Open-weights LLM ranking — overall
# new releases
scored as 70% aa_intelligence · 30% bench_composite (renormalized when signals are missing) — methodology
| # | model | score | $/M out | params | ctx |
|---|---|---|---|---|---|
| 1 | kimi-k3 | ● 100.0 | $12.75 | 2800B | 1024k |
| 2 | deepseek-v4-pro | ● 96.1 | $0.87 | 862B | 1024k |
| 3 | glm-5.2 | ● 96.1 | $1.08 | 753B | 1024k |
| 4 | kimi-k2.6 | ● 92.5 | $1.20 | 1059B (A32B) | 256k |
| 5 | hy3 | ● 92.1 | $0.58 | 298.8B | 256k |
| 6 | minimax-m3 | ● 91.7 | $0.96 | 427B | 1024k |
| 7 | kimi-k2.7-code | ● 90.0 | $3.00 | 1059B (A32B) | 256k |
| 8 | deepseek-v4-flash | ● 86.9 | $0.17 | 158B | 1024k |
| 9 | glm-5 | ● 86.3 | $1.92 | 754B | 200k |
| 10 | glm-5.1 | ● 85.2 | $2.86 | 754B | 200k |
| 11 | minimax-m2.5 | ● 81.4 | $0.95 | 229B (A10B) | 200k |
| 12 | kimi-k2.5 | ● 80.8 | $2.25 | 1059B (A32B) | 256k |
| 13 | qwen3.6-27b | ● 79.9 | $0.50 | 27.8B | 256k |
| 14 | qwen3.5-27b | ● 74.5 | $1.56 | 27.8B | 256k |
| 15 | glm-4.7 | ● 74.1 | $1.75 | 358B | 200k |
| 16 | qwen3.6-35b-a3b | ● 73.1 | $0.50 | 36B (A3.3B) | 256k |
| 17 | qwen3.5-397b-a17b | ● 73.0 | $2.00 | 403B (A17B) | 256k |
| 18 | qwen3.5-122b-a10b | ● 70.4 | $1.75 | 125B (A10B) | 256k |
| 19 | deepseek-v3.2 | ● 68.6 | $0.31 | 671B (A37B) | 160k |
| 20 | kimi-k2-thinking | ● 66.8 | $1.20 | 1000B (A32B) | 256k |
| 21 | minimax-m2.1 | ● 65.8 | $1.20 | 229B (A10B) | 200k |
| 22 | kimi-k2-0905 | ● 65.5 | $2.00 | 1000B (A32B) | 256k |
| 23 | qwen3.5-35b-a3b | ● 64.4 | $0.75 | 36B (A3B) | 256k |
| 24 | glm-4.6 | ● 63.0 | $1.75 | 355B (A32B) | 200k |
| 25 | gemma-4-31b-it | ● 62.3 | $0.34 | 32.7B | 256k |
| 26 | granite-4.2-30b | ● 60.0 | $0.65 | 29.3B | — |
| 27 | gemma-4-26b-a4b-it | ● 58.2 | $0.22 | 26.5B (A4B) | 256k |
| 28 | glm-4.7-flash | ● 57.5 | $0.40 | 31.2B | 198k |
| 29 | qwen3-vl-235b-a22b-thinking | ● 57.3 | $2.50 | 235.7B (A22B) | 128k |
| 30 | minimax-m2 | ● 56.7 | $0.60 | 229B (A10B) | 200k |
| 31 | gemma-4-12b-it | ● 53.7 | — | 12B | — |
| 32 | qwen3-coder-480b-a35b | ● 51.6 | $1.00 | 480B (A35B) | 256k |
| 33 | deepseek-r1 | ● 47.0 | $2.00 | 671B (A37B) | 64k |
| 34 | glm-4.5 | ● 46.8 | $2.20 | 355B (A32B) | 128k |
| 35 | gpt-oss-120b | ● 45.7 | $0.17 | 117B (A5.1B) | 128k |
| 36 | kimi-k2-instruct | ● 44.3 | $2.00 | 1000B (A32B) | 128k |
| 37 | deepseek-v3.1 | ● 43.4 | $0.95 | 671B (A37B) | 160k |
| 38 | granite-4.2-3b | ● 41.8 | $0.12 | 3.7B | — |
| 39 | qwen3-235b-a22b-instruct-2507 | ● 37.8 | $0.35 | 235.1B (A22B) | 256k |
| 40 | qwen3-vl-30b-a3b-thinking | ● 35.9 | $1.00 | 30.5B (A3B) | 256k |
| 41 | glm-4.5-air | ● 35.8 | $0.85 | 106B (A12B) | 128k |
| 42 | deepseek-v3 | ● 33.8 | $0.20 | 671B (A37B) | 160k |
| 43 | qwen3-coder-30b-a3b | ● 32.6 | $0.26 | 30.5B (A3.3B) | 256k |
| 44 | minimax-m1 | ● 31.8 | $2.20 | 456B (A45.9B) | 1000k |
| 45 | qwen3-vl-235b-a22b-instruct | ● 31.6 | $0.88 | 235.7B (A22B) | 256k |
| 46 | qwen3-vl-8b-thinking | ● 28.4 | $2.10 | 8.8B | 128k |
| 47 | llama-4-maverick | ● 27.6 | $0.49 | 400B (A17B) | 1024k |
| 48 | qwq-32b | ● 25.7 | $0.20 | 32.8B | — |
| 49 | qwen3-vl-32b-instruct | ● 19.3 | $0.42 | 33.4B | 128k |
| 50 | magistral-small-2506 | ● 17.3 | $1.50 | 24B | — |
| 51 | qwen3-vl-30b-a3b-instruct | ● 16.6 | $0.52 | 30.5B (A3B) | 256k |
| 52 | nvidia-nemotron-nano-9b-v2 | ● 15.8 | $0.16 | 8.9B | — |
| 53 | devstral-small-2507 | ● 15.7 | $0.30 | 24B | — |
| 54 | gemma-3-27b-it | ● 10.8 | $0.16 | 27B | 128k |
| 55 | qwen3-vl-8b-instruct | ● 6.5 | $0.46 | 8.8B | 256k |
| 56 | qwen3-vl-4b-instruct | ● 2.3 | — | 4.4B | — |
| — | qwen3.8-2.4t-a95b | ● 99.0 | $6.00 | 2446.2B | 1024k |
| — | qwen3.8-flash-next | ● 97.9 | — | 180B | — |
| — | deepseek-v4-flash-0731 | ● 94.8 | $0.10 | 158B | 1280k |
| — | nemotron-3-nano-30b-a3b | ● 94.3 | $0.20 | 31.6B | 256k |
| — | motif-3 | ● 93.8 | — | 314.8B | — |
| — | k2-horizon-375b-a23b | ● 92.8 | — | 379.2B | — |
| — | nex-n2-pro | ● 86.6 | $1.00 | 396.8B | 256k |
| — | mimo-v2.5-pro | ● 85.6 | $0.61 | 1023B | 1050k |
| — | inkling | ● 83.5 | $4.05 | 975B | 1024k |
| — | minimax-m2.7 | ● 81.4 | $0.96 | 229B (A10B) | 200k |
| — | muse-glimmer-30b | ● 80.0 | $1.10 | 29.8B | 128k |
| — | solar-open2-250b | ● 79.9 | — | 250.3B | — |
| — | a.x-k2 | ● 75.8 | — | 691.7B | — |
| — | longcat-2.0 | ● 70.1 | $2.95 | 1776B | 1048k |
| — | qwen3-next-80b-a3b-thinking | ● 69.3 | $1.20 | 81.3B (A3B) | 256k |
| — | g9v3-39a5b | ● 69.1 | — | 39B | — |
| — | ring-2.6-1t | ● 64.9 | $2.50 | 1025.7B | — |
| — | deepseek-v3.1-terminus | ● 63.9 | $0.95 | 671B (A37B) | 160k |
| — | ling-2.6-1t | ● 58.8 | $2.50 | 1025.7B | — |
| — | qwen3-235b-a22b | ● 57.1 | $0.60 | 235B (A22B) | 128k |
| — | deepseek-r1-0528 | ● 51.0 | $0.60 | 671B (A37B) | 160k |
| — | qwen3.5-9b | ● 51.0 | $0.15 | 9.7B | 256k |
| — | minicpm-sala | ● 49.0 | — | 9.5B | — |
| — | qwen3-coder-next | ● 48.5 | $0.80 | 79.7B | 256k |
| — | deepswe-preview | ● 44.2 | — | 32.8B | — |
| — | trinity-large-thinking | ● 43.3 | $0.80 | 398.6B | 256k |
| — | phi-4-reasoning-plus | ● 42.8 | $0.50 | 14.7B | — |
| — | nemotron-cascade-2-30b-a3b | ● 41.2 | $0.60 | 31.6B | — |
| — | k2-think-v2 | ● 40.2 | — | 72.6B | — |
| — | devstral-small-2512 | ● 40.0 | — | 24B | — |
| — | glm-4.6v | ● 38.7 | $0.90 | 107.7B | 128k |
| — | g9v3-3b | ● 36.1 | — | 3B | — |
| — | devstral-2-2512 | ● 35.9 | $2.00 | 123B | 256k |
| — | mistral-large-3 | ● 35.1 | $0.75 | 675B (A41B) | 256k |
| — | solar-open-100b | ● 33.5 | — | 102.7B | — |
| — | qwen3-32b | ● 32.6 | $0.25 | 32.8B | 128k |
| — | gpt-oss-20b | ● 32.0 | $0.10 | 21B (A3.6B) | 128k |
| — | qwen2.5-coder-32b | ● 28.4 | $0.16 | 32.8B | 32k |
| — | k2-v2 | ● 27.8 | — | — | — |
| — | ling-2.6-flash | ● 26.8 | $0.30 | 107.5B | — |
| — | qwen3-30b-a3b | ● 25.6 | $0.30 | 30.5B (A3.3B) | 128k |
| — | ling-1t | ● 22.7 | — | 1000B (A50B) | — |
| — | minicpm5-1b | ● 21.6 | — | 1.1B | — |
| — | mistral-small-3.2-24b | ● 19.1 | $0.20 | 24B | 128k |
| — | llama-4-scout | ● 16.5 | $0.29 | 109B (A17B) | 1280k |
| — | qwen2.5-72b-instruct | ● 14.4 | $0.30 | 72.7B | 32k |
| — | llama-3.3-70b-instruct | ● 13.4 | $0.20 | 70.6B | 128k |
| — | mistral-large-2411 | ● 11.3 | $6.00 | 123B | — |
| — | granite-4.1-8b | ● 7.2 | $0.10 | 8.8B | — |
| — | llama-3.1-nemotron-nano-8b-v1 | ● 3.7 | — | 8B | — |
| — | gemma-3-12b-it | ● 3.1 | $0.10 | 12B | 128k |
| — | gemma-3n-e4b | ● 3.1 | — | 7.8B | — |
| — | granite-3.3-8b-instruct | ● 3.1 | $0.25 | 8.2B | — |
| — | molmo2-8b | ● 3.1 | — | 8.7B | — |
| — | olmo-3-7b-think | ● 3.1 | — | 7.3B | — |
| — | phi-4 | ● 3.1 | $0.14 | 14.7B | 16k |
| — | gemma-3n-e2b-it | ● — | — | 5.4B | — |
| — | gemma-2-9b-it | ● — | — | 9.2B | — |
| — | gigachat3.5-432b-a28b | ● — | — | 432B (A28B) | — |
| — | granite-4.0-h-micro | ● — | $0.11 | 3.2B | 131k |
| — | hy4-preview | ● — | $2.50 | 780B | 1024k |
| — | laguna-m.1 | ● — | — | 225.8B | — |
| — | laguna-s-2.1 | ● — | $0.18 | 117.6B | 1024k |
| — | laguna-xs.2 | ● — | — | 33.4B | — |
| — | leanstral-1.5-119b-a6b | ● — | — | 119B (A6B) | — |
| — | ling-3.0-flash-fin | ● — | $0.18 | 127.5B | 256k |
| — | llama-3.1-405b-instruct | ● — | $0.30 | 405B | — |
| — | mimo-v2.5 | ● — | $0.24 | 310.8B | 1050k |
| — | nex-n2-mini | ● — | $0.10 | 35.1B | 256k |
| — | olmo-2-32b-instruct | ● — | — | 32B | — |
| — | olmo-3-32b | ● — | — | 32.2B | — |
| — | ornith-1.0-35b | ● — | — | 35B | — |
| — | ornith-1.0-397b | ● — | — | 397B | — |
| — | ornith-1.0-9b | ● — | — | 9B | — |
| — | phi-3.5-mini-instruct | ● — | $0.52 | 3.8B | — |
| — | phi-4-multimodal-instruct | ● — | $0.32 | 5.6B | — |
| — | qwen-agentworld-35b-a3b | ● — | — | 34.7B (A3.3B) | — |
| — | qwen2.5-omni-7b | ● — | — | 10.7B | — |
| — | qwen2.5-vl-72b-instruct | ● — | $0.40 | 73.4B | 125k |
| — | qwen3-14b | ● — | $0.20 | 14.8B | 128k |