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مدل‌های context بلند برای اسناد و کدبیس

با context بلند می‌توانی کل یک سند یا چند فایل کد را در یک درخواست بدهی و از پیچیدگی chunking و RAG فرار کنی. حواست باشد هزینهٔ ورودی خطی رشد می‌کند؛ اگر بخش زیادی از context ثابت است، مدل‌هایی با cache ورودی بسیار ارزان‌ترند.

۳۰۰ مدل در این دسته · قیمت‌ها به تومان به‌ازای ۱ میلیون توکن

مدلقابلیت‌هاcontextورودی / ۱Mخروجی / ۱M≈ ۱٬۰۰۰ کلمه
Auto Routeropenrouter/autovisiontoolsreasoningjson2,000,000———
Auto Router (Beta)openrouter/auto-betavisiontoolsreasoningjson2,000,000———
Pareto Code Routeropenrouter/pareto-code2,000,000———
Grok 4.20x-ai/grok-4.20visiontoolsreasoningjson2,000,000362,656725,3131,414
Grok 4.20 Multi-Agentx-ai/grok-4.20-multi-agentvisionreasoningjsonfiles2,000,000362,656725,3131,414
DeepSeek V4 Flash 0731deepseek/deepseek-v4-flash-0731toolsreasoningjson1,310,72040,61881,235158
Llama 4 Scoutmeta-llama/llama-4-scoutvisiontoolsjson1,310,72029,01387,038151
GLM 5.3z-ai/glm-5.3toolsreasoningjson1,310,720406,1751,276,5502,188
GLM 5.3 Flashz-ai/glm-5.3-flashvisiontoolsreasoningjson1,310,72021,75972,531123
DeepSeek V4 Flash Latest~deepseek/deepseek-v4-flash-latesttoolsreasoningjson1,310,72014,50646,42079
GLM Flash Latest~z-ai/glm-flash-latestvisiontoolsreasoningjson1,310,72020,67168,905116
GLM Latest~z-ai/glm-latesttoolsreasoningjson1,310,720324,9401,021,2401,750
GPT-5.4openai/gpt-5.4visiontoolsreasoningjson1,050,000725,3134,351,8756,600
GPT-5.4 Proopenai/gpt-5.4-provisiontoolsreasoningjson1,050,0008,703,75052,222,50079,204
GPT-5.4 Pro (batch)openai/gpt-5.4-pro:batchvisiontoolsreasoningjson1,050,0004,351,87526,111,25039,602
GPT-5.4 (batch)openai/gpt-5.4:batchvisiontoolsreasoningjson1,050,000362,6562,175,9383,300
GPT-5.5openai/gpt-5.5visiontoolsreasoningjson1,050,0001,450,6258,703,75013,201
GPT-5.5 Proopenai/gpt-5.5-provisiontoolsreasoningjson1,050,0008,703,75052,222,50079,204
GPT-5.5 Pro (batch)openai/gpt-5.5-pro:batchvisiontoolsreasoningjson1,050,0004,351,87526,111,25039,602
GPT-5.5 (batch)openai/gpt-5.5:batchvisiontoolsreasoningjson1,050,000725,3134,351,8756,600
GPT-5.6 Lunaopenai/gpt-5.6-lunavisiontoolsreasoningjson1,050,00058,025348,150528
GPT-5.6 Luna Proopenai/gpt-5.6-luna-provisiontoolsreasoningjson1,050,00058,025348,150528
GPT-5.6 Luna Pro (batch)openai/gpt-5.6-luna-pro:batchvisiontoolsreasoningjson1,050,00029,013174,075264
GPT-5.6 Luna (batch)openai/gpt-5.6-luna:batchvisiontoolsreasoningjson1,050,00029,013174,075264
GPT-5.6 Solopenai/gpt-5.6-solvisiontoolsreasoningjson1,050,000580,2502,901,2504,526
GPT-5.6 Sol Proopenai/gpt-5.6-sol-provisiontoolsreasoningjson1,050,000580,2502,901,2504,526
GPT-5.6 Sol Pro (batch)openai/gpt-5.6-sol-pro:batchvisiontoolsreasoningjson1,050,000290,1251,450,6252,263
GPT-5.6 Sol (batch)openai/gpt-5.6-sol:batchvisiontoolsreasoningjson1,050,000290,1251,450,6252,263
GPT-5.6 Terraopenai/gpt-5.6-terravisiontoolsreasoningjson1,050,000580,2503,481,5005,280
GPT-5.6 Terra Proopenai/gpt-5.6-terra-provisiontoolsreasoningjson1,050,000580,2503,481,5005,280
GPT-5.6 Terra Pro (batch)openai/gpt-5.6-terra-pro:batchvisiontoolsreasoningjson1,050,000290,1251,740,7502,640
GPT-5.6 Terra (batch)openai/gpt-5.6-terra:batchvisiontoolsreasoningjson1,050,000290,1251,740,7502,640
GPT-6 Astraopenai/gpt-6-astravisiontoolsreasoningjson1,050,0002,901,25014,506,25022,630
GPT-6 Astra Proopenai/gpt-6-astra-provisiontoolsreasoningjson1,050,0002,901,25014,506,25022,630
GPT-6 Astra Pro (batch)openai/gpt-6-astra-pro:batchvisiontoolsreasoningjson1,050,0001,450,6257,253,12511,315
GPT-6 Astra (batch)openai/gpt-6-astra:batchvisiontoolsreasoningjson1,050,0001,450,6257,253,12511,315
MiMo-V2.5xiaomi/mimo-v2.5visiontoolsreasoningjson1,050,00040,61881,235158
MiMo-V2.5-Proxiaomi/mimo-v2.5-protoolsreasoningjson1,050,000126,204252,409492
OpenAI GPT Latest~openai/gpt-latestvisiontoolsreasoningjson1,050,000580,2502,901,2504,526
LongCat 2.0meituan/longcat-2.0toolsreasoning1,048,75687,038348,150566
DeepSeek V4 Flash 0423deepseek/deepseek-v4-flashtoolsreasoningjson1,048,57625,70751,414100
DeepSeek V4 Flash 0731 (batch)deepseek/deepseek-v4-flash-0731:batchtoolsreasoningjson1,048,57640,61881,235158
DeepSeek V4 Flash Vision Expdeepseek/deepseek-v4-flash-vision-expvisiontoolsreasoningjson1,048,57663,828191,483332
DeepSeek V4 Pro 0423deepseek/deepseek-v4-protoolsreasoningjson1,048,576277,145554,2901,081
DeepSeek V4 Pro 0813deepseek/deepseek-v4-pro-0813toolsreasoningjson1,048,576304,457913,3721,583
DeepSeek V4 Pro 0813 (batch)deepseek/deepseek-v4-pro-0813:batchtoolsreasoningjson1,048,576382,9651,148,8951,991
Gemini 2.5 Flashgoogle/gemini-2.5-flashvisiontoolsreasoningjson1,048,57687,038725,3131,056
Gemini 2.5 Flash Litegoogle/gemini-2.5-flash-litevisiontoolsreasoningjson1,048,57629,013116,050189
Gemini 2.5 Flash Lite (batch)google/gemini-2.5-flash-lite:batchvisiontoolsreasoningjson1,048,57614,50658,02594
Gemini 2.5 Flash (batch)google/gemini-2.5-flash:batchvisiontoolsreasoningjson1,048,57643,519362,656528
Gemini 2.5 Progoogle/gemini-2.5-provisiontoolsreasoningjson1,048,576362,6562,901,2504,243
Gemini 2.5 Pro Preview 06-05google/gemini-2.5-pro-previewvisiontoolsreasoningjson1,048,576362,6562,901,2504,243
Gemini 2.5 Pro Preview 05-06google/gemini-2.5-pro-preview-05-06visiontoolsreasoningjson1,048,576362,6562,901,2504,243
Gemini 2.5 Pro (batch)google/gemini-2.5-pro:batchvisiontoolsreasoningjson1,048,576181,3281,450,6252,122
Gemini 3 Flash Previewgoogle/gemini-3-flash-previewvisiontoolsreasoningjson1,048,576145,063870,3751,320
Gemini 3 Flash Preview (batch)google/gemini-3-flash-preview:batchvisiontoolsreasoningjson1,048,57672,531435,188660
Gemini 3.1 Flash Litegoogle/gemini-3.1-flash-litevisiontoolsreasoningjson1,048,57672,531435,188660
Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-previewvisiontoolsreasoningjson1,048,57672,531435,188660
Gemini 3.1 Flash Lite (batch)google/gemini-3.1-flash-lite:batchvisiontoolsreasoningjson1,048,57636,266217,594330
Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-previewvisiontoolsreasoningjson1,048,576580,2503,481,5005,280
Gemini 3.1 Pro Preview Custom Toolsgoogle/gemini-3.1-pro-preview-customtoolsvisiontoolsreasoningjson1,048,576580,2503,481,5005,280
Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batchvisiontoolsreasoningjson1,048,576290,1251,740,7502,640
Gemini 3.5 Flashgoogle/gemini-3.5-flashvisiontoolsreasoningjson1,048,576435,1882,611,1253,960
Gemini 3.5 Flash Litegoogle/gemini-3.5-flash-litevisiontoolsreasoningjson1,048,57687,038725,3131,056
Gemini 3.5 Flash Lite (batch)google/gemini-3.5-flash-lite:batchvisiontoolsreasoningjson1,048,57643,519362,656528
Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batchvisiontoolsreasoningjson1,048,576217,5941,305,5631,980
Gemini 3.6 Flashgoogle/gemini-3.6-flashvisiontoolsreasoningjson1,048,576217,5941,087,9691,697
Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batchvisiontoolsreasoningjson1,048,576108,797543,984849
Gemini 3.7 Flashgoogle/gemini-3.7-flashvisiontoolsreasoningjson1,048,576217,5941,087,9691,697
Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batchvisiontoolsreasoningjson1,048,576108,797543,984849
Gemini 3.8 Flashgoogle/gemini-3.8-flashvisiontoolsreasoningjson1,048,576217,5941,087,9691,697
Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batchvisiontoolsreasoningjson1,048,576108,797543,984849
Lyria 3 Clip Previewgoogle/lyria-3-clip-previewvisionjson1,048,576000
Lyria 3 Pro Previewgoogle/lyria-3-pro-previewvisionjson1,048,576000
Llama 4 Maverickmeta-llama/llama-4-maverickvisiontoolsjson1,048,57658,025201,927338
Muse Spark 1.1meta/muse-spark-1.1visiontoolsreasoningjson1,048,576362,6561,233,0312,074
Muse Spark 1.2meta/muse-spark-1.2visiontoolsreasoningjson1,048,576362,6561,233,0312,074
Muse Spark 1.2 Contributormeta/muse-spark-1.2-contributorvisiontoolsreasoningjson1,048,57629,01358,025113
Muse Spark 1.3meta/muse-spark-1.3visiontoolsreasoningjson1,048,576362,6561,233,0312,074
Muse Spark 1.3 Contributormeta/muse-spark-1.3-contributorvisiontoolsreasoningjson1,048,57629,01358,025113
MiniMax M3minimax/minimax-m3visiontoolsreasoningjson1,048,57687,038348,150566
MiniMax M3 (free)minimax/minimax-m3:freeرایگان · ظرفیت محدودvisiontoolsreasoningjson1,048,576000
Kimi K3moonshotai/kimi-k3visiontoolsreasoningjson1,048,576870,3754,351,8756,789
Kimi K3 (batch)moonshotai/kimi-k3:batchvisiontoolsreasoningjson1,048,576870,3754,351,8756,789
Laguna S 2.1poolside/laguna-s-2.1toolsreasoning1,048,57626,11152,223102
Qwen3.8 2.4T A95Bqwen/qwen3.8-2.4t-a95btoolsreasoningjson1,048,576580,2501,740,7503,017
Hy4 previewtencent/hy4-previewtoolsreasoningjson1,048,576241,964725,6031,258
Inklingthinkingmachines/inklingvisiontoolsreasoningjson1,048,576290,1251,175,0061,905
Inkling Smallthinkingmachines/inkling-smallvisiontoolsreasoningaudio1,048,576130,556348,150622
Inkling Small (free)thinkingmachines/inkling-small:freeرایگان · ظرفیت محدودvisiontoolsreasoningaudio1,048,576000
Inkling (free)thinkingmachines/inkling:freeرایگان · ظرفیت محدودvisiontoolsreasoningaudio1,048,576000
GLM 5.2z-ai/glm-5.2toolsreasoningjson1,048,576280,261880,8201,509
Google Gemini Flash Latest~google/gemini-flash-latestvisiontoolsreasoningjson1,048,576217,5941,087,9691,697
Google Gemini Pro Latest~google/gemini-pro-latestvisiontoolsreasoningjson1,048,576580,2503,481,5005,280
MoonshotAI Kimi Latest~moonshotai/kimi-latestvisiontoolsreasoningjson1,048,576739,8193,699,0945,771
GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batchvisiontoolsreasoningjson1,048,57543,519145,063245
GPT-4.1openai/gpt-4.1visiontoolsjsonfiles1,047,576580,2502,321,0003,772
GPT-4.1 Miniopenai/gpt-4.1-minivisiontoolsjsonfiles1,047,576116,050464,200754
GPT-4.1 Mini (batch)openai/gpt-4.1-mini:batchvisiontoolsjsonfiles1,047,57658,025232,100377
GPT-4.1 Nanoopenai/gpt-4.1-nanovisiontoolsjsonfiles1,047,57629,013116,050189
GPT-4.1 Nano (batch)openai/gpt-4.1-nano:batchvisiontoolsjsonfiles1,047,57614,50658,02594
GPT-4.1 (batch)openai/gpt-4.1:batchvisiontoolsjsonfiles1,047,576290,1251,160,5001,886
Palmyra X5writer/palmyra-x51,040,000174,0751,740,7502,489
UnslopNemo 12Bthedrummer/unslopnemo-12btoolsjson1,024,000116,050116,050302
Qwen3.8 2.4T A95B (batch)qwen/qwen3.8-2.4t-a95b:batchtoolsreasoningjson1,010,000580,2501,740,7503,017
MiniMax-01minimax/minimax-01vision1,000,19258,025319,138490
Nova 2 Liteamazon/nova-2-lite-v1visiontoolsreasoningfiles1,000,00087,038725,3131,056
Nova Premier 1.0amazon/nova-premier-v1visiontools1,000,000725,3133,626,5635,657
Claude Fable 5anthropic/claude-fable-5visiontoolsreasoningjson1,000,0002,901,25014,506,25022,630
Claude Fable 5.1anthropic/claude-fable-5.1visiontoolsreasoningjson1,000,0002,901,25014,506,25022,630
Claude Fable 5.1 (batch)anthropic/claude-fable-5.1:batchvisiontoolsreasoningjson1,000,0001,450,6257,253,12511,315
Claude Fable 5 (batch)anthropic/claude-fable-5:batchvisiontoolsreasoningjson1,000,0001,450,6257,253,12511,315
Claude Opus 4.6anthropic/claude-opus-4.6visiontoolsreasoningjson1,000,0001,450,6257,253,12511,315
Claude Opus 4.6 (batch)anthropic/claude-opus-4.6:batchvisiontoolsreasoningjson1,000,000725,3133,626,5635,657
Claude Opus 4.7anthropic/claude-opus-4.7visiontoolsreasoningjson1,000,0001,450,6257,253,12511,315
Claude Opus 4.7 (batch)anthropic/claude-opus-4.7:batchvisiontoolsreasoningjson1,000,000725,3133,626,5635,657
Claude Opus 4.8anthropic/claude-opus-4.8visiontoolsreasoningjson1,000,0001,450,6257,253,12511,315
Claude Opus 4.8 (batch)anthropic/claude-opus-4.8:batchvisiontoolsreasoningjson1,000,000725,3133,626,5635,657
Claude Opus 5anthropic/claude-opus-5visiontoolsreasoningjson1,000,0001,450,6257,253,12511,315
Claude Opus 5 (batch)anthropic/claude-opus-5:batchvisiontoolsreasoningjson1,000,000725,3133,626,5635,657

۱۲۰ مورد اول نمایش داده شد؛ برای فیلتر دقیق‌تر فهرست کامل را ببین.

دسته‌های دیگر

مدل‌های مناسب کدنویسی و بازبینی کدمدل‌های ارزان برای کار پرحجممدل‌های رایگان (ظرفیت محدود)مدل‌هایی که تصویر می‌خوانندمدل‌های استدلالی برای مسئله‌های چندمرحله‌ایمدل‌هایی برای ایجنت و ابزارمدل‌هایی که تصویر تولید می‌کنندمدل‌های embedding (جستجوی معنایی و RAG)مدل‌های batch (ارزان‌تر، کندتر)

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