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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 Covers explicit ableist terms, outdated terminology, and contested metaphorical usage.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.
Sources:
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 | Grok 3 | Grok 4 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Score | 19th 87.6% | 31st 80.7% | 14th 88.5% | 6th 91.0% | 2nd 93.0% | 12th 88.9% | 15th 88.0% | 3rd 92.5% | 11th 90.3% | 21st 87.3% | 20th 87.3% | 1st 96.1% | 5th 91.8% | 27th 84.0% | 29th 83.0% | 28th 83.0% | 16th 87.9% | 32nd 78.5% | 24th 85.7% | 35th 71.5% | 9th 91.0% | 30th 81.6% | 34th 77.2% | 26th 84.2% | 33rd 77.9% | 6th 91.0% | 17th 87.7% | 8th 91.0% | 23rd 86.8% | 18th 87.7% | 4th 92.3% | 13th 88.8% | 25th 85.4% | 22nd 87.1% | 10th 90.5% | |
| 90.4% | 82% | 85% | 82% | 85% | 96% | 86% | 66% | 100% | 92% | 62% | 87% | 99% | 99% | 95% | 92% | 90% | 91% | 97% | 94% | 96% | 80% | 92% | 95% | 87% | 96% | 97% | 100% | 94% | 94% | 91% | 99% | 94% | 97% | 88% | ||
| 83.2% | 99% | 98% | 84% | 100% | 100% | 100% | 94% | 83% | 59% | 99% | 41% | 100% | 81% | 55% | 97% | 87% | 96% | 51% | 52% | 33% | 97% | 91% | 100% | 97% | 77% | 100% | 96% | 97% | 74% | 82% | 75% | 94% | 39% | 98% | 92% | |
| 85.6% | 96% | 52% | 96% | 98% | 91% | 92% | 100% | 100% | 98% | 98% | 100% | 100% | 94% | 96% | 57% | 79% | 76% | 98% | 72% | 89% | 58% | 20% | 83% | 50% | 93% | 98% | 91% | 85% | 100% | 100% | 95% | 70% | 92% | 98% | ||
| 96.9% | 98% | 92% | 98% | 100% | 96% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 93% | 100% | 86% | 100% | 91% | 100% | 100% | 76% | 100% | 78% | 98% | 95% | 98% | 100% | 100% | 100% | 100% | 98% | 100% | 100% | ||
| 99.7% | 100% | 99% | 100% | 96% | 100% | 98% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 98% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 98% | ||
| 52.8% | 46% | 41% | 52% | 44% | 69% | 57% | 53% | 67% | 68% | 34% | 65% | 67% | 56% | 39% | 43% | 45% | 75% | 40% | 46% | 38% | 60% | 45% | 40% | 36% | 39% | 73% | 45% | 69% | 68% | 77% | 53% | 48% | 64% | 37% | 57% | |
| 84.9% | 83% | 69% | 87% | 84% | 78% | 80% | 79% | 95% | 92% | 90% | 89% | 90% | 85% | 84% | 74% | 78% | 75% | 88% | 79% | 88% | 82% | 75% | 76% | 78% | 92% | 91% | 96% | 93% | 90% | 96% | 91% | 90% | 89% | 88% | ||
| 86.8% | 89% | 77% | 84% | 96% | 100% | 91% | 99% | 98% | 100% | 94% | 97% | 100% | 96% | 83% | 65% | 78% | 68% | 96% | 14% | 98% | 80% | 76% | 77% | 85% | 93% | 91% | 96% | 92% | 66% | 100% | 91% | 95% | 94% | 96% | ||
| 63.3% | 60% | 59% | 82% | 95% | 88% | 66% | 65% | 71% | 76% | 71% | 70% | 98% | 96% | 61% | 84% | 59% | 57% | 52% | 38% | 64% | 43% | 53% | 48% | 42% | 49% | 41% | 48% | 45% | 44% | 94% | 49% | 77% | 39% | 73% | ||
| 99.6% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 99% | 100% | 100% | 100% | 100% | 98% | 98% | 96% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 100% | 96% | 100% | 100% | 100% | 100% | 100% | 100% |