Published capability score
Best AI for Coding
Best AI Models for Coding
Method: llmboard-score-v1.0. Data as of 2026-08-07
Unique models161
Rulecoding_tools coverage >= 0.6
MetricCoding
Highest value97.7
Published ranking
Models are ranked by coding score, not by the overall score.
| 1 | OP | GPT-5 | 97.7 | 71.6 | 79.3 | 33.3 | 61.5 | 88.4 | 100.0% | 400K | Closed weights | $1.25 | $10 |
| 2 | AN | Claude 3.5 Sonnet | 96.9 | 73.4 | 41.4 | N/A | 84.9 | 80.4 | 80.0% | 200K | Closed weights | N/A | N/A |
| 3 | NV | Llama-3.3 Nemotron Super 49B v1 | 96.9 | 62.6 | 39.7 | N/A | 64.5 | 52.5 | 80.0% | 131.1K | Open weights | N/A | N/A |
| 4 | ME | LongCat-Flash-Thinking-2601 | 93.1 | 61.2 | 63.8 | 55.0 | 8.3 | 93.4 | 100.0% | 128K | Closed weights | N/A | N/A |
| 5 | OP | o3 | 90.5 | 55.8 | 72.0 | 24.6 | 25.0 | 65.1 | 100.0% | 200K | Closed weights | $2 | $8 |
| 6 | XA | Grok 4 Fast | 88.9 | 66.2 | 79.3 | 17.5 | 64.1 | 82.1 | 100.0% | 2M | Closed weights | N/A | N/A |
| 7 | ME | Llama 3.1 405B Instruct | 87.7 | 69.9 | 61.2 | N/A | 76.5 | 52.0 | 80.0% | 128K | Closed weights | N/A | N/A |
| 8 | OP | GPT-5.6 Sol | 86.2 | 96.5 | 99.8 | 96.5 | 100.0 | 100.0 | 100.0% | 1.1M | Closed weights | $5 | $30 |
| 9 | AN | Claude Opus 4.8 | 84.9 | 82.9 | 98.1 | 78.9 | N/A | 60.0 | 80.0% | 1M | Closed weights | $5 | $25 |
| 10 | NV | Llama 3.1 Nemotron Nano 8B V1 | 84.4 | 44.2 | 28.9 | N/A | 45.2 | 14.7 | 80.0% | N/A | Closed weights | N/A | N/A |
| 11 | BY | Seed 2.1 Pro | 84.4 | 87.4 | N/A | 87.7 | N/A | 90.9 | 60.0% | N/A | Closed weights | N/A | N/A |
| 12 | AC | Qwen3.7 Max | 83.8 | 90.3 | 91.8 | N/A | 93.1 | 93.0 | 80.0% | 1M | Closed weights | $2.5 | $7.5 |
| 13 | ZA | GLM-4.7 | 82.7 | 66.2 | 79.3 | 49.1 | 38.9 | 81.4 | 100.0% | 204.8K | Open weights | N/A | N/A |
| 14 | GO | Gemini 2.5 Pro Preview 06-05 | 82.3 | 78.0 | 81.0 | N/A | N/A | 67.1 | 60.0% | 1M | Closed weights | N/A | N/A |
| 15 | AC | Qwen2.5 VL 32B Instruct | 82.2 | 51.5 | 19.4 | N/A | 75.7 | 32.0 | 80.0% | N/A | Closed weights | N/A | N/A |
| 16 | AC | Qwen3.6-27B | 80.8 | 72.2 | 84.5 | N/A | 45.5 | 75.9 | 80.0% | 262.1K | Open weights | N/A | N/A |
| 17 | IB | Granite 3.3 8B Instruct | 80.8 | 45.0 | N/A | N/A | 13.4 | 39.6 | 60.0% | 128K | Closed weights | N/A | N/A |
| 18 | AM Nova 2 ProAmazon | Nova 2 Pro | 80.6 | 75.1 | 67.0 | N/A | N/A | 81.4 | 60.0% | N/A | Closed weights | N/A | N/A |
| 19 | GO | Gemini 3.1 Pro | 78.5 | 84.3 | 99.1 | 86.0 | N/A | 65.2 | 80.0% | 1M | Closed weights | $2 | $12 |
| 20 | SA | Sarvam-30B | 77.8 | 47.0 | 39.2 | 8.8 | 45.7 | 71.8 | 100.0% | 128K | Open weights | N/A | N/A |
| 21 | MI | MAI-Thinking-1 | 77.8 | 63.4 | 74.4 | N/A | 30.0 | 70.3 | 80.0% | N/A | Closed weights | N/A | N/A |
| 22 | MA | Kimi K2.6 | 76.8 | 82.8 | 92.2 | 89.5 | 61.9 | 93.8 | 100.0% | 262.1K | Open weights | $0.95 | $4 |
| 23 | NV | Nemotron 3 Ultra (550B A55B) | 76.1 | 72.1 | 82.5 | 15.8 | 100.0 | 87.4 | 100.0% | 1M | Open weights | N/A | N/A |
| 24 | DE | DeepSeek-V2.5 | 75.4 | 69.5 | N/A | N/A | 69.4 | 62.0 | 60.0% | 8.2K | Closed weights | N/A | N/A |
| 25 | NV | Nemotron Nano 9B v2 | 75.0 | 61.2 | 34.5 | N/A | 87.1 | 52.9 | 80.0% | 131.1K | Open weights | N/A | N/A |
| 26 | BY | Seed 2.1 Turbo | 73.7 | 80.5 | N/A | 84.2 | N/A | 84.8 | 60.0% | N/A | Closed weights | N/A | N/A |
| 27 | MI | Phi 4 Reasoning | 73.6 | 47.9 | 37.7 | N/A | N/A | 30.5 | 60.0% | N/A | Closed weights | $0.125 | $0.50 |
| 28 | GO | Gemini 3 Pro | 72.7 | 82.2 | 93.5 | N/A | N/A | 76.0 | 60.0% | 1M | Closed weights | N/A | N/A |
| 29 | ZA | GLM-4.5 | 72.5 | 62.0 | 61.6 | 3.5 | 93.5 | 84.5 | 100.0% | 131.1K | Open weights | N/A | N/A |
| 30 | GO | Gemma 4 31B | 71.7 | 74.3 | 75.0 | N/A | N/A | 76.5 | 60.0% | 262.1K | Open weights | N/A | N/A |
| 31 | OP | GPT-5.5 | 71.2 | 76.8 | 98.1 | 80.7 | 62.5 | 62.5 | 100.0% | 1.1M | Closed weights | $5 | $30 |
| 32 | MA | Kimi K2.5 | 70.6 | 71.6 | 84.1 | 56.1 | 58.9 | 89.7 | 100.0% | 262.1K | Open weights | $0.60 | $3 |
| 33 | OP | o3-mini | 69.8 | 61.6 | 58.4 | N/A | 56.3 | 62.8 | 80.0% | 200K | Closed weights | $1.1 | $4.4 |
| 34 | MI | MiniMax M1 80K | 69.4 | 56.3 | 45.3 | N/A | 69.4 | 39.9 | 80.0% | 1M | Closed weights | N/A | N/A |
| 35 | NV | Nemotron 3 Super (120B A12B) | 69.4 | 59.1 | 70.3 | 7.0 | 78.1 | 70.7 | 100.0% | 262.1K | Open weights | N/A | N/A |
| 36 | OP | o4-mini | 69.0 | 55.0 | 67.0 | 29.8 | N/A | 49.7 | 80.0% | 200K | Closed weights | $1.1 | $4.4 |
| 37 | AC | Qwen3.5-397B-A17B | 68.9 | 75.2 | 94.1 | 75.0 | 54.5 | 79.9 | 100.0% | 262.1K | Open weights | $0.43 | $2.58 |
| 38 | AC | Qwen2.5 32B Instruct | 68.3 | 56.9 | 30.0 | N/A | 81.7 | 53.6 | 80.0% | N/A | Closed weights | $0.70 | $2.8 |
| 39 | DE | DeepSeek-V4-Flash-Max | 68.3 | 71.7 | 86.4 | 52.6 | 76.1 | 71.5 | 100.0% | 1M | Closed weights | N/A | N/A |
| 40 | AC | Qwen2.5-Coder 32B Instruct | 68.0 | 45.4 | 39.4 | N/A | 39.3 | 33.5 | 80.0% | 128K | Closed weights | $0.287 | $0.861 |
| 41 | MA | Kimi K2-Thinking-0905 | 67.9 | 59.4 | 75.4 | 40.1 | 49.5 | 60.2 | 100.0% | 262.1K | Closed weights | N/A | N/A |
| 42 | GO | Gemma 4 26B-A4B | 67.5 | 67.2 | 68.8 | N/A | N/A | 64.2 | 60.0% | 262.1K | Open weights | N/A | N/A |
| 43 | ME | Llama 3.3 70B Instruct | 66.9 | 54.6 | 25.0 | N/A | 68.6 | 68.7 | 80.0% | 128K | Open weights | N/A | N/A |
| 44 | NV | Llama 3.1 Nemotron Ultra 253B v1 | 66.7 | 62.6 | 57.3 | N/A | 75.8 | 48.1 | 80.0% | N/A | Closed weights | N/A | N/A |
| 45 | MI | Phi 4 Reasoning Plus | 66.3 | 50.3 | 42.9 | N/A | N/A | 41.5 | 60.0% | N/A | Closed weights | $0.125 | $0.50 |
| 46 | DE | DeepSeek-V4-Pro-Max | 65.2 | 80.1 | 90.1 | 71.9 | 83.9 | 89.2 | 100.0% | 1M | Closed weights | N/A | N/A |
| 47 | TE | Hy3 | 63.0 | 80.1 | 91.4 | 77.2 | 86.1 | N/A | 80.0% | 256K | Open weights | N/A | N/A |
| 48 | AC | Qwen3.6 Plus | 62.8 | 72.4 | 79.0 | N/A | 67.4 | 80.9 | 80.0% | 1M | Closed weights | $0.50 | $3 |
| 49 | OP | o1 | 62.3 | 63.0 | 59.7 | N/A | 64.8 | 67.0 | 80.0% | 200K | Closed weights | $15 | $60 |
| 50 | AN | Claude 3.5 Haiku | 62.3 | 41.2 | 13.8 | N/A | 56.8 | 38.0 | 80.0% | 200K | Closed weights | N/A | N/A |
| 51 | AC | Qwen3-235B-A22B-Thinking-2507 | 61.6 | 65.7 | 66.4 | N/A | 58.3 | 79.9 | 80.0% | 262.1K | Closed weights | N/A | N/A |
| 52 | ME | Llama 3.1 70B Instruct | 61.2 | 52.4 | 51.8 | N/A | 55.2 | 37.9 | 80.0% | 128K | Closed weights | N/A | N/A |
| 53 | MA | Mistral Small 4 | 61.1 | 49.1 | 47.4 | N/A | N/A | 36.1 | 60.0% | 256K | Open weights | $0.15 | $0.60 |
| 54 | AC | Qwen2.5 72B Instruct | 60.3 | 53.1 | 22.6 | N/A | 80.1 | 58.1 | 80.0% | 131.1K | Closed weights | $1.4 | $5.6 |
| 55 | MI | MiniMax M1 40K | 59.7 | 48.5 | 43.5 | N/A | 51.6 | 37.6 | 80.0% | N/A | Closed weights | N/A | N/A |
| 56 | AC | Qwen3-Next-80B-A3B-Thinking | 59.5 | 54.1 | 58.4 | N/A | 37.5 | 62.1 | 80.0% | 131.1K | Open weights | $0.144 | $1.43 |
| 57 | ZA | GLM-4.5-Air | 59.2 | 55.1 | 54.5 | 1.8 | 90.3 | 74.9 | 100.0% | 131.1K | Open weights | N/A | N/A |
| 58 | MA | Mistral Small 3.1 24B Instruct | 59.2 | 43.5 | 19.0 | 79.4 | 40.7 | 19.6 | 100.0% | N/A | Closed weights | N/A | N/A |
| 59 | OP | GPT-5.6 Terra | 58.3 | 85.4 | 96.1 | 93.0 | 93.8 | 82.5 | 100.0% | 1.1M | Closed weights | $2 | $12 |
| 60 | AC | Qwen3 VL 235B A22B Thinking | 57.8 | 58.5 | N/A | N/A | 50.0 | 70.6 | 60.0% | 262.1K | Closed weights | N/A | N/A |
| 61 | AC | Qwen3.5-35B-A3B | 57.1 | 53.3 | 48.3 | 62.3 | 43.8 | 57.0 | 100.0% | 262.1K | Open weights | N/A | N/A |
| 62 | OP | GPT-4o mini | 56.9 | 41.5 | 12.1 | N/A | 52.5 | 55.3 | 80.0% | 128K | Closed weights | $0.15 | $0.60 |
| 63 | OP | GPT-5.6 Luna | 56.4 | 77.2 | 94.0 | 70.2 | 87.5 | 72.5 | 100.0% | 1.1M | Closed weights | $0.20 | $1.2 |
| 64 | GO | Gemini 2.5 Flash | 56.3 | 63.5 | 70.9 | N/A | N/A | 60.8 | 60.0% | 1M | Closed weights | $0.30 | $2.5 |
| 65 | XI | MiMo-V2-Flash | 56.1 | 55.9 | 72.8 | 36.8 | 34.4 | 81.6 | 100.0% | 262.1K | Open weights | $0.14 | $0.28 |
| 66 | AN | Claude Opus 4.7 | 55.8 | 78.4 | 98.7 | 65.8 | N/A | 91.7 | 80.0% | 1M | Closed weights | $5 | $25 |
| 67 | DE | DeepSeek-R1-0528 | 55.8 | 44.1 | 65.5 | 0.0 | 25.0 | 77.2 | 100.0% | 131.1K | Closed weights | N/A | N/A |
| 68 | AC | Qwen3.5-122B-A10B | 55.6 | 61.4 | 57.4 | 68.6 | 56.3 | 72.8 | 100.0% | 262.1K | Open weights | N/A | N/A |
| 69 | OP | GPT-4 Turbo | 55.4 | 51.1 | 21.6 | N/A | 70.2 | 69.2 | 80.0% | 128K | Closed weights | $10 | $30 |
| 70 | AC | Qwen3.7-Plus | 54.0 | 73.1 | 84.1 | N/A | 66.9 | 88.2 | 80.0% | 1M | Closed weights | $0.50 | $3 |
| 71 | MA | Kimi K2-Instruct-0905 | 54.0 | 51.4 | 55.4 | N/A | 46.6 | 47.9 | 80.0% | N/A | Closed weights | N/A | N/A |
| 72 | OP | GPT-5.4 | 53.9 | 75.6 | 95.7 | 68.4 | 81.3 | 73.3 | 100.0% | 1.1M | Closed weights | $2.5 | $15 |
| 73 | ME | LongCat-Flash-Chat | 53.1 | 52.8 | 50.4 | N/A | 54.8 | 53.5 | 80.0% | 128K | Closed weights | N/A | N/A |
| 74 | AC | Qwen3.5-27B | 52.9 | 57.1 | 66.8 | 37.3 | 59.4 | 69.9 | 100.0% | 262.1K | Open weights | N/A | N/A |
| 75 | AMNova ProAmazon | Nova Pro | 52.7 | 63.5 | 55.0 | N/A | 74.2 | 77.9 | 80.0% | 300K | Closed weights | $0.80 | $3.2 |
| 76 | AC | Qwen3-235B-A22B-Instruct-2507 | 52.3 | 49.0 | 59.1 | N/A | 20.8 | 65.7 | 80.0% | 262.1K | Open weights | N/A | N/A |
| 77 | GO | Gemini 3 Flash | 51.9 | 72.6 | 91.4 | N/A | N/A | 68.8 | 60.0% | 1M | Closed weights | $0.50 | $3 |
| 78 | DE | DeepSeek-V3.2-Speciale | 51.6 | 75.5 | N/A | N/A | 93.8 | 83.2 | 60.0% | 131.1K | Closed weights | N/A | N/A |
| 79 | AC | Qwen2.5 14B Instruct | 51.2 | 43.9 | 21.4 | N/A | 73.1 | 32.7 | 80.0% | N/A | Closed weights | $0.35 | $1.4 |
| 80 | AC | Qwen2.5-Coder 7B Instruct | 50.5 | 24.4 | 12.1 | N/A | 19.9 | 16.0 | 80.0% | N/A | Closed weights | $0.144 | $0.287 |
| 81 | MI | MiniMax M2 | 50.2 | 44.9 | 59.7 | 15.4 | N/A | 52.4 | 80.0% | 196.6K | Open weights | $0.30 | $1.2 |
| 82 | SA | Sarvam-105B | 50.0 | 52.8 | 60.3 | 22.8 | 67.1 | 65.1 | 100.0% | 131.1K | Open weights | N/A | N/A |
| 83 | AC | Qwen3-Next-80B-A3B-Instruct | 49.3 | 41.8 | 48.7 | N/A | 16.7 | 54.0 | 80.0% | 131.1K | Open weights | $0.144 | $0.574 |
| 84 | ME | Llama 3.1 8B Instruct | 49.2 | 29.5 | 29.3 | N/A | 20.7 | 15.2 | 80.0% | 131.1K | Closed weights | N/A | N/A |
| 85 | AC | Qwen3 30B A3B | 49.2 | 39.7 | 37.7 | N/A | N/A | 30.4 | 60.0% | 128K | Closed weights | N/A | N/A |
| 86 | MI | MiniMax M2.1 | 49.1 | 54.8 | 65.5 | 43.9 | N/A | 59.4 | 80.0% | 204.8K | Open weights | $0.30 | $1.2 |
| 87 | GO | Gemini Diffusion | 48.4 | 27.2 | 12.7 | N/A | N/A | 23.2 | 60.0% | N/A | Closed weights | N/A | N/A |
| 88 | DE | DeepSeek-V3.1 | 48.2 | 36.0 | 53.9 | 15.1 | 3.1 | 61.6 | 100.0% | 131.1K | Open weights | N/A | N/A |
| 89 | OP | GPT OSS 120B High | 47.9 | 56.9 | 64.4 | N/A | N/A | 56.4 | 60.0% | 131.1K | Closed weights | N/A | N/A |
| 90 | AC | Qwen3 VL 32B Thinking | 47.4 | 51.7 | 49.6 | N/A | N/A | 61.1 | 60.0% | N/A | Closed weights | N/A | N/A |
| 91 | OP | GPT-4.5 | 46.7 | 58.8 | 44.0 | N/A | 93.6 | 53.0 | 80.0% | 128K | Closed weights | N/A | N/A |
| 92 | AC | Qwen2 72B Instruct | 46.6 | 38.0 | 22.8 | N/A | 41.4 | 47.3 | 80.0% | N/A | Closed weights | N/A | N/A |
| 93 | AN | Claude 3 Opus | 46.2 | 58.8 | 59.3 | N/A | 60.5 | 72.7 | 80.0% | 200K | Closed weights | N/A | N/A |
| 94 | ZA | GLM-5.2 | 45.7 | 80.3 | 92.7 | N/A | 84.7 | 100.0 | 80.0% | 1M | Open weights | N/A | N/A |
| 95 | AC | Qwen3 VL 235B A22B Instruct | 44.7 | 42.7 | N/A | N/A | 25.0 | 63.7 | 60.0% | 262.1K | Closed weights | N/A | N/A |
| 96 | IN | Mercury 2 | 44.3 | 50.8 | 51.9 | N/A | N/A | 57.6 | 60.0% | 128K | Closed weights | $0.25 | $0.75 |
| 97 | MA | Mistral Small 3 24B Instruct | 43.8 | 34.3 | 18.1 | N/A | 48.6 | 29.3 | 80.0% | 32K | Closed weights | N/A | N/A |
| 98 | ME | Llama 4 Maverick | 43.2 | 48.5 | 44.4 | N/A | 35.7 | 79.5 | 80.0% | 1M | Closed weights | N/A | N/A |
| 99 | GO | Gemini 1.5 Pro | 41.5 | 48.6 | 31.5 | N/A | 58.8 | 72.9 | 80.0% | 2.1M | Closed weights | N/A | N/A |
| 100 | MI | Phi-3.5-MoE-instruct | 39.7 | 42.4 | 41.3 | N/A | 34.3 | 58.4 | 80.0% | N/A | Closed weights | N/A | N/A |
| 101 | GO | Gemma 3 27B | 39.2 | 45.1 | 15.3 | N/A | 89.0 | 44.3 | 80.0% | 131.1K | Closed weights | N/A | N/A |
| 102 | OP | GPT-4.1 | 38.9 | 28.4 | 38.8 | N/A | 0.0 | 35.1 | 80.0% | 1M | Closed weights | $2 | $8 |
| 103 | MI | Phi 4 | 38.5 | 36.9 | 29.7 | N/A | 56.1 | 21.3 | 80.0% | 16K | Closed weights | $0.125 | $0.50 |
| 104 | AC | Qwen2.5 7B Instruct | 37.6 | 32.4 | 9.5 | N/A | 58.4 | 29.0 | 80.0% | 131.1K | Closed weights | $0.175 | $0.70 |
| 105 | IB | IBM Granite 4.0 Tiny Preview | 36.9 | 21.6 | N/A | N/A | 7.7 | 19.7 | 60.0% | N/A | Closed weights | N/A | N/A |
| 106 | AMNova 2 LiteAmazon | Nova 2 Lite | 36.8 | 55.1 | 62.3 | N/A | N/A | 67.5 | 60.0% | 1M | Closed weights | $0.33 | $2.75 |
| 107 | DE | DeepSeek-V3 0324 | 36.1 | 38.1 | 42.2 | N/A | 32.3 | 41.9 | 80.0% | 163.8K | Closed weights | N/A | N/A |
| 108 | AC | Qwen3 Max | 36.1 | 40.3 | 33.2 | N/A | N/A | 57.6 | 60.0% | 262.1K | Closed weights | $0.861 | $3.44 |
| 109 | AC | QwQ-32B | 34.9 | 32.6 | 36.6 | N/A | 21.0 | 38.3 | 80.0% | N/A | Closed weights | $0.287 | $0.861 |
| 110 | AMNova LiteAmazon | Nova Lite | 34.2 | 49.2 | 46.7 | N/A | 63.1 | 54.6 | 80.0% | 300K | Closed weights | $0.06 | $0.24 |
| 111 | ZA | GLM-5.1 | 34.1 | 64.7 | 80.6 | 65.8 | 59.5 | 84.4 | 100.0% | 200K | Open weights | N/A | N/A |
| 112 | AC | Qwen3.5-9B | 33.2 | 36.1 | 39.6 | N/A | 28.1 | 44.9 | 80.0% | 262.1K | Open weights | N/A | N/A |
| 113 | GO | Gemma 3 12B | 32.4 | 39.2 | 13.4 | N/A | 74.8 | 43.6 | 80.0% | 131.1K | Closed weights | N/A | N/A |
| 114 | AC | Qwen3 VL 30B A3B Thinking | 32.1 | 40.3 | 53.4 | N/A | 33.3 | 38.8 | 80.0% | 262.1K | Closed weights | N/A | N/A |
| 115 | AC | Qwen3.5-4B | 31.3 | 28.0 | 28.9 | N/A | 18.8 | 34.5 | 80.0% | N/A | Closed weights | N/A | N/A |
| 116 | AC | Qwen3.6-35B-A3B | 30.3 | 48.2 | 62.3 | N/A | 34.9 | 66.1 | 80.0% | 262.1K | Open weights | N/A | N/A |
| 117 | GO | Gemma 4 12B | 29.3 | 48.1 | 60.8 | N/A | N/A | 52.2 | 60.0% | N/A | Closed weights | N/A | N/A |
| 118 | GO | Gemini 2.0 Flash | 27.8 | 53.1 | 33.8 | N/A | 97.1 | 60.0 | 80.0% | 1M | Closed weights | $0.10 | $0.40 |
| 119 | AN | Claude 3 Haiku | 27.7 | 34.1 | 37.0 | N/A | 29.2 | 44.5 | 80.0% | 200K | Closed weights | N/A | N/A |
| 120 | AC | Qwen3 VL 32B Instruct | 27.0 | 36.0 | 42.9 | N/A | N/A | 36.6 | 60.0% | N/A | Closed weights | N/A | N/A |
| 121 | AC | Qwen2.5-Omni-7B | 26.1 | 20.7 | 5.2 | N/A | 44.3 | 7.8 | 80.0% | N/A | Closed weights | $0.10 | $0.40 |
| 122 | OP | GPT-5.2 | 24.4 | 69.1 | 94.6 | 47.4 | 85.9 | 92.9 | 100.0% | 400K | Closed weights | $1.75 | $14 |
| 123 | AN | Claude Opus 4.6 | 24.1 | 69.2 | 93.1 | 75.4 | N/A | 81.3 | 80.0% | 1M | Closed weights | $5 | $25 |
| 124 | ME | Llama 4 Scout | 23.8 | 32.3 | 30.2 | N/A | 22.9 | 60.0 | 80.0% | 10M | Closed weights | N/A | N/A |
| 125 | GO | Gemini 1.5 Flash | 23.1 | 36.9 | 26.1 | N/A | 52.4 | 52.7 | 80.0% | 1M | Closed weights | N/A | N/A |
| 126 | XA | Grok-1.5 | 21.5 | 19.3 | 9.1 | N/A | 34.5 | 13.3 | 80.0% | N/A | Closed weights | N/A | N/A |
| 127 | AN | Claude 3 Sonnet | 20.0 | 40.0 | 48.8 | N/A | 38.7 | 53.6 | 80.0% | 200K | Closed weights | N/A | N/A |
| 128 | XI | MiMo-V2.5-Pro | 19.6 | 68.9 | 70.0 | 88.2 | 91.8 | 76.4 | 100.0% | 1M | Open weights | $0.435 | $0.87 |
| 129 | MI | Phi-3.5-mini-instruct | 18.7 | 25.9 | 32.4 | N/A | 24.4 | 26.9 | 80.0% | 128K | Closed weights | N/A | N/A |
| 130 | GO | DiffusionGemma 26B-A4B | 18.6 | 38.3 | 50.0 | N/A | N/A | 44.8 | 60.0% | N/A | Closed weights | N/A | N/A |
| 131 | OP | GPT-5.4 mini | 18.5 | 56.5 | 84.9 | N/A | N/A | 60.0 | 60.0% | 400K | Closed weights | $0.75 | $4.5 |
| 132 | NV | Nemotron 3 Nano (30B A3B) | 18.3 | 45.1 | 54.5 | N/A | N/A | 65.2 | 60.0% | 262.1K | Open weights | N/A | N/A |
| 133 | OP | GPT-4.1 mini | 18.3 | 22.5 | 35.8 | N/A | 6.3 | 27.9 | 80.0% | 1M | Closed weights | $0.40 | $1.6 |
| 134 | GO | Gemma 4 E4B | 18.2 | 26.8 | 30.6 | N/A | N/A | 31.8 | 60.0% | 131.1K | Open weights | N/A | N/A |
| 135 | AC | Qwen3 VL 4B Thinking | 17.8 | 23.8 | 34.9 | N/A | 12.5 | 28.5 | 80.0% | 262.1K | Closed weights | N/A | N/A |
| 136 | AMNova MicroAmazon | Nova Micro | 17.3 | 36.3 | 40.7 | N/A | 51.0 | 34.7 | 80.0% | 128K | Closed weights | $0.035 | $0.14 |
| 137 | AC | Qwen2 7B Instruct | 17.1 | 15.1 | 3.0 | N/A | 22.4 | 23.1 | 80.0% | N/A | Closed weights | N/A | N/A |
| 138 | MA | Pixtral-12B | 16.9 | 15.2 | N/A | N/A | 18.6 | 8.3 | 60.0% | 128K | Open weights | $0.15 | $0.15 |
| 139 | GO | Gemma 3n E4B Instructed | 16.9 | 17.9 | 1.1 | N/A | 37.5 | 21.0 | 80.0% | 32K | Closed weights | N/A | N/A |
| 140 | GO | Gemma 3n E4B Instructed LiteRT Preview | 16.9 | 22.5 | 8.9 | 32.4 | 31.7 | 27.1 | 100.0% | N/A | Closed weights | N/A | N/A |
| 141 | AC | Qwen3 VL 8B Thinking | 14.4 | 32.9 | 44.8 | N/A | 29.2 | 42.5 | 80.0% | 262.1K | Closed weights | N/A | N/A |
| 142 | GO | Gemini 2.5 Flash-Lite | 12.8 | 30.7 | 35.3 | N/A | N/A | 46.9 | 60.0% | 1M | Closed weights | $0.10 | $0.40 |
| 143 | OP | GPT-3.5 Turbo | 12.3 | 12.5 | 5.2 | N/A | 20.9 | 13.6 | 80.0% | 16.4K | Closed weights | $0.50 | $1.5 |
| 144 | GO | Gemma 3 4B | 10.8 | 22.3 | 5.2 | N/A | 51.8 | 26.8 | 80.0% | 131.1K | Closed weights | N/A | N/A |
| 145 | AC | Qwen3 VL 30B A3B Instruct | 10.8 | 25.0 | 46.1 | N/A | 8.3 | 30.9 | 80.0% | 262.1K | Closed weights | N/A | N/A |
| 146 | OP | GPT-4 | 10.8 | 28.5 | 8.6 | N/A | 36.3 | 74.9 | 80.0% | 8.2K | Closed weights | $30 | $60 |
| 147 | OP | GPT-4o | 10.3 | 27.9 | 45.7 | N/A | N/A | 21.6 | 60.0% | 128K | Closed weights | N/A | N/A |
| 148 | AC | Qwen3 VL 8B Instruct | 8.9 | 12.6 | N/A | N/A | 4.2 | 28.9 | 60.0% | 262.1K | Closed weights | N/A | N/A |
| 149 | GO | Gemma 2 27B | 8.6 | 47.1 | 45.5 | 94.1 | 25.6 | 67.0 | 100.0% | N/A | Closed weights | N/A | N/A |
| 150 | OP | GPT-5.4 nano | 8.4 | 42.8 | 70.9 | N/A | N/A | 41.7 | 60.0% | 400K | Closed weights | $0.20 | $1.25 |
| 151 | GO | Gemma 4 E2B | 8.0 | 14.3 | 15.9 | N/A | N/A | 19.9 | 60.0% | 131.1K | Open weights | N/A | N/A |
| 152 | AC | Qwen3.5-2B | 7.7 | 16.8 | 27.2 | N/A | N/A | 11.6 | 60.0% | N/A | Closed weights | N/A | N/A |
| 153 | GO | Gemma 3n E2B Instructed | 7.0 | 6.9 | 1.9 | N/A | 12.5 | 7.8 | 80.0% | N/A | Closed weights | N/A | N/A |
| 154 | GO | Gemma 3n E2B Instructed LiteRT (Preview) | 7.0 | 8.3 | 4.8 | 8.8 | 12.3 | 10.1 | 100.0% | N/A | Closed weights | N/A | N/A |
| 155 | AC | Qwen3 VL 4B Instruct | 3.7 | 7.7 | N/A | N/A | 0.0 | 23.4 | 60.0% | 262.1K | Closed weights | N/A | N/A |
| 156 | GO | Gemma 2 9B | 2.3 | 30.2 | 27.3 | 58.8 | 18.4 | 49.5 | 100.0% | N/A | Closed weights | N/A | N/A |
| 157 | GO | Gemma 3 1B | 1.0 | 2.7 | 0.4 | N/A | 6.9 | 3.2 | 80.0% | N/A | Closed weights | N/A | N/A |
| 158 | MA | Ministral 8B Instruct | 0.0 | 23.4 | 48.5 | 17.6 | 19.1 | 26.1 | 100.0% | 131.1K | Open weights | N/A | N/A |
| 159 | OP | GPT-4.1 nano | 0.0 | 11.4 | 24.1 | N/A | N/A | 5.3 | 60.0% | 1M | Closed weights | $0.10 | $0.40 |
| 160 | BA | ERNIE 4.5 | 0.0 | 8.1 | 26.0 | N/A | 0.0 | 0.1 | 80.0% | 128K | Closed weights | N/A | N/A |
| 161 | AC | Qwen3.5-0.8B | 0.0 | 0.3 | 0.0 | N/A | N/A | 1.3 | 60.0% | N/A | Closed weights | N/A | N/A |
The backend applies this page's data rule before ranking. Official PAYG prices appear here; third-party offers remain on the dedicated pricing and model detail pages.
Leaderboard highlights
Current leaders among the 161 models returned by this page's rule.
About this leaderboard
Common questions about Best AI for Coding.
What is the best model on Best AI for Coding?
GPT-5 is currently ranked first with a coding score of 97.7.
How is this leaderboard ranked?
The backend applies the published page rule, selects one current scored version per unique model, and returns the final rank. Benchmark cells preserve their source-native values.
How many models are included?
This page currently ranks 161 unique model products.
Where does pricing come from?
Main price columns use the model vendor's official standard PAYG API rate. Eligible third-party offers appear only in separately labeled columns, and unavailable official prices display as N/A.
Does Arena affect the score?
No. Arena results are displayed as an independent signal and are not included in the current LLMBoard capability score.