HieroglyphBench — leaderboard
Metric: Sign accuracy (%). Source: boggs.tech. 19 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.5 Flash | 52.5 |
| 2 | Gemini 3 Flash (Preview) | 48.8 |
| 3 | Gemini 3.1 Pro (Preview) | 39.7 |
| 4 | GPT-5.6 Sol | 27.6 |
| 5 | Kimi K3 | 25.9 |
| 6 | Muse Spark 1.1 | 24.5 |
| 7 | Claude Fable 5 | 22.9 |
| 8 | GPT-5.5 | 22.8 |
| 9 | Grok 4.5 | 21.2 |
| 10 | GPT-5.6 Terra | 20.5 |
| 11 | Kimi K2.6 | 19.2 |
| 12 | Gemini 2.5 Pro | 18.8 |
| 13 | Grok 4.20 | 16.8 |
| 14 | GPT-5.4 Mini | 15.7 |
| 15 | Claude Opus 4.8 | 14 |
Interactive version: theaggregate.ai/benchmark?slug=hieroglyphbench · How the rankings work · Data refreshed daily, snapshot 2026-07-22.