Rankings
Best Reasoning
Models with extended thinking or strong reasoning capabilities.
Models ranked
466
Top context
1M
Jp Anthropic Claude Sonnet 4 6
Leading provider
Openai
102 models in this ranking
Leaderboard
Tap any row to see full specs and comparisons.
| Rank | Model | Context | Max output | Input $/M | Reasoning score |
|---|---|---|---|---|---|
| 1 | Jp Anthropic Claude Sonnet 4 6Anthropic | 1M | 64K | $3.30/M | 1000K ctx |
| 2 | Apac Amazon Nova 2 LiteAmazon | 1M | 64K | $0.330/M | 1000K ctx |
| 3 | Apac Amazon Nova 2 Pro Preview 20251202Amazon | 1M | 64K | $2.19/M | 1000K ctx |
| 4 | Claude Sonnet 4 6Anthropic | 1M | 64K | $3.00/M | 1000K ctx |
| 5 | Gemini 3.6 FlashGoogle | 1.0M | 66K | $1.50/M | 1048K ctx |
| 6 | Gemini 3.5 FlashGoogle | 1.0M | 66K | $1.50/M | 1048K ctx |
| 7 | Apac Anthropic Claude Sonnet 4 20250514Anthropic | 1M | 64K | $3.00/M | 1000K ctx |
| 8 | Apac Anthropic Claude Haiku 4 5 20251001Anthropic | 200K | 64K | $1.10/M | 200K ctx |
| 9 | Claude Haiku 4 5Anthropic | 200K | 64K | $1.00/M | 200K ctx |
| 10 | Claude Opus 4 1Anthropic | 200K | 32K | $15.00/M | 200K ctx |
| 11 | GPT-5 Nano (batch)Openai | 400K | 128K | — | 400K ctx |
| 12 | Gpt 5 2025 08 07Openai | 272K | 128K | $1.25/M | 272K ctx |
| 13 | Gpt 5 Mini 2025 08 07Openai | 272K | 128K | $0.250/M | 272K ctx |
| 14 | Gpt 5 Nano 2025 08 07Openai | 272K | 128K | $0.050/M | 272K ctx |
| 15 | GPT-5.1Openai | 272K | 128K | $1.25/M | 272K ctx |
| 16 | O3 Mini 2025 01 31Openai | 200K | 100K | $1.10/M | 200K ctx |
| 17 | Grok Build 0.1Xai | 256K | — | — | 256K ctx |
| 18 | GPT-5Openai | 272K | 128K | $1.25/M | 272K ctx |
| 19 | Claude Opus 4.7 (batch)Anthropic | 1M | 128K | — | 1000K ctx |
| 20 | GPT-5.4Openai | 1.1M | 128K | $2.50/M | 1050K ctx |
| 21 | GPT-5.2Openai | 272K | 128K | $1.75/M | 272K ctx |
| 22 | Gpt 5 2 2025 12 11Openai | 272K | 128K | $1.75/M | 272K ctx |
| 23 | o1Openai | 200K | 100K | $15.00/M | 200K ctx |
| 24 | o3Openai | 200K | 100K | $2.00/M | 200K ctx |
| 25 | O3 2025 04 16Openai | 200K | 100K | $2.00/M | 200K ctx |
Showing 25 of 466 models
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Models with large enough context to process long documents in one pass.
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Models offering the most context window per dollar of input cost.
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