Immigration Bench - Intake Checks
Professional Work · 2026-10-28
Vals' Intake Checks panel of Immigration Bench, apparently the rubric items asking the model to confirm facts about the person's situation (the page's payload counts intake checks per question by persona; international-student questions have none). 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 | 58.9 |
| Claude Opus 5.5 | 49.7 |
| Muse Wonder Full | 48.3 |
| Claude Haiku 5.5 | 47.7 |
| Claude Sonnet 5.5 | 47.7 |
| GLM-5.3 | 47.7 |
| Muse Wonder | 47.7 |
| MiMo-V2.6-Pro | 45.6 |
| Gemini 4 Argon | 45.0 |
| DeepSeek V4 Pro 0813 | 43.5 |
| Kimi K3 | 43.0 |
| Muse Spark 1.3 | 43.0 |
| GPT-6 Astra | 42.3 |
| Grok 4.7 | 41.6 |
| Gemini 3.8 Flash | 40.9 |
| Grok 4.6 | 40.3 |
| DeepSeek V4.1 Flash | 39.6 |
| GPT-6.1 Sol | 39.6 |
| Mistral Large 4 Preview | 39.6 |
| GPT-6 Luna | 38.9 |
| Muse Spark 1.2 | 38.9 |
| MiniMax M3 | 36.9 |
| Gemini 3.5 Flash-Lite | 31.5 |