LogiQAte - Obfus Direction Sense: leaderboard
Direction-sense puzzles from LogiQAte (Borah et al., 2026) padded with detours that cancel out, so the final position is unchanged but the path is longer. Exact-match accuracy in percent, zero-shot at temperature 0; higher is better.
Metric: Exact-match accuracy (%; direction puzzles padded with self-cancelling detours, zero-shot, temperature 0). Source: arxiv.org. Saturation forecast: Around February 2027. 10 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | O4 Mini | 45 | #354 |
| 2 | GPT-5 | 44 | #163 |
| 3 | Gemini 2.5 Pro | 41 | #262 |
| 4 | QwQ-32B | 37 | #909 |
| 5 | Gemma 3 27B (IT) | 17 | #1306 |
| 6 | Claude 3.7 Sonnet | 17 | #455 |
| 7 | GPT-4o | 14 | #741 |
| 8 | Claude Haiku 4.5 | 10 | #568 |
| 9 | GPT-4o Mini | 5 | #1627 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=logiqate-obfus-direction-sense · How It Works · Data refreshed daily, snapshot 2026-11-12.