Models
The following models are being used for testing. Some models might appear multiple times with different parameters to test the impact on the results.
| Model | Total â–¼ | Released | Context | CoT | Tooling | Creative Writing | Language | Utility | Reasoning | Text Editing | Rule Following | Hallucination |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Claude Opus 4.6 (Reasoning) | 95.02% | Feb 4, 26 | 1m | ✓ | 100.00% | 84.55% | 96.12% | 98.93% | 93.77% | 98.86% | 89.78% | 98.13% |
| Qwen3.6 Max Preview | 94.54% | Apr 27, 26 | 262.1k | ✓ | 100.00% | 88.42% | 100.00% | 98.34% | 96.51% | 98.58% | 82.79% | 91.72% |
| Gemini 3.1 Pro (Preview) | 94.37% | Feb 19, 26 | 1m | ✓ | 99.90% | 85.44% | 94.90% | 99.91% | 96.01% | 98.51% | 91.21% | 89.06% |
| Z.AI GLM 5.1 | 94.37% | Apr 7, 26 | 200k | ✓ | 100.00% | 84.05% | 91.57% | 97.51% | 96.83% | 98.90% | 88.41% | 97.67% |
| Z.AI GLM 5 Turbo | 94.27% | Mar 15, 26 | 200k | ✓ | 93.95% | 84.66% | 99.90% | 96.36% | 95.67% | 98.17% | 86.78% | 98.64% |
| Claude Sonnet 4.6 (Reasoning) | 93.66% | Feb 17, 26 | 1m | ✓ | 100.00% | 83.09% | 97.58% | 97.88% | 92.76% | 98.30% | 85.73% | 93.96% |
| GPT-5.4 (Reasoning) | 93.24% | Mar 5, 26 | 1m | ✓ | 100.00% | 91.17% | 94.90% | 96.89% | 94.78% | 98.42% | 79.29% | 90.43% |
| Claude Opus 4.7 (Reasoning) | 93.23% | Apr 16, 26 | 1m | ✓ | 100.00% | 84.73% | 98.77% | 97.87% | 95.44% | 97.58% | 74.04% | 97.39% |
| GPT-5.5 (Reasoning) | 92.98% | Apr 24, 26 | 1m | ✓ | 100.00% | 90.26% | 99.69% | 96.60% | 94.89% | 98.79% | 79.40% | 84.24% |
| GPT-5 Mini | 92.62% | Aug 7, 25 | 400k | ✓ | 99.99% | 80.48% | 96.49% | 98.39% | 94.36% | 97.13% | 76.44% | 97.71% |
| GPT-5.5 (Reasoning, Low) | 92.59% | Apr 24, 26 | 1m | ✓ | 100.00% | 90.24% | 99.24% | 96.36% | 95.01% | 98.59% | 76.90% | 84.41% |
| GPT-5.1 | 92.54% | Nov 13, 25 | 400k | ✓ | 98.00% | 87.20% | 93.64% | 95.33% | 95.14% | 98.54% | 74.05% | 98.44% |
| Claude Opus 4.6 | 92.35% | Feb 4, 26 | 1m | – | 100.00% | 83.59% | 96.13% | 90.72% | 93.33% | 98.35% | 83.11% | 93.60% |
| MoonshotAI: Kimi K2.6 | 92.31% | Apr 20, 26 | 256k | ✓ | 99.77% | 85.47% | 96.77% | 97.42% | 95.22% | 98.00% | 76.94% | 88.85% |
| GPT-5 | 91.93% | Aug 7, 25 | 400k | ✓ | 100.00% | 86.87% | 91.50% | 93.53% | 95.67% | 98.90% | 77.13% | 91.84% |
| Qwen 3.5 397B A17B | 91.73% | Feb 15, 26 | 128k | ✓ | 99.77% | 86.93% | 95.01% | 97.50% | 95.06% | 98.05% | 79.39% | 82.10% |
| Qwen 3.5 122B | 91.53% | Feb 25, 26 | 262k | ✓ | 100.00% | 83.02% | 95.01% | 96.36% | 94.93% | 96.31% | 80.00% | 86.58% |
| Qwen 3.5 Plus (2026-04-20) | 91.51% | Apr 20, 26 | 1m | – | 96.00% | 85.18% | 97.14% | 96.42% | 94.99% | 97.70% | 67.53% | 97.13% |
| Grok 4.20 (Beta, Reasoning) | 91.49% | Mar 12, 26 | 2m | ✓ | 100.00% | 84.50% | 99.08% | 95.41% | 82.64% | 98.69% | 75.31% | 96.28% |
| GPT-5.4 (Reasoning, Low) | 91.41% | Mar 5, 26 | 1m | ✓ | 99.96% | 90.51% | 90.79% | 95.32% | 94.34% | 98.01% | 70.02% | 92.29% |
| Z.AI GLM 5 | 91.23% | Feb 11, 26 | 200k | ✓ | 100.00% | 83.63% | 92.06% | 94.11% | 95.89% | 98.59% | 67.78% | 97.74% |
| Claude Sonnet 4.6 | 91.15% | Feb 17, 26 | 1m | – | 100.00% | 83.31% | 100.00% | 88.52% | 88.48% | 96.37% | 82.50% | 89.98% |
| MoonshotAI: Kimi K2.5 | 91.04% | Jan 27, 26 | 262k | ✓ | 100.00% | 81.35% | 97.10% | 96.63% | 95.41% | 97.79% | 72.03% | 88.02% |
| Qwen 3.5 27B | 90.85% | Feb 25, 26 | 262k | ✓ | 99.00% | 82.54% | 95.52% | 95.67% | 92.73% | 98.69% | 76.04% | 86.58% |
| ByteDance Seed 1.6 | 90.70% | Dec 23, 25 | 256k | ✓ | 98.00% | 78.43% | 95.63% | 90.83% | 91.49% | 98.40% | 77.71% | 95.14% |
| Qwen 3.6 Flash | 90.65% | Apr 27, 26 | 1m | ✓ | 99.73% | 86.02% | 89.33% | 96.09% | 94.20% | 96.09% | 71.50% | 92.26% |
| GPT-5.4 Mini (Reasoning) | 90.65% | Mar 17, 26 | 400k | ✓ | 100.00% | 88.66% | 98.12% | 94.44% | 94.56% | 95.78% | 57.38% | 96.22% |
| Gemini 3 Flash (Preview, Reasoning) | 90.50% | Dec 17, 25 | 1m | ✓ | 100.00% | 75.87% | 94.93% | 97.20% | 98.05% | 98.12% | 74.48% | 85.32% |
| o4 Mini High | 90.29% | Apr 16, 25 | 200k | ✓ | 100.00% | 82.72% | 79.76% | 98.67% | 95.02% | 94.36% | 72.70% | 99.06% |
| GPT-5.2 | 90.26% | Dec 10, 25 | 400k | – | 100.00% | 80.36% | 91.19% | 96.22% | 94.54% | 97.54% | 67.10% | 95.09% |
| DeepSeek V4 Pro (Reasoning) | 90.10% | Apr 24, 26 | 1m | ✓ | 99.28% | 82.99% | 88.51% | 93.24% | 94.61% | 98.56% | 72.74% | 90.88% |
| Claude Opus 4.7 | 89.93% | Apr 16, 26 | 1m | – | 99.38% | 84.74% | 92.32% | 95.77% | 95.72% | 97.55% | 68.08% | 85.89% |
| Qwen 3.6 27B | 89.72% | Apr 27, 26 | 262.1k | ✓ | 97.49% | 82.81% | 89.01% | 94.31% | 93.08% | 93.97% | 71.37% | 95.73% |
| Claude Opus 4.5 | 89.69% | Nov 24, 25 | 200k | – | 100.00% | 81.71% | 99.66% | 89.84% | 93.93% | 97.69% | 72.61% | 82.06% |
| Grok 4.1 Fast | 89.55% | Nov 19, 25 | 2m | ✓ | 100.00% | 82.14% | 88.76% | 84.12% | 93.58% | 97.87% | 70.87% | 99.02% |
| Aion 2.0 | 89.21% | Feb 23, 26 | 131k | ✓ | 99.53% | 80.24% | 96.17% | 90.91% | 94.13% | 95.34% | 63.77% | 93.57% |
| Z.AI GLM 4.6 | 89.11% | Sep 30, 25 | 200k | ✓ | 99.99% | 78.86% | 96.60% | 88.58% | 95.12% | 97.78% | 65.85% | 90.08% |
| MiniMax M2.7 | 89.10% | Mar 18, 26 | 204.8k | ✓ | 99.98% | 81.70% | 84.80% | 95.50% | 93.28% | 92.14% | 68.90% | 96.47% |
| GPT-5.5 | 89.09% | Apr 24, 26 | 1m | – | 100.00% | 90.39% | 94.15% | 81.88% | 95.16% | 98.20% | 72.34% | 80.57% |
| Qwen 3.6 35B | 89.05% | Apr 27, 26 | 262.1k | ✓ | 80.00% | 85.97% | 93.56% | 96.20% | 94.08% | 95.10% | 77.34% | 90.19% |
| DeepSeek V4 Flash (Reasoning) | 89.01% | Apr 24, 26 | 1m | ✓ | 96.00% | 83.03% | 94.76% | 87.53% | 95.08% | 96.15% | 64.50% | 95.02% |
| Gemini 3 Pro (Preview) | 88.79% | Nov 18, 25 | 1m | ✓ | 99.98% | 77.77% | 89.64% | 96.14% | 95.24% | 98.86% | 64.47% | 88.23% |
| Claude Sonnet 4 | 88.72% | May 22, 25 | 200k | – | 100.00% | 79.21% | 91.31% | 84.02% | 94.48% | 99.13% | 81.52% | 80.08% |
| MiniMax M2.5 | 88.71% | Feb 12, 26 | 196k | ✓ | 97.93% | 81.21% | 96.05% | 90.42% | 92.42% | 96.02% | 62.69% | 92.94% |
| Z.AI GLM 4.7 | 88.69% | Dec 22, 25 | 200k | ✓ | 100.00% | 78.89% | 85.46% | 94.31% | 94.99% | 98.22% | 69.16% | 88.47% |
| GPT-4.1 | 88.68% | Apr 14, 25 | 1m | – | 98.86% | 81.24% | 93.91% | 90.57% | 88.46% | 94.40% | 66.78% | 95.24% |
| Gemini 2.5 Pro | 88.53% | Jun 17, 25 | 1m | ✓ | 100.00% | 81.03% | 92.57% | 92.18% | 96.91% | 98.58% | 60.89% | 86.11% |
| o4 Mini | 88.35% | Apr 16, 25 | 200k | ✓ | 100.00% | 82.04% | 80.00% | 96.31% | 94.45% | 90.61% | 64.61% | 98.75% |
| Grok 4 | 88.12% | Jul 9, 25 | 256k | ✓ | 99.99% | 77.34% | 90.61% | 89.67% | 96.01% | 98.76% | 63.09% | 89.45% |
| Claude Sonnet 4.5 | 88.03% | Sep 29, 25 | 1m | – | 100.00% | 84.19% | 92.39% | 83.78% | 92.50% | 99.02% | 76.80% | 75.57% |
| Qwen 3.5 35B | 88.00% | Feb 25, 26 | 262k | ✓ | 93.98% | 83.51% | 91.95% | 96.42% | 94.88% | 94.95% | 67.42% | 80.87% |
| Claude Opus 4 | 87.69% | May 22, 25 | 200k | – | 100.00% | 83.79% | 93.01% | 88.81% | 92.59% | 97.25% | 70.37% | 75.68% |
| Xiaomi MIMO v2.5 Pro | 87.36% | Apr 22, 26 | 1m | ✓ | 100.00% | 81.08% | 87.69% | 82.62% | 92.07% | 95.96% | 64.29% | 95.17% |
| Stealth: Hunter Alpha | 87.34% | Mar 11, 26 | 1m | – | 99.99% | 79.18% | 93.35% | 84.63% | 91.67% | 95.53% | 63.63% | 90.78% |
| ByteDance Seed 2.0 Mini | 86.91% | Feb 26, 26 | 262k | ✓ | 99.64% | 80.11% | 90.12% | 91.88% | 92.40% | 91.08% | 58.77% | 91.29% |
| Gemini 2.5 Flash (Reasoning) | 86.51% | Jun 17, 25 | 1m | ✓ | 100.00% | 76.30% | 86.06% | 82.25% | 93.81% | 98.12% | 59.97% | 95.60% |
| GPT-OSS 120B | 86.44% | Aug 5, 25 | 131k | ✓ | 100.00% | 67.85% | 97.18% | 92.03% | 92.42% | 91.73% | 55.03% | 95.29% |
| Qwen 3.5 Flash | 86.38% | Feb 25, 26 | 1m | ✓ | 87.87% | 83.81% | 91.94% | 96.11% | 94.66% | 92.80% | 63.19% | 80.63% |
| Z.AI GLM 4.5 | 86.27% | Jul 25, 25 | 131k | – | 99.89% | 76.56% | 97.33% | 79.19% | 91.03% | 95.32% | 63.79% | 87.05% |
| Grok 4 Fast | 86.15% | Sep 19, 25 | 2m | ✓ | 99.65% | 77.03% | 84.61% | 76.76% | 94.89% | 97.26% | 67.91% | 91.09% |
| Qwen 3.5 9B | 86.05% | Mar 10, 26 | 262k | ✓ | 97.00% | 84.35% | 88.18% | 94.02% | 92.93% | 85.35% | 60.98% | 85.58% |
| Qwen 3.5 Plus (2026-02-15) | 85.96% | Feb 15, 26 | 1m | – | 99.74% | 77.07% | 95.10% | 86.65% | 93.45% | 98.10% | 64.21% | 73.35% |
| Stealth: Healer Alpha | 85.93% | Mar 11, 26 | 262k | – | 100.00% | 78.28% | 88.45% | 82.30% | 91.67% | 96.04% | 56.03% | 94.67% |
| Gemini 3.1 Flash Lite (Preview) | 85.87% | Feb 19, 26 | 1m | – | 99.98% | 75.78% | 94.98% | 94.00% | 92.15% | 96.46% | 59.04% | 74.58% |
| GPT-5.4 Mini (Reasoning, Low) | 85.75% | Mar 17, 26 | 400k | ✓ | 100.00% | 87.72% | 92.45% | 88.49% | 92.28% | 92.63% | 33.99% | 98.43% |
| Gemini 2.5 Flash Lite (Reasoning) | 85.75% | Jul 22, 25 | 1m | ✓ | 99.54% | 71.64% | 74.36% | 89.63% | 93.86% | 94.54% | 66.81% | 95.59% |
| Mistral Large 3 | 85.43% | Dec 1, 25 | 262k | – | 99.66% | 81.21% | 92.02% | 84.91% | 88.95% | 94.09% | 64.41% | 78.17% |
| GPT-4o, May 13th (temp=0) | 85.36% | May 13, 24 | 128k | – | 99.22% | 74.89% | 98.72% | 83.13% | 88.58% | 95.35% | 73.24% | 69.76% |
| Gemini 3 Flash (Preview) | 85.35% | Dec 17, 25 | 1m | – | 97.64% | 75.04% | 95.00% | 86.39% | 94.79% | 97.54% | 65.14% | 71.24% |
| Claude Haiku 4.5 | 85.14% | Oct 15, 25 | 200k | – | 99.10% | 78.96% | 91.84% | 72.48% | 87.76% | 96.81% | 70.35% | 83.86% |
| Xiaomi MIMO v2.5 | 85.05% | Apr 22, 26 | 1m | ✓ | 99.96% | 79.16% | 76.33% | 81.15% | 92.43% | 95.34% | 60.75% | 95.25% |
| DeepSeek-V2 Chat | 84.83% | May 6, 24 | 128k | – | 99.76% | 77.20% | 100.00% | 83.82% | 88.70% | 90.90% | 68.78% | 69.48% |
| Z.AI GLM 4.7 Flash | 84.82% | Jan 19, 26 | 200k | ✓ | 93.74% | 77.36% | 87.67% | 88.98% | 89.50% | 85.82% | 65.63% | 89.86% |
| ByteDance Seed 2.0 Lite | 84.80% | Mar 10, 26 | 262k | ✓ | 99.91% | 82.35% | 96.80% | 92.23% | 95.50% | 95.03% | 36.85% | 79.75% |
| Nemotron 3 Super | 84.56% | Mar 11, 26 | 262k | – | 93.49% | 69.75% | 81.41% | 95.29% | 93.11% | 86.34% | 57.43% | 99.69% |
| GPT-5.4 | 84.32% | Mar 5, 26 | 1m | – | 97.65% | 90.94% | 81.49% | 81.95% | 93.92% | 96.73% | 58.11% | 73.78% |
| Claude 3.5 Sonnet | 84.24% | Jun 20, 24 | 200k | – | 100.00% | 78.69% | 85.62% | 76.75% | 90.30% | 96.57% | 69.67% | 76.31% |
| Grok 4.20 (Beta) | 83.85% | Mar 12, 26 | 2m | – | 100.00% | 82.80% | 91.17% | 82.15% | 87.05% | 95.49% | 53.89% | 78.28% |
| Inception Mercury 2 | 83.85% | Mar 4, 26 | 128k | – | 98.00% | 68.31% | 87.32% | 92.86% | 92.03% | 85.26% | 54.41% | 92.60% |
| GPT-4o, May 13th (temp=1) | 83.80% | May 13, 24 | 128k | – | 99.68% | 75.88% | 92.52% | 80.69% | 85.98% | 92.41% | 69.88% | 73.40% |
| Stealth: Aurora Alpha | 83.79% | Feb 9, 26 | 128k | – | 99.69% | 67.54% | 92.50% | 92.59% | 90.11% | – | 44.19% | 99.93% |
| DeepSeek V3 (2024-12-26) | 83.68% | Dec 26, 24 | 163.8k | – | 100.00% | 77.88% | 87.88% | 81.87% | 88.71% | 93.58% | 66.39% | 73.11% |
| Claude 3.7 Sonnet | 83.39% | Feb 19, 25 | 200k | – | 99.32% | 76.31% | 92.95% | 62.54% | 89.94% | 97.12% | 73.78% | 75.18% |
| GPT-4.1 Mini | 83.20% | Apr 14, 25 | 1m | – | 97.92% | 74.52% | 89.64% | 82.30% | 85.83% | 95.62% | 58.59% | 81.14% |
| Z.AI GLM 4.5 Air | 83.12% | Jul 25, 25 | 131k | – | 99.60% | 74.61% | 95.05% | 76.57% | 87.91% | 94.38% | 44.11% | 92.74% |
| Hermes 3 405B | 82.86% | Aug 15, 24 | 128k | – | 99.78% | 80.92% | 99.57% | 69.02% | 85.58% | 89.14% | 59.17% | 79.70% |
| DeepSeek V4 Pro | 82.63% | Apr 24, 26 | 1m | – | 99.49% | 83.70% | 72.80% | 77.57% | 87.07% | 97.98% | 63.74% | 78.72% |
| GPT-4o, Aug. 6th (temp=1) | 82.62% | Aug 6, 24 | 128k | – | 99.73% | 75.50% | 82.21% | 82.44% | 86.91% | 86.72% | 67.91% | 79.53% |
| GPT-5 Nano | 82.60% | Aug 7, 25 | 400k | ✓ | 99.21% | 67.04% | 77.18% | 93.91% | 89.61% | 82.74% | 57.57% | 93.52% |
| GPT-4o, Aug. 6th (temp=0) | 82.45% | Aug 6, 24 | 128k | – | 99.95% | 73.65% | 75.00% | 82.11% | 87.59% | 93.77% | 74.19% | 73.35% |
| GPT-5.4 Mini | 82.43% | Mar 17, 26 | 400k | – | 99.86% | 88.10% | 88.75% | 79.37% | 88.04% | 90.60% | 46.32% | 78.40% |
| Mistral Large 2 | 82.41% | Jul 24, 24 | 128k | – | 99.78% | 81.86% | 85.22% | 69.19% | 88.20% | 94.16% | 63.05% | 77.87% |
| Mistral Small 4 (Reasoning) | 82.39% | Mar 16, 26 | 265k | ✓ | 99.73% | 81.67% | 60.53% | 85.61% | 87.78% | 90.58% | 60.28% | 92.98% |
| DeepSeek V3.1 | 82.39% | Aug 21, 25 | 163.8k | – | 97.96% | 77.45% | 96.87% | 76.65% | 83.95% | 87.27% | 66.15% | 72.80% |
| DeepSeek V3.2 | 82.25% | Dec 1, 25 | 163.8k | ✓ | 99.99% | 79.95% | 85.01% | 81.58% | 89.46% | 95.78% | 53.75% | 72.50% |
| Qwen 3 32B | 82.21% | Apr 28, 25 | 41k | – | 97.43% | 81.30% | 84.61% | 81.66% | 86.35% | 89.95% | 46.83% | 89.56% |
| DeepSeek V4 Flash | 82.02% | Apr 24, 26 | 1m | – | 95.80% | 83.42% | 88.50% | 83.26% | 79.16% | 93.25% | 57.32% | 75.47% |
| DeepSeek V3 (2025-03-24) | 81.99% | Mar 24, 25 | 163.8k | – | 93.53% | 82.34% | 86.42% | 80.62% | 88.45% | 89.57% | 67.94% | 67.07% |
| GPT-5.4 Nano (Reasoning) | 81.36% | Mar 17, 26 | 400k | ✓ | 95.71% | 80.97% | 83.99% | 93.34% | 88.48% | 83.32% | 27.15% | 97.95% |
| Gemini 2.5 Flash Lite | 81.08% | Jul 22, 25 | 1m | – | 96.60% | 75.05% | 82.75% | 80.14% | 85.80% | 92.13% | 59.96% | 76.17% |
| Gemini 2.5 Flash | 80.60% | Jun 17, 25 | 1m | – | 99.96% | 77.57% | 86.23% | 61.45% | 92.60% | 97.83% | 57.47% | 71.70% |
| Mistral Large | 80.15% | Feb 26, 24 | 32k | – | 98.67% | 82.02% | 88.64% | 73.04% | 76.31% | 95.14% | 49.87% | 77.50% |
| Qwen3 235B A22B Instruct 2507 | 80.10% | Jul 21, 25 | 262.1k | – | 99.23% | 84.81% | 60.83% | 83.15% | 85.82% | 91.75% | 65.42% | 69.82% |
| Writer: Palmyra X5 | 79.57% | Jan 26, 26 | 1m | – | 99.34% | 83.95% | 56.58% | 79.71% | 86.57% | 91.20% | 67.19% | 72.04% |
| Inception Mercury | 79.50% | Jun 25, 25 | 128k | – | 97.98% | 69.99% | 80.37% | 87.38% | 85.96% | 79.53% | 39.68% | 95.08% |
| GPT-5.4 Nano (Reasoning, Low) | 79.48% | Mar 17, 26 | 400k | ✓ | 89.75% | 80.93% | 81.87% | 91.42% | 78.93% | 82.23% | 31.65% | 99.03% |
| GPT-4o Mini (temp=1) | 79.08% | Jul 18, 24 | 128k | – | 99.26% | 74.37% | 77.50% | 82.16% | 80.28% | 85.78% | 56.50% | 76.78% |
| Mistral Small 3.2 24B | 78.58% | Jun 20, 25 | 131k | – | 99.89% | 71.87% | 72.77% | 73.17% | 81.71% | 89.48% | 64.08% | 75.64% |
| Gemma 3 12B | 78.41% | Mar 12, 25 | 128k | – | 97.69% | 75.38% | 80.10% | 79.28% | 79.42% | 85.18% | 61.05% | 69.15% |
| Llama 3.1 70B | 78.40% | Jul 23, 24 | 128k | – | 88.59% | 72.78% | 80.18% | 81.03% | 79.31% | 92.10% | 63.45% | 69.78% |
| GPT-4o Mini (temp=0) | 78.29% | Jul 18, 24 | 128k | – | 98.54% | 73.10% | 75.00% | 81.43% | 81.26% | 84.62% | 58.84% | 73.56% |
| Gemma 3 27B | 77.85% | Mar 12, 25 | 128k | – | 99.88% | 78.79% | 77.21% | 76.82% | 86.74% | 86.63% | 47.98% | 68.74% |
| Mistral Medium 3.1 | 77.83% | Aug 13, 25 | 131k | – | 97.50% | 81.70% | 49.50% | 80.13% | 89.32% | 93.77% | 48.60% | 82.09% |
| Nemotron 3 Nano | 77.73% | Dec 14, 25 | 262k | – | 83.98% | 65.87% | 87.63% | 86.00% | 89.91% | 75.81% | 43.47% | 89.16% |
| Mistral Small 4 | 76.46% | Mar 16, 26 | 265k | – | 95.02% | 81.12% | 51.96% | 78.28% | 78.72% | 91.00% | 62.17% | 73.41% |
| Qwen 2.5 72B | 75.46% | Sep 19, 24 | 131.1k | – | 99.38% | 75.16% | 68.95% | 76.43% | 83.43% | 89.18% | 31.55% | 79.56% |
| Llama 3.1 Nemotron 70B | 74.70% | Oct 15, 24 | 128k | – | 95.74% | 71.71% | 46.80% | 88.31% | 82.19% | 87.26% | 50.62% | 74.99% |
| GPT-5.4 Nano | 74.40% | Mar 17, 26 | 400k | – | 90.22% | 80.50% | 80.82% | 78.57% | 75.66% | 79.22% | 20.94% | 89.29% |
| Arcee AI: Trinity Large (Preview) | 73.33% | Jan 27, 26 | 128k | – | 93.42% | 75.26% | 78.38% | 60.74% | 77.24% | 86.62% | 38.52% | 76.47% |
| ByteDance Seed 1.6 Flash | 73.27% | Dec 23, 25 | 256k | ✓ | 39.46% | 81.51% | 61.23% | 84.16% | 86.52% | 91.64% | 47.15% | 94.52% |
| Mistral Small Creative | 73.27% | Dec 16, 25 | 32k | – | 86.85% | 80.29% | 41.85% | 76.28% | 87.99% | 90.31% | 48.15% | 74.46% |
| Hermes 3 70B | 72.57% | Aug 15, 24 | 128k | – | 97.86% | 77.41% | 81.66% | 61.15% | 79.08% | 63.34% | 53.00% | 67.03% |
| Ministral 3 14B | 72.54% | Dec 2, 25 | 262k | – | 91.91% | 79.11% | 30.00% | 79.03% | 83.24% | 86.20% | 50.83% | 79.99% |
| GPT-4.1 Nano | 71.94% | Apr 14, 25 | 1m | – | 81.37% | 71.81% | 78.95% | 68.45% | 70.24% | 76.06% | 40.88% | 87.73% |
| Ministral 3 8B | 71.76% | Dec 2, 25 | 262k | – | 99.42% | 77.26% | 48.96% | 74.43% | 71.64% | 78.52% | 31.34% | 92.52% |
| Claude 3 Haiku | 71.19% | Mar 13, 24 | 200k | – | 99.47% | 74.53% | 72.76% | 68.47% | 77.94% | 64.36% | 51.15% | 60.81% |
| WizardLM 2 8x22b | 71.06% | Apr 15, 24 | 65k | – | 90.27% | 79.06% | 78.05% | 67.14% | 67.36% | 88.13% | 28.27% | 70.19% |
| Arcee AI: Trinity Mini | 70.90% | Dec 1, 25 | 128k | ✓ | 97.16% | 74.01% | 70.59% | 59.94% | 76.94% | 73.88% | 23.57% | 91.12% |
| Cohere Command R+ (Aug. 2024) | 69.03% | Aug 31, 24 | 128k | – | 91.84% | 77.70% | 66.58% | 59.51% | 65.10% | 68.40% | 58.70% | 64.40% |
| Gemma 3 4B | 68.57% | Mar 12, 25 | 128k | – | 97.88% | 72.10% | 72.28% | 60.30% | 73.64% | 78.38% | 26.37% | 67.60% |
| Ministral 3 3B | 67.22% | Dec 2, 25 | 131k | – | 93.79% | 75.45% | 68.10% | 72.38% | 71.88% | 69.80% | 15.87% | 70.45% |
| Mistral NeMO | 65.04% | Jul 18, 24 | 128k | – | 83.21% | 76.72% | 80.80% | 51.55% | 57.59% | 73.69% | 34.11% | 62.63% |
| Ministral 8B | 64.87% | Oct 16, 24 | 128k | – | 85.58% | 76.87% | 53.91% | 46.82% | 73.78% | 77.52% | 15.27% | 89.19% |
| Llama 3.1 8B | 63.35% | Jul 23, 24 | 128k | – | 69.49% | 76.54% | 64.06% | 74.82% | 69.12% | 75.45% | 34.03% | 43.27% |
| Ministral 3B | 61.29% | Oct 16, 24 | 128k | – | 87.64% | 75.49% | 42.25% | 49.17% | 69.70% | 70.91% | 24.45% | 70.75% |
| LFM2 24B | 58.77% | Feb 25, 26 | 32k | – | 16.85% | 78.10% | 64.64% | 69.48% | 54.88% | 71.56% | 24.12% | 90.53% |
| Rocinante 12B | 54.54% | Sep 30, 24 | 32k | – | 38.30% | 81.94% | 63.45% | 48.47% | 54.31% | 56.31% | 41.51% | 52.07% |
Model Performance
Cost vs Performance
Compares total benchmark cost against overall score. Quadrant lines are drawn at the median values. Only models with available cost data are shown.
6 low-scoring outliers hidden: Mistral NeMO (65.0%), Ministral 8B (64.9%), Llama 3.1 8B (63.3%), Ministral 3B (61.3%), LFM2 24B (58.8%), Rocinante 12B (54.5%).
Cost Breakdown
Total benchmark cost per model, broken down by input, reasoning, and output tokens. Toggle between USD and token views. Only models with available cost data are shown.