Reasoning tasks where the answer is either right or wrong: what counts is the share of solved problems, not of pleasing answers. Next to it there is a second view, from blind human ratings. Logic is where preference and a solved task part ways the most: a well-worded chain of reasoning pleases people even when its answer is wrong.
One question, two ways to answer it. The two metrics measure different things and do not add up into a single score.
Not every model is measured here. This table is missing 2 of the top ten from the “By human votes” tab — Muse Spark 1.1, MiMo V2.5 Pro. They have no score at all on this tab's task sets: an empty place means "not measured", not "performed badly". The newest model this task set has reached was released on 27 July 2026.
| # | Model | Developer | Task score 0–100, adjusted for coverage | Sign in$ / 1M | Output$ / 1M | Contexttokens | WeirdML | SimpleBench | ARC-AGI | ARC-AGI-2 | Chess puzzles | Task setsmeasured |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | GPT-5.6 Sol | OpenAI | 71.53 92.92 | $5 | $30 | 1,050K | 88.8 | — | 97.5 | 92.5 | — | 3 |
| 2 | Claude Opus 5 | Anthropic | 65.91 79.15 | $5 | $25 | 1,000K | 91.8 | — | 97.5 | 88.3 | 39 | 4 |
| 3 | Gemini 3.1 Pro Preview | Google DeepMind | 64.89 75.07 | $2 | $12 | 1,049K | 72.1 | 75.5 | 98 | 77.1 | 52.7 | 5 |
| 4 | GPT 5.4 Pro 2026-03-05 | OpenAI | 62.79 72.13 | $30 | $180 | 1,050K | 57.4 | 68.9 | 94.5 | 83.3 | 56.4 | 5 |
| 5 | GPT-5.6 Terra | OpenAI | 61.12 69.79 | $2 | $12 | 1,050K | 78.3 | 38.7 | 96.5 | 83.9 | 51.6 | 5 |
| 6 | GPT 5.4 2026-03-05 | OpenAI | 60.88 71.6 | $2.5 | $15 | 1,050K | 77.7 | — | 93.7 | 74 | 41.1 | 4 |
| 7 | Gemini 3.5 Flash | Google DeepMind | 60.79 69.33 | $1.5 | $9 | 1,049K | 62.6 | 72 | 92.5 | 72.1 | 47.4 | 5 |
| 8 | GPT-5.6 Sol Pro | OpenAI | 59.3 72.53 | $5 | $30 | 1,050K | 89.4 | 66 | — | — | 62.1 | 3 |
| 9 | Claude Opus 4.8 | Anthropic | 59.24 67.16 | $5 | $25 | 1,000K | 82.9 | 57.8 | 92.5 | 72.1 | 30.6 | 5 |
| 10 | Claude Opus 4.7 | Anthropic | 58.06 65.51 | $5 | $25 | 1,000K | 76.4 | 55.5 | 93.5 | 75.8 | 26.4 | 5 |
| 11 | Claude Fable 5 | Anthropic | 57.41 69.38 | $10 | $50 | 1,000K | 91.9 | 78.3 | — | — | 37.9 | 3 |
| 12 | Grok 4.20 | xAI | 57.16 68.97 | $1.25 | $2.5 | 2,000K | 52.3 | — | 89.5 | 65.1 | — | 3 |
| 13 | Gemini 2.5 Pro Preview 0605 | Google DeepMind | 56.37 73.29 | $1.13 | $9 | 1,049K | — | 54.9 | — | — | — | 2 |
| 14 | Claude Opus 4.6 | Anthropic | 56.26 62.98 | $5 | $25 | 1,000K | 78 | 61.1 | 94 | 69.2 | 12.7 | 5 |
| 15 | GPT 5.2 Pro 2025-12-11 | OpenAI | 54.49 64.51 | $21 | $168 | 272K | — | 48.9 | 90.5 | 54.2 | — | 3 |
| 16 | Grok 4.5 | xAI | 51.68 56.58 | $2 | $6 | 500K | 46.4 | 64 | 87.2 | 52.6 | 32.7 | 5 |
| 17 | GPT-5.6 Luna | OpenAI | 51.47 56.29 | $0.2 | $1.2 | 1,050K | 60.9 | 36.2 | 88 | 59.5 | 36.9 | 5 |
| 18 | Gemini 3 Pro Preview | Google DeepMind | 50.57 55.02 | $2 | $12 | 1,049K | 69.9 | 71.7 | 75 | 31.1 | 27.4 | 5 |
| 19 | Claude Sonnet 4.6 | Anthropic | 50.06 55.36 | $3 | $15 | 1,000K | 66.1 | — | 86.5 | 60.4 | 8.5 | 4 |
| 20 | OpenAI o3-pro (2025-06-10) | OpenAI | 49.74 54.89 | $20 | $80 | 200K | 58.2 | — | 59.3 | 4.9 | — | 4 |
| 21 | Kimi K3 | Moonshot AI (Kimi) | 49.32 59.2 | $2 | $8 | 1,049K | 82.6 | — | — | — | 35.8 | 2 |
| 22 | GPT 5 2025-08-07 | OpenAI | 49.26 52.54 | $1.25 | $10 | 272K | 60.7 | 48 | 65.7 | 9.9 | 33.7 | 6 |
| 23 | Grok 4 | xAI | 47.31 49.94 | $3 | $15 | 256K | 45.7 | 52.6 | 66.7 | 16 | 24.2 | 6 |
| 24 | GPT 5 Pro 2025-10-06 | OpenAI | 46.96 50.71 | $15 | $120 | 400K | 60.4 | 53.9 | 70.2 | 18.3 | — | 4 |
| 25 | Gemini 2.5 Pro Experimental 0325 | Google DeepMind | 46.88 54.31 | $2.5 | $10 | 1,049K | — | 41.9 | — | — | — | 2 |
| 26 | Claude Sonnet 5 | Anthropic | 46.4 51.04 | $2 | $10 | 1,000K | 68.8 | 52.7 | — | — | 31.6 | 3 |
| 27 | Claude 4.5 Opus | Anthropic | 46.01 48.63 | $5 | $25 | 200K | 63.7 | 54.4 | 80 | 37.6 | 7.4 | 5 |
| 28 | Grok 4 Fast | xAI | 44.99 47.76 | $0.2 | $0.5 | 2,000K | 42.9 | — | 48.5 | 5.3 | — | 4 |
| 29 | o3 2025-04-16 | OpenAI | 44.31 45.93 | $2 | $8 | 200K | 52.4 | 43.7 | 60.8 | 6.5 | 23.2 | 6 |
| 30 | GLM 5.2 | Zhipu AI / Z.ai | 44.28 46.7 | $0.42 | $1.32 | 1,049K | 70.1 | — | 77 | 22.8 | 16.9 | 4 |
| 31 | GPT 5 Mini 2025-08-07 | OpenAI | 43.29 45.21 | $0.25 | $2 | 272K | 52.7 | — | 54.3 | 4.4 | — | 4 |
| 32 | Kimi K2.5 | Moonshot AI (Kimi) | 41.41 42.07 | $0.35 | $1.7 | 262K | 45.6 | 36.2 | 65.3 | 11.8 | 7.4 | 6 |
| 33 | Gemini 3 Flash Preview | Google DeepMind | 40.53 40.96 | $0.5 | $3 | 1,049K | 61.6 | 53.3 | 21.5 | 33.6 | 34.8 | 5 |
| 34 | Qwen3 235B A22B Thinking-2507 | Alibaba (Qwen) | 40.47 41.15 | $0.1 | $0.1 | 262K | 41 | — | — | — | 7.4 | 3 |
| 35 | o4 Mini 2025-04-16 | OpenAI | 40.33 40.63 | $1.1 | $4.4 | 200K | 52.6 | 26.4 | 58.7 | 6.1 | 22.1 | 6 |
| 36 | Qwen3.7 Max | Alibaba (Qwen) | 40.33 41.21 | $2.5 | $7.5 | 1,000K | — | 64.5 | — | — | 17.9 | 2 |
| 37 | Qwen 3 235b A22B | Alibaba (Qwen) | 40.21 40.73 | $0.7 | $2.8 | 131K | 37.3 | 17.2 | — | — | — | 3 |
| 38 | Gemini 2.5 Flash Preview | Google DeepMind | 39.87 40.15 | $0.15 | $0.6 | 1,049K | 41 | — | 32.3 | — | — | 3 |
| 39 | Kimi K2.7 Code | Moonshot AI (Kimi) | 39.87 40.16 | $0.28 | $1.1 | 262K | 54.1 | 49.5 | — | — | 16.9 | 3 |
| 40 | Claude 4 Opus | Anthropic | 39.75 39.87 | $15 | $75 | 200K | 43.4 | 50.6 | 35.7 | 8.6 | — | 5 |
| 41 | DeepSeek V4 Pro | DeepSeek | 39.41 39.39 | $0.44 | $0.87 | 1,049K | 48.9 | 53.4 | — | — | 15.8 | 3 |
| 42 | GPT 5.4 Mini 2026-03-17 | OpenAI | 39.25 39.15 | $0.75 | $4.5 | 272K | 60.3 | — | 63.7 | 18.9 | 13.7 | 4 |
| 43 | Kimi K2.6 | Moonshot AI (Kimi) | 39.22 39 | $0.22 | $1.14 | 262K | 55.9 | — | — | — | 22.1 | 2 |
| 44 | GLM 5.1 | Zhipu AI / Z.ai | 39.17 38.98 | $0.06 | $0.22 | 205K | 57.1 | 46.1 | — | — | 13.7 | 3 |
| 45 | Gemini 2.5 Flash 0520 | Google DeepMind | 38.91 38.65 | $0.15 | $0.6 | 1,049K | 41 | — | 33.3 | 2.5 | — | 4 |
| 46 | Kimi K2 Instruct | Moonshot AI (Kimi) | 38.18 37.34 | $0.1 | $2 | 131K | 39.4 | 11.6 | — | — | — | 3 |
| 47 | o1 2024-12-17 | OpenAI | 38.14 37.62 | $15 | $60 | 200K | 43.8 | 28.1 | 30.7 | — | 2.2 | 5 |
| 48 | Claude Sonnet 3.7 | Anthropic | 37.9 37.12 | $3 | $15 | 200K | — | 35.7 | 28.6 | 0.9 | — | 4 |
| 49 | Grok 4.3 | xAI | 37.47 35.49 | $1.25 | $2.5 | 1,000K | 49.9 | — | — | — | 21.1 | 2 |
| 50 | Claude 3.5 Sonnet 2024-10-22 | Anthropic | 37.14 34.83 | $3 | $15 | 200K | 40 | 29.7 | — | — | — | 2 |
| 51 | Gemini 2.0 Flash Thinking 0121 | Google DeepMind | 37.13 34.82 | $0.31 | $1 | 1,000K | — | 16.8 | — | — | — | 2 |
| 52 | MiniMax M2.5 | MiniMax | 36.86 34.27 | $0.3 | $1.2 | 1,000K | — | — | 63.7 | 4.9 | — | 2 |
| 53 | Qwen3.6 Max Preview | Alibaba (Qwen) | 36.79 34.14 | $1.3 | $7.8 | 262K | — | 55.6 | — | — | 12.7 | 2 |
| 54 | Claude Sonnet 4.5 | Anthropic | 36.64 35.51 | $3 | $15 | 1,000K | 47.7 | 45.2 | 63.7 | 13.6 | 7.4 | 5 |
| 55 | Qwen3 Max 2025-09-23 | Alibaba (Qwen) | 36.4 33.35 | $0.86 | $3.43 | 258K | — | — | — | — | 0 | 2 |
| 56 | Claude 4 Sonnet | Anthropic | 36.06 34.71 | $3 | $15 | 1,000K | 46.1 | 34.6 | 40 | 5.9 | — | 5 |
| 57 | DeepSeek Chat 0324 | DeepSeek | 35.52 32.91 | $0.2 | $0.6 | 164K | 36.1 | 12.6 | — | — | — | 3 |
| 58 | GPT 5.4 Nano 2026-03-17 | OpenAI | 35.28 33.19 | $0.2 | $1.25 | 272K | 49.2 | — | 51.5 | 5.7 | 26.4 | 4 |
| 59 | DeepSeek R1 0528 | DeepSeek | 35.26 33.58 | $0.25 | $0.25 | 164K | 41.6 | 29 | 21.2 | 1.1 | — | 5 |
| 60 | Claude 4.1 Opus | Anthropic | 35.16 32.3 | $15 | $75 | 200K | 42.8 | 52 | — | — | 2.2 | 3 |
| 61 | DeepSeek V3.2 | DeepSeek | 34.98 30.52 | $0.28 | $0.4 | 164K | — | — | 57 | 4 | — | 2 |
| 62 | o1 Preview 2024-09-12 | OpenAI | 34.9 31.87 | $15 | $60 | 128K | 47.6 | 30 | 18 | — | — | 3 |
| 63 | Grok 3 Mini | xAI | 34.18 31.55 | $0.3 | $0.5 | 131K | 42.6 | — | 16.5 | 0.4 | — | 4 |
| 64 | Gemini 2.5 Pro | Google DeepMind | 32.44 28.93 | $1.25 | $10 | 1,049K | 54 | — | 41 | 4.9 | 15.8 | 4 |
| 65 | GPT OSS 120B | OpenAI | 32.3 28.73 | $0.03 | $0.14 | 131K | 48.2 | 6.5 | — | — | 15.8 | 4 |
| 66 | GLM 5 | Zhipu AI / Z.ai | 32.25 29.37 | $0.48 | $1.9 | 205K | 48.2 | 43.8 | 44.7 | 4.9 | 5.3 | 5 |
| 67 | DeepSeek Reasoner | DeepSeek | 31.28 28.01 | $0.55 | $2.19 | 164K | 36.5 | 17.1 | 15.8 | 1.3 | — | 5 |
| 68 | Claude Sonnet 3.5 | Anthropic | 30.72 21.99 | $2.6 | $13 | 200K | 31 | 13 | — | — | — | 2 |
| 69 | GPT 4.5 Preview | OpenAI | 30.67 27.15 | $75 | $150 | 128K | 39.4 | 21.4 | 10.3 | 0.8 | — | 5 |
| 70 | Qwen3 235B A22B Instruct 2507 | Alibaba (Qwen) | 30.46 25.96 | $0.1 | $0.1 | 262K | 38.7 | — | 11 | 1.3 | — | 4 |
| 71 | Claude Haiku 4.5 | Anthropic | 29.87 25.08 | $1 | $5 | 200K | 45.4 | — | 47.7 | 4 | 3.2 | 4 |
| 72 | GLM 4.7 | Zhipu AI / Z.ai | 29.31 19.17 | $0.15 | $0.8 | 205K | — | 37.2 | — | — | 1.1 | 2 |
| 73 | Grok 3 | xAI | 29.04 24.87 | $3 | $15 | 131K | 37.2 | 23.3 | 5.5 | 0 | — | 5 |
| 74 | o3 Mini 2025-01-31 | OpenAI | 28.76 25.2 | $1.1 | $4.4 | 200K | 43.7 | 7.4 | 34.5 | 3 | 12.7 | 6 |
| 75 | GPT 4.1 2025-04-14 | OpenAI | 28.59 24.25 | $2 | $8 | 1,048K | 39 | 12.4 | 5.5 | 0.4 | — | 5 |
| 76 | Qwen3.6 Flash | Alibaba (Qwen) | 28.5 17.55 | $0.19 | $1.13 | 1,000K | — | 22.2 | — | — | 12.9 | 2 |
| 77 | GPT 5 Nano 2025-08-07 | OpenAI | 27.89 23.27 | $0.05 | $0.4 | 272K | 38.1 | — | 20.7 | 2.6 | 10.6 | 5 |
| 78 | Grok 2 1212 | xAI | 27.09 14.74 | $2 | $10 | 131K | 22.2 | 7.2 | — | — | — | 2 |
| 79 | Llama 3.1 405B Instruct | Meta AI | 26.97 14.49 | $0.12 | $0.3 | 128K | 21.4 | 7.6 | — | — | — | 2 |
| 80 | Llama 3.3 70B Instruct | Meta AI | 26.1 17.21 | $0.05 | $0.23 | 131K | 14.4 | 3.9 | — | — | — | 3 |
| 81 | Llama 4 Maverick 17b 128e Instruct | Meta AI | 23.89 17.66 | $0.05 | $0.1 | 1,049K | 24.5 | 13.2 | 4.4 | 0 | — | 5 |
| 82 | OpenAI GPT-4.1 Mini | OpenAI | 23.79 17.53 | $0.4 | $1.6 | 1,048K | 37.6 | — | 3.5 | 0 | 2.2 | 5 |
| 83 | Llama 4 Scout 17B 16E Instruct | Meta AI | 23.08 12.17 | $0.05 | $0.1 | 10,000K | — | — | 0.5 | 0 | — | 3 |
| 84 | GPT-4o (2024-08-06) | OpenAI | 22.18 4.91 | $2.5 | $10 | 128K | — | 1.4 | — | — | 8.5 | 2 |
| 85 | Claude 3 Opus 2024-02-29 | Anthropic | 22.06 10.47 | $15 | $75 | 200K | 23.2 | 8.2 | — | — | 0 | 3 |
| 86 | o1 Mini 2024-09-12 | OpenAI | 21.96 13.22 | $1.1 | $4.4 | 128K | 36.3 | 1.7 | 14 | 0.8 | — | 4 |
| 87 | GPT-4o (2024-11-20) | OpenAI | 21.7 9.87 | $2.5 | $10 | 128K | 25.1 | — | 4.5 | 0 | — | 3 |
| 88 | GPT 4 Turbo 2024-04-09 | OpenAI | 21.62 9.74 | $10 | $30 | 128K | 18 | 10.1 | — | — | 1.1 | 3 |
| 89 | Magistral Small 2506 | Mistral AI | 20.97 2.5 | $0.5 | $1.5 | 33K | — | — | 5 | 0 | — | 2 |
| 90 | GPT 4.1 Nano 2025-04-14 | OpenAI | 20.48 11 | $0.1 | $0.4 | 1,048K | 19 | — | 0 | 0 | — | 4 |
| 91 | OpenAI: GPT-4o-mini (2024-07-18) | OpenAI | 15.11 2.94 | $0.15 | $0.6 | 128K | 11.8 | 0 | — | 0 | 0 | 4 |
The table scrolls sideways: not all columns fit.
The columns on the right are the components of the score, brought to a common 0–100 scale by the actual spread among the measured models. Added together with the weights shown, they produce the number in the main column: they show exactly where one model beat another. A dash means "not measured", not zero. Showing the five most complete task sets out of 6; the rest are on the model page.
The "task sets" column shows how many task sets this model's score is based on. The more there are, the more reliable the figure: a score from two sets is more scattered than one from six, and the coverage adjustment accounts for exactly that.
The price is the lowest among the model's providers, base tier, without batch or discounted rates. Input and output are shown separately on purpose: for most models the output costs several times more than the input, and the final bill depends on which of the two your task has more of.
Epoch AI
— license CC-BY · primary source
По данным Epoch AI
Not every model is measured here. This table is missing 3 of the top ten from the “By solved tasks” tab — GPT 5.4 Pro 2026-03-05, GPT 5.4 2026-03-05, GPT-5.6 Sol Pro. They have no score at all on this tab's task sets: an empty place means "not measured", not "performed badly". The newest model this task set has reached was released on 27 July 2026.
| # | Model | Developer | Arena Score, hard prompts | Sign in$ / 1M | Output$ / 1M | Contexttokens |
|---|---|---|---|---|---|---|
| 1 | Claude Opus 5 | Anthropic | 1,532.57 1,517–1,548 | $5 | $25 | 1,000K |
| 2 | Claude Opus 4.6 ≈ | Anthropic | 1,521.95 1,518–1,526 | $5 | $25 | 1,000K |
| 3 | Claude Fable 5 ≈ | Anthropic | 1,512.89 1,506–1,520 | $10 | $50 | 1,000K |
| 4 | Claude Opus 4.7 | Anthropic | 1,498.15 1,493–1,503 | $5 | $25 | 1,000K |
| 5 | Gemini 3.6 Flash ≈ | Google DeepMind | 1,486.85 1,477–1,497 | $1.5 | $7.5 | 1,049K |
| 6 | Muse Spark 1.1 ≈ | Meta AI | 1,485.84 1,478–1,494 | $1.25 | $4.25 | 1,049K |
| 7 | Gemini 3.5 Flash ≈ | Google DeepMind | 1,485.27 1,477–1,493 | $1.5 | $9 | 1,049K |
| 8 | MiMo V2.5 Pro ≈ | Xiaomi | 1,485.03 1,480–1,490 | $0.44 | $0.87 | 1,050K |
| 9 | Claude Sonnet 4.6 ≈ | Anthropic | 1,484.55 1,480–1,489 | $3 | $15 | 1,000K |
| 10 | Kimi K3 ≈ | Moonshot AI (Kimi) | 1,484.46 1,472–1,497 | $2 | $8 | 1,049K |
| 11 | Gemini 3.1 Pro Preview ≈ | Google DeepMind | 1,484.41 1,480–1,489 | $2 | $12 | 1,049K |
| 12 | Gemini 3 Pro ≈ | Google DeepMind | 1,482.1 1,477–1,487 | $1.6 | $9.6 | 1,049K |
| 13 | ERNIE 5.1 ≈ | Baidu (Ernie) | 1,480.1 1,475–1,486 | $0.75 | $3 | 119K |
| 14 | GPT-5.6 Sol ≈ | OpenAI | 1,475.99 1,468–1,484 | $5 | $30 | 1,050K |
| 15 | GLM 5.1 ≈ | Zhipu AI / Z.ai | 1,475.21 1,470–1,480 | $0.06 | $0.22 | 205K |
| 16 | Claude 4.5 Opus ≈ | Anthropic | 1,474.98 1,471–1,479 | $5 | $25 | 200K |
| 17 | Claude Opus 4.8 ≈ | Anthropic | 1,473.3 1,467–1,479 | $5 | $25 | 1,000K |
| 18 | GLM 5.2 ≈ | Zhipu AI / Z.ai | 1,472.27 1,466–1,479 | $0.42 | $1.32 | 1,049K |
| 19 | Kimi K2.6 ≈ | Moonshot AI (Kimi) | 1,469.4 1,464–1,475 | $0.22 | $1.14 | 262K |
| 20 | GPT-5.6 Terra ≈ | OpenAI | 1,469.31 1,461–1,478 | $2 | $12 | 1,050K |
| 21 | Gemini 3 Flash ≈ | Google DeepMind | 1,464.77 1,459–1,470 | $0.4 | $2.4 | 1,049K |
| 22 | Grok 4.5 ≈ | xAI | 1,463.7 1,456–1,472 | $2 | $6 | 500K |
| 23 | Qwen3.7 Plus ≈ | Alibaba (Qwen) | 1,463.7 1,457–1,470 | $0.5 | $3 | 1,000K |
| 24 | Claude Sonnet 4.5 ≈ | Anthropic | 1,461.7 1,458–1,465 | $3 | $15 | 1,000K |
| 25 | Claude Sonnet 5 ≈ | Anthropic | 1,461.68 1,455–1,469 | $2 | $10 | 1,000K |
| 26 | DeepSeek V4 Pro ≈ | DeepSeek | 1,460.9 1,456–1,466 | $0.44 | $0.87 | 1,049K |
| 27 | MiMo V2 Pro ≈ | Xiaomi | 1,457.98 1,452–1,464 | $0.44 | $0.87 | 1,049K |
| 28 | Qwen3.6 Max Preview ≈ | Alibaba (Qwen) | 1,455.91 1,445–1,466 | $1.3 | $7.8 | 262K |
| 29 | Gemini 2.5 Pro ≈ | Google DeepMind | 1,454.97 1,452–1,458 | $1.25 | $10 | 1,049K |
| 30 | Kimi K2.5 Thinking TEE ≈ | Moonshot AI (Kimi) | 1,454.18 1,450–1,458 | $0.3 | $1.9 | 256K |
| 31 | Seed 2.0 Pro ≈ | ByteDance (Doubao) | 1,454.03 1,450–1,458 | $0.5 | $3 | 131K |
| 32 | GPT-5.6 Luna ≈ | OpenAI | 1,452.94 1,445–1,461 | $0.2 | $1.2 | 1,050K |
| 33 | Grok 4.20 (Reasoning) ≈ | xAI | 1,451.85 1,447–1,456 | $2 | $6 | 2,000K |
| 34 | GLM 5 ≈ | Zhipu AI / Z.ai | 1,451.58 1,446–1,457 | $0.48 | $1.9 | 205K |
| 35 | Inkling ≈ | Thinking Machines Lab | 1,451.52 1,443–1,460 | $1.87 | $4.68 | 1,049K |
| 36 | MiMo V2.5 ≈ | Xiaomi | 1,449.98 1,445–1,455 | $0.14 | $0.28 | 1,050K |
| 37 | Qwen3.5 397B-A17B ≈ | Alibaba (Qwen) | 1,449.17 1,445–1,454 | $0.6 | $3.6 | 262K |
| 38 | MiniMax M3 ≈ | MiniMax | 1,449.05 1,443–1,455 | $0.3 | $1.2 | 1,049K |
| 39 | Qwen3 Max Preview ≈ | Alibaba (Qwen) | 1,449.05 1,443–1,455 | $1.2 | $6 | 256K |
| 40 | Hy3 ≈ | Tencent (Hunyuan) | 1,448.88 1,436–1,462 | $0.13 | $0.53 | 262K |
| 41 | Grok 4.20 Multi Agent Beta 0309 ≈ | xAI | 1,448.67 1,444–1,453 | $2 | $6 | 2,000K |
| 42 | Qwen3.6 Plus ≈ | Alibaba (Qwen) | 1,448.32 1,443–1,453 | $0.5 | $3 | 1,000K |
| 43 | Gemma 4 31B ≈ | Google DeepMind | 1,445.76 1,436–1,456 | $0.14 | $0.4 | 262K |
| 44 | GPT-5.2 Chat ≈ | OpenAI | 1,445.6 1,441–1,451 | $1.75 | $14 | 128K |
| 45 | DeepSeek V4 Flash ≈ | DeepSeek | 1,444.09 1,439–1,449 | $0.14 | $0.28 | 1,049K |
| 46 | GLM 4.7 ≈ | Zhipu AI / Z.ai | 1,443.98 1,436–1,452 | $0.15 | $0.8 | 205K |
| 47 | GLM 5V Turbo ≈ | Zhipu AI / Z.ai | 1,443.74 1,436–1,452 | $0.7 | $3.1 | 203K |
| 48 | MiMo V2 Omni ≈ | Xiaomi | 1,443.45 1,437–1,450 | $0.14 | $0.28 | 262K |
| 49 | Gemini 3.5 Flash Lite ≈ | Google DeepMind | 1,441.84 1,432–1,451 | $0.3 | $2.5 | 1,049K |
| 50 | Claude 4.1 Opus ≈ | Anthropic | 1,441.49 1,438–1,445 | $15 | $75 | 200K |
| 51 | GLM 4.6 ≈ | Zhipu AI / Z.ai | 1,440.47 1,435–1,445 | $0.29 | $1.14 | 205K |
| 52 | Gemma 4 26B-A4B ≈ | Google DeepMind | 1,439.84 1,430–1,450 | $0.05 | $0.29 | 262K |
| 53 | Mistral Medium 3.5 ≈ | Mistral AI | 1,436.67 1,429–1,445 | $1.5 | $7.5 | 262K |
| 54 | Grok 4.1 ≈ | xAI | 1,436.33 1,432–1,440 | $2 | $10 | 200K |
| 55 | Qwen3 235B A22B Instruct 2507 ≈ | Alibaba (Qwen) | 1,433.77 1,430–1,437 | $0.1 | $0.1 | 262K |
| 56 | DeepSeek V3.2 ≈ | DeepSeek | 1,433.5 1,429–1,438 | $0.28 | $0.4 | 164K |
| 57 | Longcat Flash Chat ≈ | Meituan | 1,433.01 1,425–1,441 | — | — | 131K |
| 58 | Mistral Large 3 ≈ | Mistral AI | 1,430.44 1,426–1,435 | $0.5 | $1.5 | 256K |
| 59 | Qwen3 VL 235B A22B Instruct ≈ | Alibaba (Qwen) | 1,430.33 1,422–1,439 | $0.4 | $1.6 | 262K |
| 60 | DeepSeek V3.2 Exp ≈ | DeepSeek | 1,430.02 1,422–1,438 | $0.22 | $0.33 | 164K |
| 61 | GLM 4.5 ≈ | Zhipu AI / Z.ai | 1,428.9 1,423–1,435 | $0.2 | $0.8 | 131K |
| 62 | Qwen3 Next 80B A3B Instruct ≈ | Alibaba (Qwen) | 1,428.36 1,422–1,434 | $0.15 | $1.2 | 262K |
| 63 | Kimi K2 Thinking Turbo ≈ | Moonshot AI (Kimi) | 1,427.43 1,423–1,431 | $1.15 | $8 | 262K |
| 64 | Mistral Medium 3.1 ≈ | Mistral AI | 1,427.12 1,424–1,430 | $0.4 | $2 | 262K |
| 65 | GPT-5.5 Instant ≈ | OpenAI | 1,426.89 1,421–1,433 | $5 | $30 | 400K |
| 66 | Qwen3 Max 2025-09-23 ≈ | Alibaba (Qwen) | 1,424.87 1,416–1,433 | $0.86 | $3.43 | 258K |
| 67 | ChatGPT 4o Latest ≈ | OpenAI | 1,424.74 1,421–1,428 | $5 | $15 | 128K |
| 68 | Gemini 2.5 Flash ≈ | Google DeepMind | 1,422.51 1,419–1,426 | $0.3 | $2.5 | 1,049K |
| 69 | MiniMax M2.7 ≈ | MiniMax | 1,422.37 1,418–1,427 | $0.3 | $1.2 | 205K |
| 70 | Qwen3.5 122B-A10B ≈ | Alibaba (Qwen) | 1,421.7 1,416–1,427 | $0.4 | $3.2 | 262K |
| 71 | MiMo V2 Flash ≈ | Xiaomi | 1,419.94 1,416–1,424 | $0.14 | $0.28 | 262K |
| 72 | Claude Haiku 4.5 ≈ | Anthropic | 1,417.91 1,415–1,421 | $1 | $5 | 200K |
| 73 | DeepSeek R1 0528 ≈ | DeepSeek | 1,415.93 1,408–1,424 | $0.25 | $0.25 | 164K |
| 74 | Qwen3 235B A22B Thinking-2507 ≈ | Alibaba (Qwen) | 1,415.65 1,406–1,425 | $0.1 | $0.1 | 262K |
| 75 | DeepSeek V3.1 ≈ | DeepSeek | 1,415.1 1,407–1,423 | $0.2 | $0.7 | 164K |
| 76 | Qwen3.5 27B ≈ | Alibaba (Qwen) | 1,413.66 1,408–1,419 | $0.3 | $2.4 | 262K |
| 77 | Step 3.5 Flash ≈ | StepFun | 1,411.66 1,407–1,416 | $0.1 | $0.3 | 262K |
| 78 | 2025) ≈ | Google DeepMind | 1,409.13 1,404–1,414 | $0.3 | $2.5 | 1,049K |
| 79 | Grok 4 ≈ | xAI | 1,408.55 1,404–1,414 | $3 | $15 | 256K |
| 80 | Grok 4.1 Fast Reasoning ≈ | xAI | 1,407.94 1,404–1,412 | $0.2 | $0.5 | 2,000K |
| 81 | Qwen3 VL 235B A22B Thinking ≈ | Alibaba (Qwen) | 1,407.87 1,399–1,417 | $0.4 | $4 | 262K |
| 82 | Gemini 3.1 Flash Lite Preview ≈ | Google DeepMind | 1,407.03 1,402–1,412 | $0.25 | $1.5 | 1,049K |
| 83 | DeepSeek V3.1 Terminus ≈ | DeepSeek | 1,405.93 1,393–1,419 | $0.21 | $0.79 | 164K |
| 84 | GPT 5 Chat ≈ | OpenAI | 1,405.12 1,400–1,411 | $1.25 | $10 | 128K |
| 85 | MiMo V2 Flash (Thinking) ≈ | Xiaomi | 1,404.86 1,397–1,413 | $0.1 | $0.31 | 256K |
| 86 | Qwen3.5 Flash ≈ | Alibaba (Qwen) | 1,404.13 1,400–1,409 | $0.09 | $0.36 | 1,000K |
| 87 | GPT 4.5 Preview ≈ | OpenAI | 1,403.65 1,394–1,414 | $75 | $150 | 128K |
| 88 | Grok 4 Fast Reasoning ≈ | xAI | 1,403.28 1,397–1,410 | $0.2 | $0.5 | 2,000K |
| 89 | o3 2025-04-16 ≈ | OpenAI | 1,401.88 1,397–1,407 | $2 | $8 | 200K |
| 90 | Qwen3.5 35B A3B ≈ | Alibaba (Qwen) | 1,400.66 1,395–1,406 | $0.25 | $2 | 262K |
| 91 | Grok 4.3 ≈ | xAI | 1,400.08 1,395–1,405 | $1.25 | $2.5 | 1,000K |
| 92 | Hunyuan T1 ≈ | Tencent (Hunyuan) | 1,398.72 1,386–1,412 | — | — | 131K |
| 93 | Qwen3 30B A3B Instruct 2507 ≈ | Alibaba (Qwen) | 1,397.74 1,391–1,404 | $0.05 | $0.19 | 262K |
| 94 | GPT-5.3 Chat (latest) ≈ | OpenAI | 1,397.27 1,392–1,403 | $1.75 | $14 | 128K |
| 95 | Nemotron 3 Super ≈ | NVIDIA | 1,388.27 1,379–1,398 | $0.2 | $0.8 | 1,000K |
| 96 | NVIDIA Nemotron 3 Super 120B A12B ≈ | NVIDIA | 1,388.27 1,379–1,398 | $0.15 | $0.65 | 262K |
| 97 | Kimi K2 0905 Preview ≈ | Moonshot AI (Kimi) | 1,382.54 1,374–1,391 | $0.6 | $2.5 | 262K |
| 98 | GPT 4.1 2025-04-14 ≈ | OpenAI | 1,382.46 1,378–1,387 | $2 | $8 | 1,048K |
| 99 | GLM 4.5 Air ≈ | Zhipu AI / Z.ai | 1,378.21 1,373–1,384 | $0.11 | $0.29 | 131K |
| 100 | Claude 4 Opus ≈ | Anthropic | 1,375.85 1,370–1,381 | $15 | $75 | 200K |
The table scrolls sideways: not all columns fit.
The price is the lowest among the model's providers, base tier, without batch or discounted rates. Input and output are shown separately on purpose: for most models the output costs several times more than the input, and the final bill depends on which of the two your task has more of.
The ≈ sign marks models whose confidence interval overlaps that of the row above. Here there are 98 models — their order among themselves is not determined by the available data.
The confidence interval for half the models is wider than 10.9 points — that is about 7 adjacent rows of the table. Inside such a group the order is set not by the data but by who happened to vote this time; the data supports the difference between the top and the bottom of the list, but not the ordering of neighbouring places. Votes per model here — median 17,395: the fewer there are, the wider the interval.
Arena (LMArena)
— license CC-BY-4.0 · primary source
По данным Arena (LMArena)