IntentGrasp - Gem Set: leaderboard
Metric: Instance F1 (%) on the 470-item Gem Set, mean of four option-order runs (no shuffle and shuffle seeds 7, 42 and 365), zero-shot, API default settings; higher is better. Source: arxiv.org. Saturation forecast: Around August 2028. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash (Preview) | 24.67 |
| 2 | Gemini 3.1 Pro (Preview) | 21.51 |
| 3 | Claude Opus 4.7 | 16.55 |
| 4 | Gemini 3.1 Flash Lite (Preview) | 11.77 |
| 5 | GPT-5.4 | 11.71 |
| 6 | Claude Sonnet 4.6 | 10.91 |
| 7 | GPT-5.4 Nano | 8.68 |
| 8 | GPT-5.4 Mini | 7.08 |
| 9 | Claude Haiku 4.5 | 5.76 |
Interactive version: theaggregate.ai/benchmark?slug=intentgrasp-gem-set · How It Works · Data refreshed daily, snapshot 2026-10-07.