HieroglyphBench: leaderboard
Metric: Sign accuracy (%). Source: boggs.tech. 23 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.7 Flash | 55 |
| 2 | Gemini 3.5 Flash | 52.5 |
| 3 | Gemini 3 Flash (Preview) | 48.8 |
| 4 | Gemini 3.1 Pro (Preview) | 39.7 |
| 5 | GPT-5.6 Sol | 27.6 |
| 6 | Kimi K3 | 25.9 |
| 7 | Muse Spark 1.1 | 24.5 |
| 8 | Claude Fable 5 | 22.9 |
| 9 | GPT-5.5 | 22.8 |
| 10 | Grok 4.5 | 21.2 |
| 11 | GPT-5.6 Terra | 20.5 |
| 12 | Grok 4.6 | 20.3 |
| 13 | Kimi K2.6 | 19.2 |
| 14 | Gemini 2.5 Pro | 18.8 |
| 15 | Grok 4.20 | 16.8 |
Interactive version: theaggregate.ai/benchmark?slug=hieroglyphbench · How It Works · Data refreshed daily, snapshot 2026-09-05.