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Какого китайца выбрать? DeepSeek vs Qwen vs Baidu

Я протестировал 3 китайские LLM — теперь боюсь, что GPT в опасности.

Отличительная особенность большинства китайских моделей, что они бесплатные. Сегодня я хочу провести субъективный обзор трёх главных китайских моделей и понять, что лучше использовать и в каких задачах.

⚠️ Это не научная статья, а честный отзыв пользователя

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Кто эти ребята вообще?

Кратко про сегодняшних бойцов:

  • DeepSeek‑R1 — стартап‑ракета с архитектурой MoE (Модель состоит из тысяч "экспертов" - на каждый запрос активируется только часть из них), обучался за $5.6 млн, open-source, мощный reasoning.

  • Qwen 2.5/3 — разработка от Alibaba, максимально стабильная, отлично пишет код и решает задачи, поддержка 29 языков (сам генерил на 8 языках, лучше Gemini справляется).

  • Baidu ERNIE 4.5 / X1 — мультимодальный босс, который умеет думать, видеть, слушать (как заявляет производитель).

Сравнительная таблица

Модель

Архитектура

Параметры

Контекст

Open-source

🤔 Тупость

DeepSeek‑R1

MoE

685B / 37B актив

128K

🟡 бывает

Qwen 3

MoE

235B / 22B актив

128K

🟢 низкая

Baidu ERNIE X1

MoE

424B / 47B актив

до 128K

🟡 бывает

Вывод: Все три модели — мощные и open-source с большим контекстом (128K), но Qwen выигрывает по стабильности: у него меньше «тупости» и более предсказуемое поведение из коробки. DeepSeek и ERNIE — сильные, но могут залипать.

Реальный опыт (моё тестирование)

ИИ‑модели — это, конечно, архитектура, бенчмарки и графики…
Но в проде тебе важно другое: умеет ли она кодить, решать задачи и хотя бы не тупить на базовые запросы.

Поэтому я протестировал каждую модель на трёх типовых сценариях (везде использовал reasoning):

  1. Генерация кода: попросил написать Python‑функцию с рекурсией (на примере вычисления факториала).

  2. Решение задачки: дал логическую или арифметическую задачу («У Пети было 12 яблок. Он дал 3 яблока Васе, но потом Вася вернул ему половину того, что получил. После этого Петя купил ещё 4 яблока в магазине, но по дороге домой потерял. Затем он решил поделить оставшиеся яблоки поровну между собой и своим братом. Сколько яблок досталось брату?»). Правильный ответ - 5,25 яблок

  3. Креатив: сгенерировать пост для Telegram‑канала (на заданную тему, с тоном и стилем).

    Фиксировал:

    • как быстро отвечает

    • насколько результат осмыслен

    • были ли тупняки / залипания / отказы

    • и конечно: удивил или разочаровал?

Deepseek

Генерация кода

Модель справилась уверенно:

  • мгновенный отклик

  • рекурсивная функция написана верно

  • комментарии на русском (!), с пояснениями и примерами

Python-функция от DeepSeek
Python-функция от DeepSeek

Решение логической задачи

Вот тут интереснее. Задача была с подвохом — правильный ответ 5.25 яблока. DeepSeek сначала впал в ступор:

Первая попытка — залипание в рассуждениях
Первая попытка — залипание в рассуждениях

Но на второй попытке выдала всё правильно — с пояснениями и расчётами:

Правильное решение от DeepSeek
Правильное решение от DeepSeek

Креативная задача

Попросил сделать пост в формате SMM-креатива про нейросети в digital-маркетинге.

Результат:

Открывашка бодрая, формат соблюдён, эмодзи расставлены (многовато), абзацы структурированы.
Даже мемчики в конце подогнал.
Единственное, слишком длинный текст для такого поста (хотя я говорил 2-3 абзаца)
— Честно? Сходу можно публиковать, но я бы доработал промпт или текст руками

TG-пост от DeepSekk
TG-пост от DeepSekk

Вывод по DeepSeek: Reasoning чувствуется. Код — уверенно. Посты — на 4. Иногда впадает в «рассуждательную петлю» и уходит в абстракции. В целом - доволен.

Qwen

Генерация кода

Ответ — быстрый, уверенный и приятно оформленный.
Модель сразу выдала корректную рекурсивную функцию с проверкой на отрицательные значения.

Особенно понравилось:

  • краткий и читаемый комментарий

  • вывод через f-строку — мелочь, а приятно (хотя не просил об этом)

Python-функция от Qwen
Python-функция от Qwen

Решение логической задачи

Увы, тут Qwen не справился.

Модель явно не хотела работать с дробями и округлила в пользу целых чисел, в результате получив 6 вместо 5.25.


Она буквально написала:

«Для получения целого числа в ответе логично предположить…»

Ошибка в решении логической задачи от Qwen
Ошибка в решении логической задачи от Qwen

Не то чтобы тупняк — скорее, отказ от сложной логики в пользу «поскорей сдать ответ». → Подходит ли это для reasoning? Вряд ли.

Креативная задача

Вот тут Qwen порадовал. Пост средней длины, структурный. Хорошо понял тональность: digital‑вайб, маркетинг, человеческий стиль.

Пост для Telegram от Qwen
Пост для Telegram от Qwen

Вывод по Qwen: Модель подходит для повседневных задач — генерить текст, писать код, делать шаблоны. Но если задача нестандартная (дроби, логика, подковырки) — лучше перепроверить или в промпте задать примеры.

Baidu ERNIE

Генерация кода

Функция факториала — классика, и ERNIE с ней справилась спокойно. Выдала правильный код, аккуратный формат, корректная обработка исключений. Без комментариев, но всё работает.

Python-функция от Baidu
Python-функция от Baidu

Решение логической задачи

И вот тут ERNIE неожиданно порадовал: единственная модель, которая справилась с первого раза и выдала корректный ответ — 5.25 яблока — с пошаговым объяснением и чистой логикой.

Решение логической задачи от Baidu с reasoning
Решение логической задачи от Baidu с reasoning

Креативная задача

Тут, увы, Baidu справился хуже всех.

  • Пост получился слишком длинным,

  • почти каждое предложение — с обязательным «нейронные сети» (ощущение, что он продвигает их по KPI)

  • читается тяжело, нет ритма и акцентов, хотя вроде старается быть «маркетинговым»

Пост для Telegram от Baidu
Пост для Telegram от Baidu

Вывод по Qwen: ERNIE — это логик, а не креатор. Отлично подойдёт для аналитических задач, структурных расчётов, но если ты ищешь помощника по копирайтингу — ERNIE из коробки не вывозит.

Бенчмарки

Что показывают официальные метрики:

Модель

MMLU (логика)

GSM8K (арифметика)

HumanEval (код)

DeepSeek‑R1

90.8%

95.03%

65.9%

Qwen 3

83.7%

95–96% (4B, 8B)

~82%

Baidu ERNIE X1

86.5%

До 92%

92.1%

Если смотреть только на метрики:

  • DeepSeek‑R1 показывает топовый уровень по логике (MMLU) и арифметике, но проседает по коду.

  • Qwen 3 уверенно лидирует в кодинге (HumanEval) и на равных по GSM8K, хотя логика чуть слабее.

  • Baidu ERNIE X1 — неожиданно сильный по HumanEval (код!), но остальное на среднем уровне.

Но! Метрики ≠ удобство. На практике всё зависит от задач и того, как ты общаешься с моделью.

Что выбрать в 2025?

DeepSeek

  • Удобный интерфейс

  • Есть мобильное приложение

  • Бесплатный

  • Работает стабильно

Qwen

  • Тоже бесплатный и удобный

  • Есть мобилька

  • Самое главное — можно выбрать модель под задачу: от лёгких до больших (2B → 72B)

  • Универсальный вариант: от кода до креатива, работает как швейцарский нож среди ИИ.

Baidu ERNIE

  • Интерфейс по умолчанию на китайском 😅 Можно переключить на английский

  • Модель понимает русские промпты

  • Крутой reasoning и код, но UX хромает. Не для всех.


📌 Личное мнение:

Мои два фаворита — Qwen и DeepSeek.
Они оба бесплатные, с удобным доступом, быстро справляются с базовыми задачами.
А если нужно что-то нестандартное — всё упирается не в модель, а в промпт и формулировку задачи. На данный момент больше пользуюсь Qwen

Baidu ERNIE тоже достоин внимания, особенно если вы готовы мириться с интерфейсом «через китайский/английский». Под капотом он умный — просто не всегда дружелюбный.

Заключение

Это моя первая статья на Habr, поэтому строго не судите :-)

Если пробовали китайские LLM — напишите в комментах, кто вам понравился и почему. Возможно кто-то тестил: GLM, Doubao, Yi — дайте знать, как они!

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  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 19:53 Tonerdomark

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 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

  • 14.10.25 08:46 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

  • 14.10.25 08:46 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

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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