by capability
Reasoning-mode models
Models that support extended reasoning / thinking modes for complex problems.
What this is
Ranked by capability match + real benchmark scores + live pricing, daily-refreshed. Benchmark sources: Aider Polyglot (coding) and Artificial Analysis Intelligence Index (overall, coding, agentic). Full methodology →
| # | Model | Score | In / 1M | Out / 1M | Context | |
|---|---|---|---|---|---|---|
| 1 | Google: Gemini 3.6 Flash NEWgoogle/gemini-3.6-flash | — | $1.500 | $7.500 | 1,048,576 | Details → |
| 2 | Google: Gemini 3.5 Flash Lite NEWgoogle/gemini-3.5-flash-lite | — | $0.300 | $2.500 | 1,048,576 | Details → |
| 3 | Thinking Machines: Inkling NEWthinkingmachines/inkling | — | $1.000 | $4.050 | 524,288 | Details → |
| 4 | Meta: Muse Spark 1.1 NEWmeta/muse-spark-1.1 | — | $1.250 | $4.250 | 1,048,576 | Details → |
| 5 | OpenAI: GPT-5.6 Luna Pro NEWopenai/gpt-5.6-luna-pro | — | $1.000 | $6.000 | 1,050,000 | Details → |
| 6 | OpenAI: GPT-5.6 Luna NEWopenai/gpt-5.6-luna | — | $1.000 | $6.000 | 1,050,000 | Details → |
| 7 | OpenAI: GPT-5.6 Terra Pro NEWopenai/gpt-5.6-terra-pro | — | $2.500 | $15.000 | 1,050,000 | Details → |
| 8 | OpenAI: GPT-5.6 Terra NEWopenai/gpt-5.6-terra | — | $2.500 | $15.000 | 1,050,000 | Details → |
| 9 | xAI: Grok 4.5x-ai/grok-4.5 | — | $2.000 | $6.000 | 500,000 | Details → |
| 10 | xAI: Grok Latest~x-ai/grok-latest | — | $2.000 | $6.000 | 500,000 | Details → |
| 11 | Anthropic: Claude Sonnet 5anthropic/claude-sonnet-5 | — | $2.000 | $10.000 | 1,000,000 | Details → |
| 12 | Nex AGI: Nex-N2-Mininex-agi/nex-n2-mini | — | $0.025 | $0.100 | 262,144 | Details → |
| 13 | MoonshotAI: Kimi K2.7 Codemoonshotai/kimi-k2.7-code | — | $0.820 | $3.750 | 262,144 | Details → |
| 14 | Qwen: Qwen3.7 Plusqwen/qwen3.7-plus | — | $0.320 | $1.280 | 1,000,000 | Details → |
| 15 | MiniMax: MiniMax M3minimax/minimax-m3 | — | $0.300 | $1.200 | 1,048,576 | Details → |
| 16 | StepFun: Step 3.7 Flashstepfun/step-3.7-flash | — | $0.200 | $1.150 | 262,144 | Details → |
| 17 | xAI: Grok Build 0.1x-ai/grok-build-0.1 | — | $1.000 | $2.000 | 256,000 | Details → |
| 18 | Google: Gemini 3.5 Flashgoogle/gemini-3.5-flash | — | $1.500 | $9.000 | 1,048,576 | Details → |
| 19 | Google: Gemini 3.1 Flash Litegoogle/gemini-3.1-flash-lite | — | $0.250 | $1.500 | 1,048,576 | Details → |
| 20 | xAI: Grok 4.3x-ai/grok-4.3 | — | $1.250 | $2.500 | 1,000,000 | Details → |
| 21 | Mistral: Mistral Medium 3.5mistralai/mistral-medium-3-5 | — | $1.500 | $7.500 | 262,144 | Details → |
| 22 | NVIDIA: Nemotron 3 Nano Omni (free)nvidia/nemotron-3-nano-omni-30b-a3b-reasoning:free | — | Free | Free | 256,000 | Details → |
| 23 | Anthropic Claude Haiku Latest~anthropic/claude-haiku-latest | — | $1.000 | $5.000 | 200,000 | Details → |
| 24 | OpenAI GPT Mini Latest~openai/gpt-mini-latest | — | $0.750 | $4.500 | 400,000 | Details → |
| 25 | Google Gemini Pro Latest~google/gemini-pro-latest | — | $2.000 | $12.000 | 1,048,576 | Details → |
| 26 | Google Gemini Flash Latest~google/gemini-flash-latest | — | $1.500 | $7.500 | 1,048,576 | Details → |
| 27 | Anthropic Claude Sonnet Latest~anthropic/claude-sonnet-latest | — | $2.000 | $10.000 | 1,000,000 | Details → |
| 28 | Qwen: Qwen3.5 Plus 2026-04-20qwen/qwen3.5-plus-20260420 | — | $0.300 | $1.800 | 1,000,000 | Details → |
| 29 | Qwen: Qwen3.6 Flashqwen/qwen3.6-flash | — | $0.188 | $1.125 | 1,000,000 | Details → |
| 30 | Qwen: Qwen3.6 35B A3Bqwen/qwen3.6-35b-a3b | — | $0.140 | $1.000 | 262,144 | Details → |
| 31 | Qwen: Qwen3.6 27Bqwen/qwen3.6-27b | — | $0.600 | $3.600 | 262,144 | Details → |
| 32 | Xiaomi: MiMo-V2.5xiaomi/mimo-v2.5 | — | $0.140 | $0.280 | 1,050,000 | Details → |
| 33 | MoonshotAI: Kimi K2.6moonshotai/kimi-k2.6 | 80 | $0.684 | $3.420 | 262,144 | Details → |
| 34 | Google: Gemma 4 26B A4B google/gemma-4-26b-a4b-it | 52 | $0.120 | $0.350 | 262,144 | Details → |
| 35 | Google: Gemma 4 26B A4B (free)google/gemma-4-26b-a4b-it:free | — | Free | Free | 262,144 | Details → |
| 36 | Google: Gemma 4 31Bgoogle/gemma-4-31b-it | 57 | $0.120 | $0.350 | 262,144 | Details → |
| 37 | Google: Gemma 4 31B (free)google/gemma-4-31b-it:free | — | Free | Free | 262,144 | Details → |
| 38 | Qwen: Qwen3.6 Plusqwen/qwen3.6-plus | — | $0.325 | $1.950 | 1,000,000 | Details → |
| 39 | Z.ai: GLM 5V Turboz-ai/glm-5v-turbo | — | $1.200 | $4.000 | 202,752 | Details → |
| 40 | xAI: Grok 4.20x-ai/grok-4.20 | — | $1.250 | $2.500 | 2,000,000 | Details → |
| 41 | OpenAI: GPT-5.4 Nanoopenai/gpt-5.4-nano | — | $0.200 | $1.250 | 400,000 | Details → |
| 42 | OpenAI: GPT-5.4 Miniopenai/gpt-5.4-mini | — | $0.750 | $4.500 | 400,000 | Details → |
| 43 | Mistral: Mistral Small 4mistralai/mistral-small-2603 | — | $0.150 | $0.600 | 262,144 | Details → |
| 44 | ByteDance Seed: Seed-2.0-Litebytedance-seed/seed-2.0-lite | — | $0.250 | $2.000 | 262,144 | Details → |
| 45 | Qwen: Qwen3.5-9Bqwen/qwen3.5-9b | — | $0.100 | $0.150 | 262,144 | Details → |
| 46 | OpenAI: GPT-5.4openai/gpt-5.4 | 90 | $2.500 | $15.000 | 1,050,000 | Details → |
| 47 | Google: Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | — | $0.250 | $1.500 | 1,048,576 | Details → |
| 48 | ByteDance Seed: Seed-2.0-Minibytedance-seed/seed-2.0-mini | — | $0.100 | $0.400 | 262,144 | Details → |
| 49 | Qwen: Qwen3.5-35B-A3Bqwen/qwen3.5-35b-a3b | — | $0.140 | $1.000 | 262,144 | Details → |
| 50 | Qwen: Qwen3.5-27Bqwen/qwen3.5-27b | — | $0.260 | $2.600 | 262,144 | Details → |