Best for coding
Highest coding category score.
154 models qualify · data as of 9 Sept 2026
- 1GPT-6 Astra70.6
- 2Claude Fable 570.4
- 3Claude Opus 570
- 4GPT-5.6 Sol68
- 5GPT-5.566.6
- 6Kimi K366.5
- 7Claude Opus 4.765.5
- 8Muse Spark65.4
- 9Muse Spark 1.164.9
- 10Claude Opus 4.864.7
- 11GPT-5.6 Terra64.2
- 12Qwen3 863.9
- 13Gemini 3.1 Pro63.9
- 14Gemini 3.5 Flash63.9
- 15Grok 4.563.4
154 of 154
| # | |||||
|---|---|---|---|---|---|
| 1 |  GPT-6 AstramaxOpenAI | 70.6 | 79.0 | $22.00 | 54 |
| 2 |  Claude Fable 5Anthropic | 70.4 | 70.6 | $20.00 | 63 |
| 3 | Claude Opus 5Anthropic | 70 | 74.4 | $10.00 | 52 |
| 4 | GPT-5.6 SolhighOpenAI | 68 | 72.0 | $8.00 | 59 |
| 5 | GPT-5.5OpenAI | 66.6 | 57.3 | $11.25 | 88 |
| 6 |  Kimi K3Moonshot AIopen ↗ | 66.5 | 64.9 | $6.00 | 37 |
| 7 | Claude Opus 4.7Anthropic | 65.5 | 64.8 | $10.00 | 46 |
| 8 |  Muse SparkMeta | 65.4 | 66.0 | – | – |
| 9 | Muse Spark 1.1Meta | 64.9 | 68.2 | $2.00 | 194 |
| 10 | Claude Opus 4.8Anthropic | 64.7 | 65.7 | $10.00 | 58 |
| 11 | GPT-5.6 TerraxhighOpenAI | 64.2 | 63.7 | $4.50 | 93 |
| 12 |  Qwen3 8maxAlibaba | 63.9 | 71.7 | $2.67 | 39 |
| 13 |  Gemini 3.1 ProGoogle | 63.9 | 59.8 | $4.50 | 110 |
| 14 | Gemini 3.5 FlashmediumGoogle | 63.9 | 58.9 | $3.38 | 209 |
| 15 |  Grok 4.5xAI | 63.4 | 59.9 | $3.00 | 56 |
| 16 | GPT-5.4OpenAI | 63.4 | 51.6 | $5.63 | 130 |
| 17 | Claude Opus 4.6Anthropic | 63.1 | 62.3 | $10.00 | 38 |
| 18 | GPT-5.3 CodexOpenAI | 62.4 | 54.7 | $4.81 | 126 |
| 19 | Gemini 3 ProGoogle | 61.6 | 58.7 | $4.50 | – |
| 20 | GPT-5.2OpenAI | 61.5 | 53.2 | $4.81 | 72 |
| 21 | Claude Sonnet 5Anthropic | 61.2 | 61.7 | $4.00 | 79 |
| 22 |  GLM-5.3-FlashZhipu AIopen ↗ | 61 | 64.4 | $0.119 | 72 |
| 23 | GPT-5.2 CodexOpenAI | 60.7 | 55.5 | $4.81 | 25 |
| 24 | Kimi K2.6Moonshot AIopen ↗ | 60.6 | 60.3 | $1.71 | 52 |
| 25 | Claude Opus 4.5thinkingAnthropic | 60.6 | 56.3 | $10.00 | 46 |
| 26 | Mimo v2 ProXiaomi | 60.5 | 54.7 | $3.00 | – |
| 27 | GPT-5.5 InstantOpenAI | 60.4 | 60.8 | $11.25 | 135 |
| 28 | o3OpenAI | 60.3 | 61.8 | $3.50 | 139 |
| 29 |  Deepseek v4 ProhighDeepSeek | 60.3 | 59.4 | – | – |
| 30 | Claude Sonnet 4.6Anthropic | 60.3 | 57.1 | $6.00 | 43 |
| 31 | GLM-5.1Zhipu AIopen ↗ | 60.1 | 57.2 | $2.15 | 60 |
| 32 | GLM-5.3maxZhipu AIopen ↗ | 59.9 | 65.2 | $2.15 | 60 |
| 33 | Qwen3.7 PlusAlibaba | 59.7 | 46.5 | $1.13 | 56 |
| 34 | GPT-5OpenAI | 59.5 | 60.7 | $3.44 | 76 |
| 35 | GPT-5.1OpenAI | 59.4 | 47.0 | $3.44 | 105 |
| 36 | DeepSeek V4 FlashhighDeepSeekopen ↗ | 59.3 | 60.5 | $0.168 | 118 |
| 37 | GPT-5.6 LunaxhighOpenAI | 59.3 | 60.0 | $0.450 | 106 |
| 38 | MiMo-V2.5-ProXiaomiopen ↗ | 59 | 58.3 | $0.653 | 35 |
| 39 | GLM-5Zhipu AIopen ↗ | 59 | 52.9 | $1.55 | 66 |
| 40 | Qwen3.6 PlusAlibabaopen | 59 | 52.7 | $1.13 | 56 |
| 41 | Qwen3 7maxAlibaba | 58.9 | 60.6 | $3.75 | 199 |
| 42 | Qwen3.5 397B-A17BAlibabaopen ↗ | 58.6 | 51.7 | $0.387 | 81 |
| 43 | Claude Opus 4.1thinkingAnthropic | 58.1 | 52.8 | $30.00 | 10 |
| 44 | Claude Sonnet 4.5highAnthropic | 57.8 | 56.4 | $6.00 | 40 |
| 45 | GLM-5.2maxZhipu AIopen ↗ | 57.6 | 63.8 | $1.79 | 63 |
| 46 | Grok 4xAI | 57.2 | 59.7 | $1.56 | – |
| 47 | GLM-5V-TurboZhipu AI | 57.2 | 51.7 | $9.25 | 17 |
| 48 | Qwen 3.8 27BAlibabaopen ↗ | 57.1 | 66.0 | $1.13 | 46 |
| 49 | GPT-5.1-CodexOpenAI | 57.1 | 50.4 | $3.44 | 48 |
| 50 |  MiniMax-M3MiniMaxopen ↗ | 56.9 | 53.3 | $0.525 | 100 |
| 51 | MiniMax-M2.7MiniMaxopen ↗ | 56.5 | 50.2 | $0.525 | 62 |
| 52 | Kimi K2.7 CodeMoonshot AIopen ↗ | 56.2 | 54.0 | $1.71 | 63 |
| 53 | Kimi K2.5Moonshot AIopen ↗ | 56.1 | 52.5 | $1.20 | 37 |
| 54 |  Solar Pro 4Upstage | 56 | 48.0 | $0.525 | 68 |
| 55 | Qwen3.5 122B-A10BAlibabaopen ↗ | 56 | 47.5 | $1.10 | 129 |
| 56 | Kimi K2 5 InstantMoonshot AI | 55.9 | 52.7 | – | – |
| 57 | DeepSeek V3.2thinkingDeepSeekopen ↗ | 55.9 | 49.4 | $0.315 | 30 |
| 58 | Grok 4.1thinkingxAI | 55.9 | 45.7 | $1.56 | – |
| 59 | GPT-5 miniOpenAI | 55.8 | 48.2 | $0.688 | 103 |
| 60 |  Gemma-4-31B-ITNVIDIAopen ↗ | 55.4 | 49.7 | $0.205 | 35 |