قدرة · 2026-09-28
نماذج ذكاء اصطناعي بسياق طويل
نماذج بنافذة سياق 200K رمز أو أكثر.
ما هذا؟
- نماذج LLM ذات السياق الطويل تقبل 200K رمز أو أكثر في موجّه واحد — كتب كاملة، مستودعات متعددة الملفات، أو ساعات من النسخ المكتوب.
- بعض النماذج تتوسع إلى 1M أو 2M رمز أو أكثر.
لماذا يهم
- السياق الطويل يكمّل أو يحلّ محل RAG — يمكنك لصق كل المحتوى بدلاً من استرجاع أجزاء فقط.
- قد يتراجع الاسترجاع الفعّال مع الطول، والموجّهات الطويلة تصبح مكلفة بسعر المليون رمز.
- بعض المزوّدين يطبّقون تعرفة متدرّجة فوق 200K — راجع صفحة تفاصيل كل نموذج.
1027 نماذج تدعم هذه القدرة
عرض أول 60 من إجمالي 1027. استخدم الفهرس الكامل لمزيد من التصفية.
Frequently asked questions
How many AI models support سياق 200K+?
1027 canonical models in our database currently support سياق 200K+. The list is regenerated on every data refresh, so it always reflects the latest releases tracked in our catalogue.
What is the cheapest model with سياق 200K+?
Ling 3.0 Flash VL from openrouter is currently the lowest-priced option, at $0.021 per 1M input tokens and $0.062 per 1M output tokens. The full table above is sorted price-ascending.
Which model with سياق 200K+ has the largest context window?
Qwen Long (Alibaba (Qwen)) leads on context at 10M tokens. This may matter if you also need long-document understanding alongside سياق 200K+.
Which models are available on the most providers?
Production-readiness usually correlates with how many independent providers host the same weights. The top three by provider count are: GLM-5.2 (89), Kimi K3 (75), DeepSeek V4 Pro (72).
How is سياق 200K+ different from a regular LLM?
Long-context models accept ≥ 200K input tokens — enough for entire books, codebases or hours of transcripts in one prompt. Effective recall and per-token pricing both degrade with input length, so 'big context' is not always the right choice over RAG.
How often is this list updated?
Daily. Our data pipeline syncs once a day, regenerates the canonical model list, and rebuilds these pages so newly released models appear within 24 hours.
Explore more
Top models with this capability
- Ling 3.0 Flash VL$0.02 in / $0.06 out
- Ling 3.0 Flash$0.02 in / $0.06 out
- Ling 3.0 Flash$0.02 in / $0.06 out
- DeepSeek V4 Flash 0731$0.04 in / $0.07 out
- Qwen3.5 4B$0.04 in / $0.07 out
Other capabilities
Best-of lists you might also want
Pricing comparisons
Vendors in this list
آخر تحديث:
Prices in USD per 1M tokens. Unknown means the provider does not publish per-token pricing.
Pricing and capabilities are refreshed daily and reconciled against each provider's official documentation. Always verify critical production decisions with the provider directly.