Tooling
13 scenarios across 1 subcategory. 118 models scored.
Subcategories
| Subcategory | Avg Score | Best Model | Best Score |
|---|---|---|---|
| XML | 95.66% | Claude Opus 4.6 (Reasoning) | 100.00% |
Model Leaderboard
All models ranked by their Tooling category score.
| # | Model | Tooling | XML | Overall |
|---|---|---|---|---|
| 1 | Claude Opus 4.6 (Reasoning) | 100.00% | 100.00% | 95.02% |
| 2 | Claude Sonnet 4.6 (Reasoning) | 100.00% | 100.00% | 93.66% |
| 3 | GPT-5.4 (Reasoning) | 100.00% | 100.00% | 93.24% |
| 4 | Claude Opus 4.6 | 100.00% | 100.00% | 92.35% |
| 5 | GPT-5 | 100.00% | 100.00% | 91.93% |
| 6 | Qwen 3.5 122B | 100.00% | 100.00% | 91.53% |
| 7 | Grok 4.20 (Beta, Reasoning) | 100.00% | 100.00% | 91.49% |
| 8 | Z.AI GLM 5 | 100.00% | 100.00% | 91.23% |
| 9 | Claude Sonnet 4.6 | 100.00% | 100.00% | 91.15% |
| 10 | MoonshotAI: Kimi K2.5 | 100.00% | 100.00% | 91.04% |
| 11 | GPT-5.4 Mini (Reasoning) | 100.00% | 100.00% | 90.65% |
| 12 | Gemini 3 Flash (Preview, Reasoning) | 100.00% | 100.00% | 90.50% |
| 13 | o4 Mini High | 100.00% | 100.00% | 90.29% |
| 14 | GPT-5.2 | 100.00% | 100.00% | 90.26% |
| 15 | Claude Opus 4.5 | 100.00% | 100.00% | 89.69% |
| 16 | Grok 4.1 Fast | 100.00% | 100.00% | 89.55% |
| 17 | Claude Sonnet 4 | 100.00% | 100.00% | 88.72% |
| 18 | Z.AI GLM 4.7 | 100.00% | 100.00% | 88.69% |
| 19 | Gemini 2.5 Pro | 100.00% | 100.00% | 88.53% |
| 20 | o4 Mini | 100.00% | 100.00% | 88.35% |
| 21 | Claude Sonnet 4.5 | 100.00% | 100.00% | 88.03% |
| 22 | Claude Opus 4 | 100.00% | 100.00% | 87.69% |
| 23 | Gemini 2.5 Flash (Reasoning) | 100.00% | 100.00% | 86.51% |
| 24 | Stealth: Healer Alpha | 100.00% | 100.00% | 85.93% |
| 25 | GPT-5.4 Mini (Reasoning, Low) | 100.00% | 100.00% | 85.75% |
| 26 | Claude 3.5 Sonnet | 100.00% | 100.00% | 84.24% |
| 27 | Grok 4.20 (Beta) | 100.00% | 100.00% | 83.85% |
| 28 | DeepSeek V3 (2024-12-26) | 100.00% | 100.00% | 83.68% |
| 29 | Stealth: Hunter Alpha | 99.99% | 99.99% | 87.34% |
| 30 | Grok 4 | 99.99% | 99.99% | 88.12% |
| 31 | DeepSeek V3.2 | 99.99% | 99.99% | 82.25% |
| 32 | Z.AI GLM 4.6 | 99.99% | 99.99% | 89.11% |
| 33 | GPT-5 Mini | 99.99% | 99.99% | 92.62% |
| 34 | MiniMax M2.7 | 99.98% | 99.98% | 89.10% |
| 35 | Gemini 3.1 Flash Lite (Preview) | 99.98% | 99.98% | 85.87% |
| 36 | Gemini 3 Pro (Preview) | 99.98% | 99.98% | 88.79% |
| 37 | GPT-5.4 (Reasoning, Low) | 99.96% | 99.96% | 91.41% |
| 38 | Gemini 2.5 Flash | 99.96% | 99.96% | 80.60% |
| 39 | GPT-4o, Aug. 6th (temp=0) | 99.95% | 99.95% | 82.45% |
| 40 | ByteDance Seed 2.0 Lite | 99.91% | 99.91% | 84.80% |
| 41 | Gemini 3.1 Pro (Preview) | 99.90% | 99.90% | 94.37% |
| 42 | Z.AI GLM 4.5 | 99.89% | 99.89% | 86.27% |
| 43 | Mistral Small 3.2 24B | 99.89% | 99.89% | 78.60% |
| 44 | Gemma 3 27B | 99.88% | 99.88% | 77.85% |
| 45 | GPT-5.4 Mini | 99.86% | 99.86% | 82.43% |
| 46 | Hermes 3 405B | 99.78% | 99.78% | 82.86% |
| 47 | Mistral Large 2 | 99.78% | 99.78% | 82.41% |
| 48 | Qwen 3.5 397B A17B | 99.77% | 99.77% | 91.73% |
| 49 | DeepSeek-V2 Chat | 99.76% | 99.76% | 84.83% |
| 50 | Qwen 3.5 Plus (2026-02-15) | 99.74% | 99.74% | 85.96% |
| 51 | GPT-4o, Aug. 6th (temp=1) | 99.73% | 99.73% | 82.62% |
| 52 | Mistral Small 4 (Reasoning) | 99.73% | 99.73% | 82.39% |
| 53 | Stealth: Aurora Alpha | 99.69% | 99.69% | 83.79% |
| 54 | Claude 3.5 Haiku | 99.69% | 99.69% | 83.73% |
| 55 | GPT-4o, May 13th (temp=1) | 99.68% | 99.68% | 83.80% |
| 56 | Mistral Large 3 | 99.66% | 99.66% | 85.43% |
| 57 | Grok 4 Fast | 99.65% | 99.65% | 86.15% |
| 58 | ByteDance Seed 2.0 Mini | 99.64% | 99.64% | 86.91% |
| 59 | Gemini 2.5 Flash Lite (Reasoning) | 99.54% | 99.54% | 85.75% |
| 60 | Aion 2.0 | 99.53% | 99.53% | 89.21% |
| 61 | Claude 3 Haiku | 99.47% | 99.47% | 71.19% |
| 62 | Ministral 3 8B | 99.42% | 99.42% | 71.76% |
| 63 | Qwen 2.5 72B | 99.38% | 99.38% | 75.46% |
| 64 | Writer: Palmyra X5 | 99.34% | 99.34% | 79.57% |
| 65 | Claude 3.7 Sonnet | 99.32% | 99.32% | 83.39% |
| 66 | GPT-4o Mini (temp=1) | 99.26% | 99.26% | 79.08% |
| 67 | Qwen3 235B A22B Instruct 2507 | 99.23% | 99.23% | 80.10% |
| 68 | GPT-4o, May 13th (temp=0) | 99.22% | 99.22% | 85.36% |
| 69 | GPT-5 Nano | 99.21% | 99.21% | 82.60% |
| 70 | Claude Haiku 4.5 | 99.10% | 99.10% | 85.14% |
| 71 | Qwen 3.5 27B | 99.00% | 99.00% | 90.85% |
| 72 | GPT-4.1 | 98.86% | 98.86% | 88.68% |
| 73 | Mistral Large | 98.67% | 98.67% | 80.15% |
| 74 | GPT-4o Mini (temp=0) | 98.54% | 98.54% | 78.29% |
| 75 | GPT-5.1 | 98.00% | 98.00% | 92.54% |
| 76 | ByteDance Seed 1.6 | 98.00% | 98.00% | 90.70% |
| 77 | Inception Mercury 2 | 98.00% | 98.00% | 83.85% |
| 78 | Inception Mercury | 97.98% | 97.98% | 79.50% |
| 79 | DeepSeek V3.1 | 97.96% | 97.96% | 82.39% |
| 80 | MiniMax M2.5 | 97.93% | 97.93% | 88.71% |
| 81 | GPT-4.1 Mini | 97.92% | 97.92% | 83.20% |
| 82 | Gemma 3 4B | 97.88% | 97.88% | 68.57% |
| 83 | Hermes 3 70B | 97.86% | 97.86% | 72.57% |
| 84 | Gemma 3 12B | 97.69% | 97.69% | 78.41% |
| 85 | GPT-5.4 | 97.65% | 97.65% | 84.32% |
| 86 | Gemini 3 Flash (Preview) | 97.64% | 97.64% | 85.35% |
| 87 | Mistral Medium 3.1 | 97.50% | 97.50% | 77.83% |
| 88 | Qwen 3 32B | 97.43% | 97.43% | 82.21% |
| 89 | Arcee AI: Trinity Mini | 97.16% | 97.16% | 70.90% |
| 90 | Qwen 3.5 9B | 97.00% | 97.00% | 86.05% |
| 91 | Gemini 2.5 Flash Lite | 96.60% | 96.60% | 81.08% |
| 92 | Llama 3.1 Nemotron 70B | 95.74% | 95.74% | 74.70% |
| 93 | GPT-5.4 Nano (Reasoning) | 95.71% | 95.71% | 81.36% |
| 94 | Mistral Small 4 | 95.02% | 95.02% | 76.46% |
| 95 | Qwen 3.5 35B | 93.98% | 93.98% | 88.00% |
| 96 | Z.AI GLM 5 Turbo | 93.95% | 93.95% | 94.27% |
| 97 | Ministral 3 3B | 93.79% | 93.79% | 67.22% |
| 98 | Z.AI GLM 4.7 Flash | 93.74% | 93.74% | 84.82% |
| 99 | DeepSeek V3 (2025-03-24) | 93.53% | 93.53% | 81.99% |
| 100 | Nemotron 3 Super | 93.49% | 93.49% | 84.56% |
| 101 | Arcee AI: Trinity Large (Preview) | 93.42% | 93.42% | 73.33% |
| 102 | Ministral 3 14B | 91.91% | 91.91% | 72.54% |
| 103 | Cohere Command R+ (Aug. 2024) | 91.84% | 91.84% | 69.03% |
| 104 | WizardLM 2 8x22b | 90.27% | 90.27% | 71.07% |
| 105 | GPT-5.4 Nano | 90.22% | 90.22% | 74.40% |
| 106 | GPT-5.4 Nano (Reasoning, Low) | 89.75% | 89.75% | 79.48% |
| 107 | Llama 3.1 70B | 88.59% | 88.59% | 78.40% |
| 108 | Qwen 3.5 Flash | 87.87% | 87.87% | 86.38% |
| 109 | Ministral 3B | 87.64% | 87.64% | 61.29% |
| 110 | Mistral Small Creative | 86.85% | 86.85% | 73.27% |
| 111 | Ministral 8B | 85.58% | 85.58% | 64.87% |
| 112 | Nemotron 3 Nano | 83.98% | 83.98% | 77.73% |
| 113 | Mistral NeMO | 83.21% | 83.21% | 65.04% |
| 114 | GPT-4.1 Nano | 81.37% | 81.37% | 71.94% |
| 115 | Llama 3.1 8B | 69.49% | 69.49% | 63.37% |
| 116 | ByteDance Seed 1.6 Flash | 39.46% | 39.46% | 73.27% |
| 117 | Rocinante 12B | 38.30% | 38.30% | 54.55% |
| 118 | LFM2 24B | 16.85% | 16.85% | 58.77% |