Concept Synth INDUCTION Challenge64 Holdout v2
General QA · 2026-10-17
Post-selection diagnostic for direct Round-1 Challenge64 formulas against the holdout-complete v2 sidecar (challenge-holdouts-v2), which gives every task exactly five generated holdout worlds: train-correct responses verified correct on all five worlds, divided by all 64 tasks. V2 preserves all v1 worlds and adds seven under a frozen, model-blind completion policy with a variable-degree fallback sampler, so it is not an IID resample of v1. Only the three changed tasks were re-scored from stored responses; responses, selection and train scores are unchanged. Train-incorrect responses receive no credit. Holdout results are never used for prompting or response selection.
Top models (higher is better)
| Model | Score |
|---|---|
| GPT-6 Astra | 87.5 |
| GPT-6.1 Sol | 67.2 |
| Claude Opus 5.5 | 56.3 |
| Claude Sonnet 5.5 | 42.2 |
| GPT-6 Sol | 39.1 |
| Gemini 4 Argon | 39.1 |
| GPT-5.6 Sol | 31.3 |
| Claude Fable 5.1 | 31.3 |
| Claude Opus 5 | 28.1 |
| GPT-5.6 Terra | 26.6 |
| Claude Fable 5 | 25.0 |
| Grok 4.6 | 25.0 |
| Muse Spark 1.1 | 23.4 |
| Grok 4.7 | 20.3 |
| GPT-6 Luna | 20.3 |
| Grok 4 | 18.8 |
| GPT-5.4 | 15.6 |
| Gemini 3.7 Flash | 15.6 |
| DeepSeek V4.1 Flash 1017 | 14.1 |
| Grok 4.5 | 14.1 |
| Gemini 3.8 Flash | 14.1 |
| GPT-5.6 Luna | 12.5 |
| Muse Spark 1.2 | 12.5 |
| DeepSeek V4 Pro 0813 | 9.4 |
| Gemini 3.5 Flash | 9.4 |
| Grok 4.1 Fast | 9.4 |
| Mercury 3 | 7.8 |
| Kimi K3 | 7.8 |
| Opus 4.6 | 7.8 |
| DeepSeek V4.1 Flash | 6.3 |
| DeepSeek-V4-Pro | 6.3 |
| Gemini 3.6 Flash | 6.3 |
| Kimi K2.7 Code | 6.3 |
| Opus 4.8 | 6.3 |
| GPT-5.2 | 4.7 |
| Kimi K2.6 | 4.7 |
| Sonnet 5 | 4.7 |
| Grok 4.3 | 3.1 |
| Gemini 3 Pro Preview | 1.6 |
| Gemini 3.1 Pro Preview | 1.6 |