Immigration Bench - Content Checks
Professional Work · 2026-10-28
Vals' Content Checks panel of Immigration Bench, apparently the rubric items other than intake checks. The page does not define the panel or its denominator, and its standard errors are zero placeholders. Diagnostic only.
Top models (higher is better)
| Model | Score |
|---|---|
| Claude Fable 5.1 | 73.2 |
| Claude Opus 5.5 | 70.2 |
| Muse Wonder Full | 68.7 |
| Muse Wonder | 67.4 |
| Grok 4.7 | 66.7 |
| Claude Sonnet 5.5 | 66.2 |
| MiMo-V2.6-Pro | 65.7 |
| Kimi K3 | 65.6 |
| Gemini 4 Argon | 65.6 |
| GPT-6.1 Sol | 65.1 |
| GPT-6 Astra | 64.9 |
| GLM-5.3 | 64.5 |
| Muse Spark 1.2 | 64.3 |
| DeepSeek V4.1 Flash | 64.2 |
| Grok 4.6 | 63.3 |
| Muse Spark 1.3 | 62.3 |
| Gemini 3.8 Flash | 61.2 |
| GPT-6 Luna | 60.8 |
| Mistral Large 4 Preview | 60.2 |
| DeepSeek V4 Pro 0813 | 59.1 |
| Claude Haiku 5.5 | 57.6 |
| MiniMax M3 | 56.2 |
| Gemini 3.5 Flash-Lite | 51.7 |