Coding leaderboard
Ranked by coding benchmark scores from Artificial Analysis.
| Rank | Model | Creator | Score | Input / 1M | Context | Last verified |
|---|---|---|---|---|---|---|
| 1 | GPT-5.6 Sol | OpenAI | 77.4 | $5.000 | 1.05M | Jul 12, 2026 |
| 2 | GPT-5.6 Terra | OpenAI | 76.7 | $2.500 | 1.05M | Jul 12, 2026 |
| 3 | Claude Fable 5 | Anthropic | 76.5 | $10.000 | 1M | Jul 12, 2026 |
| 4 | GPT-5.5 | OpenAI | 74.9 | $5.000 | 1.05M | Jul 12, 2026 |
| 5 | Anthropic: Claude Opus 4.8 | Anthropic | 74.3 | $5.000 | 1M | Jul 12, 2026 |
| 6 | Anthropic: Claude Opus 4.7 | Anthropic | 73.6 | $5.000 | 1M | Jul 12, 2026 |
| 7 | xAI: Grok 4.5 | xAI | 72.4 | $2.000 | 500K | Jul 12, 2026 |
| 8 | Claude Sonnet 5 | Anthropic | 71.5 | $2.000 | 1M | Jul 12, 2026 |
| 9 | GPT-5.6 Luna | OpenAI | 71.4 | $1.000 | 1.05M | Jul 12, 2026 |
| 10 | GPT-5.4 | OpenAI | 71.1 | $2.500 | 1.05M | Jul 12, 2026 |
| 11 | Gemini 3.5 Flash | 70.1 | $1.500 | 1.04858M | Jul 12, 2026 | |
| 12 | Z.ai: GLM 5.2 | Z Ai | 68.8 | $0.420 | 1.04858M | Jul 12, 2026 |
| 13 | Gemini 3.1 Pro Preview | 68.8 | $2.000 | 1.04858M | Jul 12, 2026 | |
| 14 | Qwen: Qwen3.7 Max | Alibaba Qwen | 66.0 | $1.250 | 1M | Jul 12, 2026 |
| 15 | Anthropic: Claude Sonnet 4.6 | Anthropic | 63.0 | $3.000 | 1M | Jul 12, 2026 |
| 16 | Kimi K2.6 | Moonshot AI | 61.8 | $0.950 | 262.144K | Jul 12, 2026 |
| 17 | Kimi K2.7 Code | Moonshot AI | 60.8 | $0.950 | 262.144K | Jul 12, 2026 |
| 18 | MiMo-V2.5-Pro | Xiaomi | 60.2 | $0.435 | 1.04858M | Jul 12, 2026 |
| 19 | DeepSeek V4 Pro | DeepSeek | 59.4 | $0.435 | 1M | Jul 12, 2026 |
| 20 | MiniMax: MiniMax M3 | MiniMax | 58.6 | $0.300 | 1M | Jul 12, 2026 |
| 21 | MiMo-V2.5 | Xiaomi | 56.8 | $0.140 | 1.04858M | Jul 12, 2026 |
| 22 | DeepSeek V4 Flash | DeepSeek | 56.2 | $0.140 | 1M | Jul 12, 2026 |
| 23 | GPT-5.4 mini | OpenAI | 56.1 | $0.750 | 400K | Jul 12, 2026 |
| 24 | GPT-5.4 nano | OpenAI | 56.1 | $0.200 | 400K | Jul 12, 2026 |
| 25 | Qwen: Qwen3.7 Plus | Alibaba Qwen | 55.9 | $0.320 | 1M | Jul 12, 2026 |
| 26 | Z.ai: GLM 5.1 | Z Ai | 55.8 | $0.966 | 200K | Jul 12, 2026 |
| 27 | Qwen: Qwen3.6 Plus | Alibaba Qwen | 54.5 | $0.325 | 1M | Jul 12, 2026 |
| 28 | Qwen: Qwen3.6 27B | Alibaba Qwen | 53.7 | $0.285 | 262.14K | Jul 12, 2026 |
| 29 | MiniMax: MiniMax M2.7 | MiniMax | 52.6 | $0.240 | 196.608K | Jul 12, 2026 |
| 30 | Anthropic: Claude Sonnet 4.5 | Anthropic | 52.1 | $3.000 | 1M | Jul 12, 2026 |
| 31 | xAI: Grok Build 0.1 | xAI | 51.5 | $1.000 | 256K | Jul 12, 2026 |
| 32 | GPT-5.1 | OpenAI | 49.4 | $1.250 | 400K | Jul 12, 2026 |
| 33 | NVIDIA: Nemotron 3 Ultra (free) | NVIDIA | 49.3 | $0.000 | 1M | Jul 12, 2026 |
| 34 | Nemotron 3 Ultra 550B A55B | NVIDIA | 49.3 | $0.500 | 1M | Jul 12, 2026 |
| 35 | Qwen: Qwen3.5 397B A17B | Alibaba Qwen | 48.2 | $0.385 | 131.072K | Jul 12, 2026 |
| 36 | Mistral: Mistral Medium 3.5 | Mistral AI | 46.9 | $1.500 | 262.144K | Jul 12, 2026 |
| 37 | Z.ai: GLM 4.6 | Z Ai | 45.8 | $0.430 | 202.752K | Jul 12, 2026 |
| 38 | Qwen: Qwen3.5-122B-A10B | Alibaba Qwen | 45.7 | $0.260 | 262.144K | Jul 12, 2026 |
| 39 | Z.ai: GLM 4.7 | Z Ai | 45.3 | $0.400 | 202.752K | Jul 12, 2026 |
| 40 | DeepSeek: DeepSeek V3.2 | DeepSeek | 44.2 | $0.214 | 128K | Jul 12, 2026 |
| 41 | Anthropic: Claude Haiku 4.5 | Anthropic | 43.9 | $1.000 | 200K | Jul 12, 2026 |
| 42 | DeepSeek: DeepSeek V3.1 Terminus | DeepSeek | 43.5 | $0.270 | 163.84K | Jul 12, 2026 |
| 43 | Google: Gemma 4 31B (free) | 43.4 | $0.000 | 262.144K | Jul 12, 2026 | |
| 44 | Gemma 4 31B IT | 43.4 | $0.100 | 262.144K | Jul 12, 2026 | |
| 45 | inclusionAI: Ring-2.6-1T | Inclusionai | 42.8 | $0.075 | 262.144K | Jul 12, 2026 |
| 46 | xAI: Grok 4.3 | xAI | 42.2 | $1.250 | 1M | Jul 12, 2026 |
| 47 | Qwen: Qwen3.6 35B A3B | Alibaba Qwen | 41.9 | $0.140 | 262.144K | Jul 12, 2026 |
| 48 | o1 | OpenAI | 39.7 | $15.000 | 200K | Jul 12, 2026 |
| 49 | Step 3.7 Flash | StepFun | 39.6 | $0.200 | 256K | Jul 12, 2026 |
| 50 | Google: Gemma 4 26B A4B (free) | 39.3 | $0.000 | 131.072K | Jul 12, 2026 | |
| 51 | Gemma 4 26B A4B IT | 39.3 | $0.060 | 262.144K | Jul 12, 2026 | |
| 52 | GPT-5 | OpenAI | 37.8 | $1.250 | 400K | Jul 12, 2026 |
| 53 | NVIDIA: Nemotron 3 Super (free) | NVIDIA | 37.7 | $0.000 | 262.144K | Jul 12, 2026 |
| 54 | Nemotron 3 Super 120B A12B | NVIDIA | 37.7 | $0.200 | 262.144K | Jul 12, 2026 |
| 55 | Anthropic: Claude Sonnet 4 | Anthropic | 37.6 | $3.000 | 1M | Jul 12, 2026 |
| 56 | Cohere: North Mini Code (free) | Cohere | 36.5 | $0.000 | 256K | Jul 12, 2026 |
| 57 | Qwen: Qwen3 Coder Next | Alibaba Qwen | 36.2 | $0.110 | 262.144K | Jul 12, 2026 |
| 58 | Gemini 3.1 Flash Lite Preview | 34.7 | $0.250 | 1.04858M | Jul 12, 2026 | |
| 59 | Gemini 2.5 Pro | 33.3 | $1.250 | 1.04858M | Jul 12, 2026 | |
| 60 | Mistral: Devstral 2 2512 | Mistral AI | 31.3 | $0.400 | 262.144K | Jul 12, 2026 |
| 61 | OpenAI: gpt-oss-120b (free) | OpenAI | 30.4 | $0.000 | 131.072K | Jul 12, 2026 |
| 62 | GPT OSS 120B | OpenAI | 30.4 | $0.036 | 131.072K | Jul 12, 2026 |
| 63 | Qwen: Qwen3.5-9B | Alibaba Qwen | 28.7 | $0.100 | 262.144K | Jul 12, 2026 |
| 64 | Cohere: Command A | Cohere | 27.8 | $2.500 | 256K | Jul 12, 2026 |
| 65 | Mistral: Mistral Small 4 | Mistral AI | 26.6 | $0.150 | 262.144K | Jul 12, 2026 |
| 66 | inclusionAI: Ling-2.6-flash | Inclusionai | 25.3 | $0.010 | 262.144K | Jul 12, 2026 |
| 67 | DeepSeek-R1 | DeepSeek | 24.6 | $0.700 | 128K | Jul 12, 2026 |
| 68 | GPT-4o (2024-05-13) | OpenAI | 24.2 | $5.000 | 128K | Jul 12, 2026 |
| 69 | Amazon: Nova 2 Lite | Amazon | 23.0 | $0.300 | 1M | Jul 12, 2026 |
| 70 | Qwen: Qwen3 235B A22B Thinking 2507 | Alibaba Qwen | 22.1 | $0.150 | 131.072K | Jul 12, 2026 |
| 71 | GPT-4 Turbo | OpenAI | 21.5 | $10.000 | 128K | Jul 12, 2026 |
| 72 | DeepSeek: DeepSeek V3 0324 | DeepSeek | 21.2 | $0.240 | 163.84K | Jul 12, 2026 |
| 73 | Kimi K2 Thinking | Moonshot AI | 21.0 | $0.600 | 262.144K | Jul 12, 2026 |
| 74 | GPT OSS 20B | OpenAI | 20.7 | $0.029 | 131.072K | Jul 12, 2026 |
| 75 | OpenAI: gpt-oss-20b (free) | OpenAI | 20.7 | $0.000 | 131.072K | Jul 12, 2026 |
| 76 | Mistral: Mistral Medium 3.1 | Mistral AI | 20.5 | $0.400 | 131.072K | Jul 12, 2026 |
| 77 | GPT-4.1 mini | OpenAI | 20.2 | $0.400 | 1.04758M | Jul 12, 2026 |
| 78 | Mistral: Mistral Large 3 2512 | Mistral AI | 20.1 | $0.500 | 262.144K | Jul 12, 2026 |
| 79 | Qwen: Qwen3 Next 80B A3B Thinking | Alibaba Qwen | 17.4 | $0.098 | 131.072K | Jul 12, 2026 |
| 80 | Meta: Llama 4 Maverick | Meta | 16.3 | $0.150 | 1.04858M | Jul 12, 2026 |
| 81 | OpenAI: o3 Mini High | OpenAI | 16.3 | $1.100 | 200K | Jul 12, 2026 |
| 82 | Upstage: Solar Pro 3 | Upstage | 16.2 | $0.150 | 128K | Jul 12, 2026 |
| 83 | GPT-5 Mini | OpenAI | 15.6 | $0.250 | 400K | Jul 12, 2026 |
| 84 | Qwen: Qwen3 32B | Alibaba Qwen | 15.3 | $0.080 | 40.96K | Jul 12, 2026 |
| 85 | Nemotron 3 Nano 30B A3B | NVIDIA | 14.4 | $0.050 | 262.144K | Jul 12, 2026 |
| 86 | Mistral: Ministral 3 14B 2512 | Mistral AI | 14.4 | $0.200 | 262.144K | Jul 12, 2026 |
| 87 | NVIDIA: Nemotron 3 Nano 30B A3B (free) | NVIDIA | 14.4 | $0.000 | 256K | Jul 12, 2026 |
| 88 | Qwen: Qwen3 14B | Alibaba Qwen | 13.8 | $0.100 | 40.96K | Jul 12, 2026 |
| 89 | GPT-4 | OpenAI | 13.1 | $30.000 | 8.192K | Jul 12, 2026 |
| 90 | Qwen: Qwen3 30B A3B Thinking 2507 | Alibaba Qwen | 12.1 | $0.130 | 81.92K | Jul 12, 2026 |
| 91 | Meta: Llama 3.3 70B Instruct | Meta | 11.9 | $0.100 | 131.072K | Jul 12, 2026 |
| 92 | Meta: Llama 3.3 70B Instruct (free) | Meta | 11.9 | $0.000 | 65.536K | Jul 12, 2026 |
| 93 | GPT-4o mini | OpenAI | 11.4 | $0.150 | 128K | Jul 12, 2026 |
| 94 | GPT-4.1 nano | OpenAI | 11.1 | $0.100 | 1.04758M | Jul 12, 2026 |
| 95 | GPT-3.5-turbo | OpenAI | 10.7 | $0.500 | 16.385K | Jul 12, 2026 |
| 96 | Google: Gemma 3 27B | 10.1 | $0.080 | 131.072K | Jul 12, 2026 | |
| 97 | Mistral: Ministral 3 8B 2512 | Mistral AI | 9.7 | $0.150 | 262.144K | Jul 12, 2026 |
| 98 | IBM: Granite 4.1 8B | IBM | 9.5 | $0.050 | 131.072K | Jul 12, 2026 |
| 99 | Qwen: Qwen3 8B | Alibaba Qwen | 9.0 | $0.117 | 131.072K | Jul 12, 2026 |
| 100 | Meta: Llama 4 Scout | Meta | 8.2 | $0.100 | 327.68K | Jul 12, 2026 |