Beyond Binary: leaderboard
Metric: NDCG@All (self-reported). Source: benchmarklist.com. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 | 84.52 |
| 2 | GPT-4o | 80.68 |
| 3 | Claude Sonnet 4 | 76.75 |
| 4 | Gemini 3 Pro | 72.62 |
| 5 | uitars-1.5-7B | 56.78 |
| 6 | Gemini 3 Flash | 55.5 |
Interactive version: theaggregate.ai/benchmark?slug=beyond-binary · How It Works · Data refreshed daily, snapshot 2026-09-05.