper dive into what to do after a theft, check out [email protected] for complete guide on how to recover stolen crypto

  • 12.06.26 17:13 keithwilson9899

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  • 12.06.26 17:13 keithwilson9899

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  • 14.06.26 14:53 Freeman James

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  • 14.06.26 15:37 kimberlyhebert786

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  • 14.06.26 15:37 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

  • 14.06.26 16:34 Emmi Hakola

    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.

  • 14.06.26 16:53 James willson

    I lost $328,650 to a fraudulent website that claimed to be a legitimate investment platform offering high returns. I was drawn in by the desire to earn more for myself and my family. Unfortunately, by the end of 2024, I realized it was a scam when the broker stopped responding to my emails and messages. A colleague then introduced me to ResQPro Firm, and to my surprise, they were able to trace and recover my stolen funds. Contact them at: resqprofirm AT AOL dot com | WhatsApp: +1 985 296 9146 | Telegram: ResQproFirm

  • 14.06.26 19:38 riley777

    G`DAY, I lost more than 119,000 Australian dollars to a crypto scam and it took almost everything I had saved which left me feeling like I had no future. I was stuck. I did not know where to go or how to find the money again. The wallet company is no help at all and they make it so hard to see where the coins go once they leave your account so you just feel lost. I spent days looking for a way out. Then I saw a post for a person who finds stolen money. The ad said they can track any crypto that goes missing. I wanted to check if it was real. I sent an email to [email protected] +44//// 7476618364\ to see if they could help me get my funds back. They did an amazing job. My money was back in my account in less than a week after they did a fast search and return.

  • 15.06.26 06:12 Evan Garrison

    When investing in staking platforms, proceed with caution. If your funds are stolen by a fake staking pool, the experience can be very frustrating. Rather than giving in to frustration, it's important to act quickly to improve your chances of recovering your money. Unfortunately, many victims never get their money back because scammers are often in another country or using fake identities. However, in some cases, tracking the funds is easier, especially for smart contract forensics specialists. I lost €18,500 to StakeKing. FundsRetriever found a backdoor in the contract and recovered my stake. Contact [email protected], WhatsApp +1(603)5121(448), or Telegram FUNDSRETRIEVER for assistance.

  • 15.06.26 06:25 Glenn robble

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  • 15.06.26 06:34 Sallymarch

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  • 15.06.26 06:41 Ewaguz

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  • 15.06.26 12:49 Jason

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  • 15.06.26 12:56 Hillary

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  • 15.06.26 13:03 Feliksa Stegniy

    A woman added me on Facebook, and after she suggested we become friends, we started communicating. Over time, she introduced me to a crypto trading platform called btctradingfx.com. She shared a lot of information about it, along with screenshots that made the platform seem trustworthy. Convinced by her claims, I decided to give it a try. I was promised a 10% weekly return, so I made an initial investment of $500. To my surprise, I received $5,000 back. That success encouraged me to invest more, so I put in $20,000. But when I tried to withdraw my funds, I was denied access and told I needed to deposit even more money before I could make a withdrawal. In the end, I lost a total of $43,850. It was an extremely difficult and painful experience. Fortunately, I later found a professional recovery service called ResQprofirm while searching on Google. I contacted them and provided all the evidence I had. They took my case seriously and were able to track down and recover my capital from the platform, which had been inaccessible for a long time. If you find yourself in a similar situation, you might consider reaching out to them via email at [email protected] or on WhatsApp at +19852969146, Telegram @resqprofirm Thank you, ResQPro, for your support.

  • 15.06.26 13:05 James willson

    The Most Credible Crypto Recovery Service: RESQPROFIRM RESQPROFIRM is a reliable, legitimate company that helps recover lost cryptocurrency assets. After weeks of doubting whether my lost BTC could ever be restored, I realized how widespread crypto scams have become. Caution is essential when dealing with strangers online, especially about money. While recovering stolen crypto is possible, avoiding fake "recovery companies" is just as important. Real hackers work discreetly and don't advertise openly. I was scammed multiple times while desperately seeking help. Finally, a friend introduced me to RESQPROFIRM—a trustworthy, discreet team. They handle everything from website security to crypto asset recovery. With their help, I recovered $320,000 in USDT within a week. Their professionalism, discretion, and speed were outstanding. If you've been compromised, don't lose hope—but beware of fraudsters posing as saviors. RESQPROFIRM are true professionals. I'm living proof. Contact them at [email protected], WhatsApp +19852969146, or Telegram @resqprofirm.

  • 15.06.26 13:06 Tansy

    Lost $18,500 to a fake Elon Musk crypto giveaway. Sent ETH, got nothing. Recovery pages demanded more gas fees. I stopped believing. FuNds rEtRiEveR on Te.le_gram was the real one. Email: [email protected] – WhatsApp: +1 603 512 1448

  • 15.06.26 13:08 Sarahy billy

    A REAL EXPERIENCE, EVERYONE ... PLEASE BE CAREFUL ONLINE A few weeks ago, I lost around $64,000 to a fake crypto trading platform. I was drawn in by the promise of earning 15% profit daily. It was a devastating time—I struggled to pay my bills and was financially ruined. I eventually opened up to a close friend, who recommended a crypto recovery team with highly effective methods. I contacted them, and they successfully recovered all my stolen digital assets with ease. Their service was excellent, and they acted quickly—within just 5 working days, they tracked down the scammers and returned my funds. I strongly urge anyone facing investment theft or similar issues to reach out to this team for the right solution and avoid losing large sums to fraudsters... Email: Resqprofirm @aol.com WhatsApp: +19852969146, telegram @resqprofirm

  • 15.06.26 13:12 Cole donald

    "I strongly recommend RESQPRO FIRM to anyone trying to recover lost cryptocurrency assets, including Bitcoin, USDC, USDT, Ethereum, and Trump Coin. Like many others, I was shocked to learn that crypto holdings can be stolen even when private keys are carefully protected. After a sophisticated hack wiped out my entire portfolio, I felt completely helpless. Fortunately, I was referred to RESQPRO FIRM. Their team understood the complexity of my situation and successfully recovered my funds. They were responsive, communicated clearly, and followed a careful, step-by-step process—which gave me a lot of reassurance during a stressful time. If you've experienced a similar financial loss, I encourage you to reach out to them. Their professionalism and ethical hacking skills exceeded my expectations." Contact Info: · WhatsApp: +1 (985) 2969146 · Email: [email protected] · Telegram: Resqprofirm

  • 15.06.26 13:16 Meral Yetkiner

    I recently lost $38,000 to an online platform. Initially, they requested additional deposits to grant me access to my portfolio. Despite complying, my withdrawal requests were repeatedly denied, and they continued asking for more funds. Suspecting fraudulent activity, I ceased further payments and promptly reported the matter to ResQProfirm, a firm I discovered through Google. They listened to my situation, initiated communication regarding the sequence of events, and requested all relevant evidence to support their investigation. Through their dedicated efforts, they successfully traced and recovered my funds. I extend my thanks to ResQProfirm at [email protected] and via WhatsApp at +19852969146. I urge everyone to exercise caution and thoroughly research any platform before investing.

  • 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

    If a binary options broker refuses your withdrawal, do not pay any "verification fees" or "tax fees." These are lies designed to extract more money. Stop communicating with their support team – they are trained to stall. Instead, immediately document every transaction, screenshot your account balance, and contact a professional recovery specialist. BinaryBook stole €14,500 from me before I learned this. FundsRetriever traced the deposits and recovered everything within two weeks. Do not wait. Do not pay more fees. Act now. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 14:16 Martina k.

    Stop putting money into platforms promising guaranteed monthly returns of 10%, 20%, or more. These are Ponzi schemes. Your "profits" are just other victims' deposits. The moment withdrawals slow down, the scam is about to collapse. If you already have money trapped, do not send more to "unlock" your funds. That is a second scam. Instead, gather all transaction hashes and wallet addresses. Bitcoin Evolution Pro took €25,000 from me. FundsRetriever traced the funds through KYC exchanges and recovered my principal. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 14:18 Garrison Good

    If IQ Option or any similar platform blocks your withdrawal citing "bonus terms" or "abnormal activity," do not argue with their chat support. They are not empowered to help you. Instead, request all trade logs and bonus terms in writing. Then hire a forensic specialist to audit your account. IQ Option held my €9,200 for two months. FundsRetriever reviewed my case, identified regulatory violations, and secured my full payout within 72 hours. Professional pressure works. Do it immediately. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 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

    If a binary options broker closes your account and confiscates your profits, do not accept their explanation. Demand a full audit of your trade history. Most brokers cannot justify their actions when challenged by professionals. ExpertOption stole €6,200 from me claiming "abnormal activity." FundsRetriever audited my trades, proved they were legitimate, and threatened legal action. The broker paid within 10 days. Do not let them intimidate you. Get professional help. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 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

    If withdrawals keep getting denied, stay calm. I went through the same, and this firm helped me recover everything. Their assistance was outstanding. Contact: [[email protected]], Telegram: ResQprofirm, WhatsApp: <+198> <5296> <9146>. Withdrawal troubles shouldn’t

  • 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.

  • 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

  • 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

  • 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

  • 02:52 Miško Bakić

    I got my $232,000 refund thanks to [email protected] and WhatsApp +19852969146. Highly recommended for anyone in a similar situation.

  • 02:56 Asunción Herrera

    A recovery of $48,330 was facilitated by [email protected]. Individuals who have experienced financial fraud may consider contacting this service.

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