Models are sorted by context window size. Use this page when your workflow needs long documents, large retrieval payloads, or multi-file context.
Largest Context Window LLM Models
This page surfaces models with the biggest context windows for retrieval, long-document analysis, codebase review, and agent workflows.
50Models listed
1M input + 500K outputCost example tokens
USD / 1MNormalized prices
Quick shortlist
Start with Grok 4.20 Multi-Agent.
This guide is sorted by context window, so the first rows are the strongest starting point for RAG, long documents, and large codebase context.
The ranking is a discovery aid, not a final recommendation. Always compare the model against your workload and verify provider pricing before production use.
Model Ranking
Browse all models| Model | Provider | Prompt | Output | Sample cost | Your Cost | Context | Popularity | Release |
|---|---|---|---|---|---|---|---|---|
| Grok 4.20 Multi-Agent | SpaceXAI | $1.25 | $2.5 | $2.5 | $2.5 | 2M | ||
| Grok 4.20 | SpaceXAI | $1.25 | $2.5 | $2.5 | $2.5 | 2M | ||
| 🔥DeepSeek V4 Flash 0731 | DeepSeek | $0.08 | $0.18 | $0.17 | $0.17 | 1.31M | #1 | |
| DeepSeek V4 Flash Latest | deepseek | $0.04 | $0.13 | $0.11 | $0.11 | 1.31M | ||
| Llama 4 Scout | Meta | $0.1 | $0.3 | $0.25 | $0.25 | 1.31M | ||
| 🔥MiMo-V2.5 | Xiaomi | $0.14 | $0.28 | $0.28 | $0.28 | 1.05M | #2 | |
| 🔥GPT-5.6 Luna | OpenAI | $0.2 | $1.2 | $0.8 | $0.8 | 1.05M | #6 | |
| 🔥GPT-5.6 Sol | OpenAI | $2 | $10 | $7 | $7 | 1.05M | #15 | |
| GPT-5.6 Luna Pro | OpenAI | $0.2 | $1.2 | $0.8 | $0.8 | 1.05M | ||
| GPT-5.6 Luna Pro (batch) | OpenAI | $0.1 | $0.6 | $0.4 | $0.4 | 1.05M | ||
| GPT-5.6 Luna (batch) | OpenAI | $0.1 | $0.6 | $0.4 | $0.4 | 1.05M | ||
| GPT-5.6 Terra Pro | OpenAI | $2 | $12 | $8 | $8 | 1.05M | ||
| GPT-5.6 Terra Pro (batch) | OpenAI | $1 | $6 | $4 | $4 | 1.05M | ||
| GPT-5.6 Terra | OpenAI | $2 | $12 | $8 | $8 | 1.05M | ||
| GPT-5.6 Terra (batch) | OpenAI | $1 | $6 | $4 | $4 | 1.05M | ||
| GPT-5.6 Sol Pro | OpenAI | $2 | $10 | $7 | $7 | 1.05M | ||
| GPT-5.6 Sol Pro (batch) | OpenAI | $1 | $5 | $3.5 | $3.5 | 1.05M | ||
| GPT-5.6 Sol (batch) | OpenAI | $1 | $5 | $3.5 | $3.5 | 1.05M | ||
| OpenAI GPT Latest | OpenAI | $2 | $10 | $7 | $7 | 1.05M | ||
| GPT-5.5 Pro | OpenAI | $30 | $180 | $120 | $120 | 1.05M | ||
| GPT-5.5 Pro (batch) | OpenAI | $15 | $90 | $60 | $60 | 1.05M | ||
| GPT-5.5 | OpenAI | $5 | $30 | $20 | $20 | 1.05M | ||
| GPT-5.5 (batch) | OpenAI | $2.5 | $15 | $10 | $10 | 1.05M | ||
| MiMo-V2.5-Pro | Xiaomi | $0.435 | $0.87 | $0.87 | $0.87 | 1.05M | ||
| GPT-5.4 Pro | OpenAI | $30 | $180 | $120 | $120 | 1.05M | ||
| GPT-5.4 Pro (batch) | OpenAI | $15 | $90 | $60 | $60 | 1.05M | ||
| GPT-5.4 | OpenAI | $2.5 | $15 | $10 | $10 | 1.05M | ||
| GPT-5.4 (batch) | OpenAI | $1.25 | $7.5 | $5 | $5 | 1.05M | ||
| LongCat 2.0 | Meituan | $0.3 | $1.2 | $0.9 | $0.9 | 1.05M | ||
| Owl Alpha | OpenRouter | $0 | $0 | $0 | $0 | 1.05M | ||
| New🔥Ox Alpha | stealth | $0 | $0 | $0 | $0 | 1.05M | #4 | |
| 🔥DeepSeek V4 Flash 0423 | DeepSeek | $0.0517 | $0.1033 | $0.1 | $0.1 | 1.05M | #5 | |
| 🔥GLM 5.2 | Z.ai | $0.966 | $3.036 | $2.48 | $2.48 | 1.05M | #8 | |
| 🔥DeepSeek V4 Pro 0423 | DeepSeek | $0.3969 | $0.7938 | $0.79 | $0.79 | 1.05M | #10 | |
| New🔥Gemini 3.7 Flash | $0.375 | $1.875 | $1.31 | $1.31 | 1.05M | #12 | ||
| 🔥Gemini 3.6 Flash | $0.75 | $3.75 | $2.62 | $2.62 | 1.05M | #13 | ||
| 🔥Kimi K3 | MoonshotAI | $3 | $15 | $10.5 | $10.5 | 1.05M | #14 | |
| 🔥Gemini 3 Flash Preview | $0.5 | $3 | $2 | $2 | 1.05M | #18 | ||
| NewMuse Spark 1.2 Contributor | Meta | $0.1 | $0.2 | $0.2 | $0.2 | 1.05M | ||
| NewDeepSeek V4 Flash Vision Exp | DeepSeek | $0.22 | $0.66 | $0.55 | $0.55 | 1.05M | ||
| NewGLM Latest | Z.ai | $1.4 | $4.4 | $3.6 | $3.6 | 1.05M | ||
| NewGLM 5.3 | Z.ai | $1.4 | $4.4 | $3.6 | $3.6 | 1.05M | ||
| NewGemini 3.7 Flash (batch) | $0.1875 | $0.9375 | $0.66 | $0.66 | 1.05M | |||
| NewQwen3.8 2.4T A95B | Qwen | $2 | $6 | $5 | $5 | 1.05M | ||
| NewDeepSeek V4 Pro 0813 | DeepSeek | $1.122 | $3.366 | $2.81 | $2.81 | 1.05M | ||
| Muse Spark 1.2 | Meta | $1.25 | $4.25 | $3.38 | $3.38 | 1.05M | ||
| Inkling Small | Thinking Machines | $0.45 | $1.2 | $1.05 | $1.05 | 1.05M | ||
| Laguna S 2.1 | Poolside | $0.09 | $0.18 | $0.18 | $0.18 | 1.05M | ||
| Gemini 3.6 Flash (batch) | $0.375 | $1.875 | $1.31 | $1.31 | 1.05M | |||
| Gemini 3.5 Flash Lite | $0.3 | $2.5 | $1.55 | $1.55 | 1.05M |
Pricing FAQ
How is the sample workload cost calculated?
The sample workload uses 1,000,000 input tokens plus 500,000 output tokens, then applies each model's normalized USD price per 1 million tokens.
Why do input and output token prices matter separately?
Many applications are output-token heavy, while retrieval and classification workloads may be input-token heavy. Comparing both prices helps avoid picking a model that is cheap for the wrong workload shape.
Should I verify prices before production use?
Yes. AI Model Matrix normalizes public pricing metadata for comparison, but provider availability, limits, and prices can change. Always verify the final contract or provider dashboard before production use.
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