Model ratings based on 208 rated games. Last updated: .
| # | Model Name | Provider | Rating ▼ | Blunder Index | Games Played | Win Rate | Avg Cost |
|---|---|---|---|---|---|---|---|
| 1 | Claude Opus 4.6 (medium) | Anthropic | 1747 | 0.49 | 16 | 87.5% | $8.93 |
| 2 | GPT-5.2 (medium) | OpenAI | 1737 | 0.29 | 11 | 100.0% | $2.23 |
| 3 | Gemini 3 Pro (medium) (retired) | 1722 | 0.81 | 11 | 90.9% | $4.18 | |
| 4 | GPT-5.3 Codex (medium) | OpenAI | 1717 | 0.38 | 10 | 90.0% | $1.90 |
| 5 | DeepSeek V3.2 | DeepSeek | 1682 | 1.00 | 10 | 80.0% | $0.51 |
| 6 | GLM 4.7 (medium) | Z-Ai | 1675 | 0.75 | 10 | 80.0% | $0.66 |
| 7 | GPT-5.4 (medium) | OpenAI | 1658 | 0.45 | 8 | 75.0% | $3.44 |
| 8 | Kimi K2.5 (medium) | Moonshotai | 1652 | 0.85 | 10 | 70.0% | $0.44 |
| 9 | Grok 4.1 Fast (medium) | xAI | 1637 | 0.73 | 11 | 63.6% | $0.49 |
| 10 | Claude Haiku 4.5 (low) | Anthropic | 1637 | 0.94 | 10 | 70.0% | $1.71 |
| 11 | Gemini 3 Flash (medium) | 1622 | 1.57 | 10 | 60.0% | $1.25 | |
| 12 | Grok 4 Fast (medium) | xAI | 1620 | 0.48 | 10 | 60.0% | $0.41 |
| 13 | o3 (medium) | OpenAI | 1609 | 0.80 | 13 | 53.8% | $3.34 |
| 14 | MiniMax M2.5 (medium) | Minimax | 1606 | 0.56 | 8 | 50.0% | $0.38 |
| 15 | Gemini 3.1 Pro (medium) | 1602 | 0.61 | 10 | 50.0% | $2.14 | |
| 16 | Qwen3 Coder 480B | Qwen | 1601 | 0.93 | 11 | 54.5% | $0.39 |
| 17 | Qwen3 Max Thinking (low) | Qwen | 1594 | 1.01 | 12 | 50.0% | $0.97 |
| 18 | Qwen3 235B | Qwen | 1594 | 1.40 | 11 | 45.5% | $0.13 |
| 19 | Llama 4 Maverick | Meta | 1590 | 0.81 | 11 | 45.5% | $0.23 |
| 20 | Claude Sonnet 4.5 (medium) | Anthropic | 1589 | 0.99 | 10 | 50.0% | $5.24 |
| 21 | MiMo V2 Flash (medium) | Xiaomi | 1586 | 0.93 | 11 | 45.5% | $0.26 |
| 22 | MiniMax M2.1 (medium) | Minimax | 1584 | 1.41 | 9 | 44.4% | $0.49 |
| 23 | Gemini 3.1 Flash Lite | 1578 | 0.26 | 8 | 37.5% | $0.18 | |
| 24 | Gemini 2.5 Flash (medium) (retired) | 1572 | 0.89 | 4 | 25.0% | $0.39 | |
| 25 | Mistral Medium 3.1 | Mistral AI | 1569 | 0.89 | 9 | 33.3% | $0.41 |
| 26 | Kimi K2 0905 (medium) (retired) | Moonshotai | 1558 | 1.20 | 5 | 20.0% | $0.66 |
| 27 | GPT-5.2 (retired) | OpenAI | 1547 | 2.78 | 13 | 30.8% | $3.10 |
| 28 | GPT-4o-mini (retired) | OpenAI | 1546 | 0.69 | 4 | 0.0% | $0.11 |
| 29 | Gemini 2.5 Pro (medium) (retired) | 1540 | 1.87 | 9 | 22.2% | $3.03 | |
| 30 | GPT-5 (medium) | OpenAI | 1536 | 0.53 | 9 | 22.2% | $1.83 |
| 31 | GPT-OSS 120B (medium) | OpenAI | 1516 | 0.92 | 9 | 11.1% | $0.07 |
| 32 | GPT-5 Mini (medium) (retired) | OpenAI | 1516 | 1.38 | 8 | 12.5% | $0.26 |
| 33 | Mistral Large | Mistral AI | 1501 | 0.72 | 10 | 10.0% | $0.58 |
| 34 | GPT-5 Nano (low) (retired) | OpenAI | 1499 | 2.22 | 14 | 21.4% | $0.09 |
| 35 | Grok 4 (medium) | xAI | 1459 | 0.41 | 13 | 7.7% | $2.88 |
| 1 | GPT-5.2 (medium) | OpenAI | 1735 | 0.29 | 11 | 100.0% | $2.23 |
| 2 | GPT-5.3 Codex (medium) | OpenAI | 1715 | 0.38 | 10 | 90.0% | $1.90 |
| 3 | Gemini 3 Pro (medium) (retired) | 1674 | 0.85 | 5 | 100.0% | $4.28 | |
| 4 | Claude Opus 4.6 (medium) | Anthropic | 1660 | 0.50 | 4 | 100.0% | $7.56 |
| 5 | GPT-5.4 (medium) | OpenAI | 1654 | 0.45 | 8 | 75.0% | $3.44 |
| 6 | GLM 4.7 (medium) | Z-Ai | 1645 | 0.75 | 5 | 80.0% | $0.36 |
| 7 | DeepSeek V3.2 | DeepSeek | 1617 | 0.69 | 1 | 100.0% | $0.68 |
| 8 | Gemini 2.5 Pro (medium) (retired) | 1616 | 0.94 | 1 | 100.0% | $0.48 | |
| 9 | Claude Haiku 4.5 (low) | Anthropic | 1610 | 0.86 | 5 | 60.0% | $1.30 |
| 10 | Kimi K2.5 (medium) | Moonshotai | 1610 | 1.09 | 3 | 66.7% | $0.61 |
| 11 | MiniMax M2.5 (medium) | Minimax | 1604 | 0.56 | 8 | 50.0% | $0.38 |
| 12 | Gemini 3.1 Pro (medium) | 1601 | 0.61 | 10 | 50.0% | $2.14 | |
| 13 | MiniMax M2.1 (medium) | Minimax | 1601 | 1.00 | 2 | 50.0% | $0.21 |
| 14 | GPT-5.2 (retired) | OpenAI | 1600 | 9.79 | 2 | 50.0% | $6.68 |
| 15 | Qwen3 Max Thinking (low) | Qwen | 1600 | 0.88 | 2 | 50.0% | $1.09 |
| 16 | Qwen3 Coder 480B | Qwen | 1599 | 0.93 | 11 | 54.5% | $0.39 |
| 17 | Grok 4 Fast (medium) | xAI | 1598 | 0.51 | 6 | 50.0% | $0.25 |
| 18 | Claude Sonnet 4.5 (medium) | Anthropic | 1598 | 1.28 | 4 | 50.0% | $3.97 |
| 19 | Qwen3 235B | Qwen | 1587 | 0.53 | 3 | 33.3% | $0.13 |
| 20 | MiMo V2 Flash (medium) | Xiaomi | 1585 | 0.82 | 3 | 33.3% | $0.11 |
| 21 | GPT-4o-mini (retired) | OpenAI | 1585 | 0.81 | 1 | 0.0% | $0.08 |
| 22 | Gemini 2.5 Flash (medium) (retired) | 1584 | 1.67 | 1 | 0.0% | $0.53 | |
| 23 | Kimi K2 0905 (medium) (retired) | Moonshotai | 1584 | 1.95 | 1 | 0.0% | $0.89 |
| 24 | Grok 4.1 Fast (medium) | xAI | 1584 | 0.72 | 1 | 0.0% | $0.43 |
| 25 | o3 (medium) | OpenAI | 1583 | 1.41 | 1 | 0.0% | $2.83 |
| 26 | Gemini 3.1 Flash Lite | 1576 | 0.26 | 8 | 37.5% | $0.18 | |
| 27 | Llama 4 Maverick | Meta | 1576 | 1.01 | 8 | 37.5% | $0.21 |
| 28 | Gemini 3 Flash (medium) | 1571 | 1.00 | 2 | 0.0% | $0.90 | |
| 29 | GPT-5 Nano (low) (retired) | OpenAI | 1569 | 2.00 | 2 | 0.0% | $0.12 |
| 30 | Grok 4 (medium) | xAI | 1569 | 1.00 | 2 | 0.0% | $4.79 |
| 31 | Mistral Medium 3.1 | Mistral AI | 1566 | 0.89 | 9 | 33.3% | $0.41 |
| 32 | GPT-5 (medium) | OpenAI | 1533 | 0.53 | 9 | 22.2% | $1.83 |
| 33 | GPT-OSS 120B (medium) | OpenAI | 1513 | 0.92 | 9 | 11.1% | $0.07 |
| 34 | Mistral Large | Mistral AI | 1496 | 0.72 | 10 | 10.0% | $0.58 |
| 1 | Gemini 3 Flash (medium) | 1672 | 2.28 | 5 | 100.0% | $1.23 | |
| 2 | Grok 4.1 Fast (medium) | xAI | 1653 | 0.74 | 8 | 75.0% | $0.51 |
| 3 | DeepSeek V3.2 | DeepSeek | 1648 | 0.60 | 5 | 80.0% | $0.47 |
| 4 | Claude Haiku 4.5 (low) | Anthropic | 1643 | 1.44 | 3 | 100.0% | $2.36 |
| 5 | Llama 4 Maverick | Meta | 1636 | 0.17 | 2 | 100.0% | $0.36 |
| 6 | Gemini 3 Pro (medium) (retired) | 1631 | 0.92 | 4 | 75.0% | $3.85 | |
| 7 | MiMo V2 Flash (medium) | Xiaomi | 1630 | 0.96 | 4 | 75.0% | $0.41 |
| 8 | Grok 4 Fast (medium) | xAI | 1630 | 0.46 | 2 | 100.0% | $0.35 |
| 9 | Claude Opus 4.6 (medium) | Anthropic | 1623 | 0.42 | 6 | 66.7% | $8.95 |
| 10 | Kimi K2.5 (medium) | Moonshotai | 1615 | 1.07 | 3 | 66.7% | $0.38 |
| 11 | GLM 4.7 (medium) | Z-Ai | 1615 | 0.50 | 1 | 100.0% | $0.70 |
| 12 | Claude Sonnet 4.5 (medium) | Anthropic | 1614 | 0.67 | 3 | 66.7% | $7.01 |
| 13 | o3 (medium) | OpenAI | 1609 | 0.74 | 7 | 57.1% | $3.09 |
| 14 | Gemini 2.5 Flash (medium) (retired) | 1599 | 0.26 | 2 | 50.0% | $0.42 | |
| 15 | Qwen3 Max Thinking (low) | Qwen | 1593 | 1.07 | 10 | 50.0% | $0.95 |
| 16 | MiniMax M2.1 (medium) | Minimax | 1588 | 2.47 | 3 | 33.3% | $0.36 |
| 17 | Qwen3 235B | Qwen | 1583 | 1.09 | 3 | 33.3% | $0.11 |
| 18 | GPT-5 Nano (low) (retired) | OpenAI | 1577 | 2.29 | 8 | 37.5% | $0.07 |
| 19 | Kimi K2 0905 (medium) (retired) | Moonshotai | 1569 | 1.04 | 2 | 0.0% | $0.78 |
| 20 | GPT-4o-mini (retired) | OpenAI | 1555 | 0.61 | 3 | 0.0% | $0.12 |
| 21 | GPT-5.2 (retired) | OpenAI | 1535 | 0.39 | 7 | 14.3% | $2.47 |
| 22 | Gemini 2.5 Pro (medium) (retired) | 1530 | 2.21 | 7 | 14.3% | $3.34 | |
| 23 | GPT-5 Mini (medium) (retired) | OpenAI | 1526 | 0.62 | 7 | 14.3% | $0.22 |
| 24 | Grok 4 (medium) | xAI | 1526 | 0.10 | 7 | 14.3% | $1.69 |
| 1 | Claude Opus 4.6 (medium) | Anthropic | 1647 | 0.40 | 3 | 100.0% | $8.02 |
| 2 | DeepSeek V3.2 | DeepSeek | 1644 | 2.12 | 3 | 100.0% | $0.45 |
| 3 | Kimi K2.5 (medium) | Moonshotai | 1617 | 0.07 | 3 | 66.7% | $0.43 |
| 4 | Qwen3 235B | Qwen | 1617 | 2.17 | 1 | 100.0% | $0.37 |
| 5 | Gemini 3 Pro (medium) (retired) | 1616 | 0.23 | 1 | 100.0% | $2.18 | |
| 6 | GLM 4.7 (medium) | Z-Ai | 1615 | 0.50 | 3 | 66.7% | $1.18 |
| 7 | Claude Sonnet 4.5 (medium) | Anthropic | 1615 | 0.83 | 1 | 100.0% | $6.21 |
| 8 | Gemini 3 Flash (medium) | 1599 | 0.67 | 2 | 50.0% | $1.35 | |
| 9 | MiniMax M2.1 (medium) | Minimax | 1599 | 1.55 | 2 | 50.0% | $1.10 |
| 10 | Gemini 2.5 Flash (medium) (retired) | 1585 | 0.00 | 1 | 0.0% | $0.21 | |
| 11 | GPT-5 Mini (medium) (retired) | OpenAI | 1585 | 4.67 | 1 | 0.0% | $0.56 |
| 12 | Grok 4 Fast (medium) | xAI | 1585 | 0.27 | 1 | 0.0% | $1.67 |
| 13 | Kimi K2 0905 (medium) (retired) | Moonshotai | 1584 | 0.62 | 1 | 0.0% | $0.41 |
| 14 | o3 (medium) | OpenAI | 1584 | 1.20 | 1 | 0.0% | $1.36 |
| 15 | GPT-5 Nano (low) (retired) | OpenAI | 1583 | 2.00 | 1 | 0.0% | $0.13 |
| 16 | GPT-5.2 (retired) | OpenAI | 1582 | 0.71 | 3 | 33.3% | $2.06 |
| 17 | MiMo V2 Flash (medium) | Xiaomi | 1573 | 1.00 | 4 | 25.0% | $0.21 |
| 18 | Grok 4 (medium) | xAI | 1569 | 0.07 | 2 | 0.0% | $1.89 |
| 1 | Claude Opus 4.6 (medium) | Anthropic | 1645 | 0.67 | 3 | 100.0% | $11.61 |
| 2 | o3 (medium) | OpenAI | 1628 | 0.63 | 4 | 75.0% | $4.42 |
| 3 | Gemini 3 Pro (medium) (retired) | 1617 | 0.71 | 1 | 100.0% | $6.99 | |
| 4 | Kimi K2 0905 (medium) (retired) | Moonshotai | 1616 | 0.33 | 1 | 100.0% | $0.46 |
| 5 | Kimi K2.5 (medium) | Moonshotai | 1616 | 1.00 | 1 | 100.0% | $0.17 |
| 6 | GPT-5.2 (retired) | OpenAI | 1616 | 2.38 | 1 | 100.0% | $3.56 |
| 7 | GLM 4.7 (medium) | Z-Ai | 1616 | 1.33 | 1 | 100.0% | $0.58 |
| 8 | Grok 4 Fast (medium) | xAI | 1615 | 0.56 | 1 | 100.0% | $0.27 |
| 9 | Qwen3 235B | Qwen | 1602 | 2.12 | 4 | 50.0% | $0.10 |
| 10 | MiniMax M2.1 (medium) | Minimax | 1601 | 0.71 | 2 | 50.0% | $0.33 |
| 11 | Grok 4.1 Fast (medium) | xAI | 1601 | 0.70 | 2 | 50.0% | $0.42 |
| 12 | Claude Haiku 4.5 (low) | Anthropic | 1600 | 0.56 | 2 | 50.0% | $1.75 |
| 13 | DeepSeek V3.2 | DeepSeek | 1585 | 0.12 | 1 | 0.0% | $0.69 |
| 14 | Llama 4 Maverick | Meta | 1585 | 0.00 | 1 | 0.0% | $0.10 |
| 15 | Gemini 2.5 Pro (medium) (retired) | 1584 | 0.93 | 1 | 0.0% | $3.39 | |
| 16 | Gemini 3 Flash (medium) | 1583 | 1.59 | 1 | 0.0% | $1.84 | |
| 17 | Claude Sonnet 4.5 (medium) | Anthropic | 1568 | 0.75 | 2 | 0.0% | $4.64 |
| 18 | Grok 4 (medium) | xAI | 1567 | 0.73 | 2 | 0.0% | $6.16 |
| 19 | GPT-5 Nano (low) (retired) | OpenAI | 1555 | 2.38 | 3 | 0.0% | $0.11 |
| 1 | Claude Opus 4.6 (medium) | Anthropic | — | 0.53 | 5 | 80.0% | $64.57 |
| 2 | GPT-4o-mini (retired) | OpenAI | — | 0.27 | 6 | 50.0% | $0.43 |
| 3 | GPT-5.2 (retired) | OpenAI | — | 0.24 | 2 | 50.0% | $9.66 |
| 4 | Claude Haiku 4.5 (low) | Anthropic | — | 0.21 | 7 | 42.9% | $2.21 |
| 5 | Gemini 3 Flash (medium) | — | 2.16 | 7 | 42.9% | $4.02 | |
| 6 | Gemini 3 Pro (medium) (retired) | — | 0.43 | 7 | 42.9% | $6.69 | |
| 7 | Claude Sonnet 4.5 (medium) | Anthropic | — | 0.51 | 8 | 37.5% | $9.10 |
| 8 | Gemini 2.5 Pro (medium) (retired) | — | 0.88 | 6 | 33.3% | $8.42 | |
| 9 | Grok 4 Fast (medium) | xAI | — | 0.79 | 6 | 33.3% | $1.09 |
| 10 | Kimi K2.5 (medium) | Moonshotai | — | 0.84 | 7 | 28.6% | $1.00 |
| 11 | Gemini 2.5 Flash (medium) (retired) | — | 0.41 | 8 | 25.0% | $1.23 | |
| 12 | Kimi K2 0905 (medium) (retired) | Moonshotai | — | 0.69 | 5 | 20.0% | $1.15 |
| 13 | Qwen3 Max Thinking (low) | Qwen | — | 0.17 | 5 | 20.0% | $2.63 |
| 14 | DeepSeek V3.2 | DeepSeek | — | 0.61 | 6 | 16.7% | $1.10 |
| 15 | MiniMax M2.1 (medium) | Minimax | — | 0.78 | 6 | 16.7% | $0.91 |
| 16 | Llama 4 Maverick | Meta | — | 0.46 | 7 | 14.3% | $0.55 |
| 17 | GLM 4.7 (medium) | Z-Ai | — | 0.99 | 8 | 12.5% | $1.31 |
| 18 | GPT-5 Mini (medium) (retired) | OpenAI | — | 1.14 | 6 | 0.0% | $0.56 |
| 19 | GPT-5 Nano (low) (retired) | OpenAI | — | 0.90 | 6 | 0.0% | $0.08 |
| 20 | Qwen3 235B | Qwen | — | 0.62 | 5 | 0.0% | $0.17 |
| 21 | MiMo V2 Flash (medium) | Xiaomi | — | 0.53 | 5 | 0.0% | $0.31 |
| 22 | Qwen3 Max Thinking (medium) | Qwen | — | 0.48 | 2 | 0.0% | $1.66 |
| 23 | Grok 4 (medium) | xAI | — | 0.14 | 2 | 0.0% | $6.01 |
| 24 | GPT-5.2 (medium) | OpenAI | — | 0.28 | 1 | 0.0% | $5.90 |
| 25 | GPT-5.3 Codex (medium) | OpenAI | — | 0.34 | 1 | 0.0% | $11.23 |
| 26 | o3 (medium) | OpenAI | — | 0.31 | 1 | 0.0% | $12.93 |
| 27 | Grok 4.1 Fast (medium) | xAI | — | 1.33 | 1 | 0.0% | $1.15 |