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Tests whether models can identify ableist language, explain why it's problematic, and suggest alternatives. Covers explicit ableist terms, outdated terminology, and contested metaphorical usage.
Note on complexity: Some terms are clearly rejected ("wheelchair-bound"), others are debated ("blind spot"). Tests whether models can navigate this nuance.
Average key point coverage extent for each model across all prompts.
| Prompts vs. Models | Claude 3.7 Sonnet | Claude 3.5 Haiku | Claude Haiku 4.5 | Claude Opus 4.1 | Claude Opus 4.5 | Claude Sonnet 4 | Claude Sonnet 4.5 | Deepseek Chat V3.1 | Deepseek R1 | Gemini 2.5 Flash | Gemini 2.5 Pro | Gemini 3 Pro Preview | Gemma 3 12b It | Gemma 3n E4b It | Llama 3 70b Instruct | Llama 4 Maverick | Meta Llama 3.1 405b Instruct Turbo | Mistral Large 2411 | Mistral Medium 3 | Mistral Nemo | GPT 4.1 | GPT 4.1 Mini | GPT 4.1 Nano | GPT 4o | GPT 4o Mini | GPT 5 | GPT 5.2 | GPT OSS 120b | GPT OSS 20b | O4 Mini | GLM 4.5 | Qwen3 30b A3B Instruct 2507 | Qwen3 32b | Apertus V1.5 70b | Grok 3 | Grok 4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Score | 16th 88.8% | 34th 79.2% | 13th 89.4% | 9th 91.0% | 2nd 93.9% | 14th 89.1% | 21st 88.3% | 10th 90.9% | 6th 92.1% | 25th 86.9% | 20th 88.4% | 1st 96.2% | 3rd 93.3% | 29th 83.4% | 15th 89.1% | 31st 82.0% | 17th 88.7% | 32nd 80.8% | 24th 87.0% | 36th 72.8% | 4th 93.1% | 30th 82.6% | 35th 77.1% | 28th 84.9% | 33rd 79.5% | 7th 91.4% | 19th 88.6% | 5th 92.1% | 23rd 87.4% | 18th 88.7% | 8th 91.4% | 26th 86.9% | 27th 85.5% | 12th 90.3% | 22nd 87.8% | 11th 90.5% | |
| 91.2% | 87% | 78% | 83% | 89% | 97% | 87% | 67% | 98% | 92% | 60% | 96% | 100% | 99% | 92% | 95% | 94% | 92% | 97% | 95% | 100% | 86% | 97% | 92% | 86% | 94% | 99% | 98% | 90% | 97% | 88% | 96% | 96% | 99% | 93% | 93% | ||
| 83.3% | 100% | 100% | 85% | 100% | 100% | 100% | 89% | 75% | 62% | 99% | 40% | 99% | 83% | 55% | 94% | 89% | 99% | 54% | 53% | 32% | 100% | 94% | 100% | 96% | 76% | 99% | 97% | 99% | 80% | 88% | 77% | 92% | 36% | 72% | 99% | 92% | |
| 86.9% | 96% | 52% | 98% | 97% | 88% | 90% | 98% | 100% | 100% | 100% | 100% | 100% | 98% | 98% | 78% | 53% | 79% | 83% | 94% | 78% | 95% | 67% | 23% | 84% | 57% | 96% | 98% | 95% | 83% | 100% | 98% | 88% | 82% | 99% | 90% | 97% | |
| 97.2% | 100% | 89% | 99% | 100% | 98% | 98% | 100% | 98% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 95% | 100% | 87% | 100% | 91% | 100% | 98% | 76% | 96% | 85% | 98% | 100% | 100% | 100% | 98% | 100% | 98% | 100% | 100% | 100% | 96% | |
| 99.5% | 100% | 93% | 100% | 98% | 100% | 96% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 98% | 100% | 100% | 100% | 100% | 98% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | |
| 52.9% | 46% | 39% | 46% | 43% | 68% | 55% | 53% | 68% | 67% | 33% | 66% | 67% | 56% | 42% | 43% | 41% | 76% | 45% | 48% | 37% | 62% | 44% | 41% | 37% | 39% | 81% | 45% | 71% | 68% | 77% | 53% | 46% | 63% | 50% | 38% | 57% | |
| 87.1% | 78% | 70% | 95% | 80% | 88% | 86% | 84% | 91% | 96% | 91% | 90% | 89% | 92% | 82% | 88% | 79% | 80% | 85% | 93% | 84% | 94% | 86% | 72% | 80% | 82% | 93% | 93% | 95% | 95% | 88% | 94% | 89% | 85% | 100% | 90% | 84% | |
| 86.9% | 89% | 80% | 82% | 92% | 100% | 90% | 98% | 100% | 100% | 92% | 94% | 100% | 96% | 80% | 64% | 81% | 72% | 94% | 19% | 98% | 77% | 74% | 78% | 83% | 93% | 91% | 97% | 91% | 70% | 100% | 91% | 94% | 95% | 94% | 96% | ||
| 65.0% | 70% | 59% | 86% | 96% | 89% | 73% | 71% | 61% | 89% | 69% | 76% | 100% | 96% | 56% | 70% | 56% | 56% | 65% | 38% | 69% | 41% | 47% | 57% | 49% | 44% | 41% | 56% | 44% | 48% | 87% | 44% | 77% | 71% | 51% | 76% | ||
| 99.8% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 98% | 100% | 100% | 100% | 99% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 98% | 100% | 100% | 98% |