Kaggle Cipher Frontlines: leaderboard
Metric: Ciphers Solved (%). Source: www.kaggle.com. 39 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3 Flash (Preview) | 90.91 |
| 2 | Gemini 3.7 Flash | 90.91 |
| 3 | Gemini 2.5 Pro | 81.82 |
| 4 | Gemini 3.1 Pro (Preview) | 81.82 |
| 5 | GPT-5.5 | 81.82 |
| 6 | GPT-6 | 81.82 |
| 7 | Gemini 3.8 Flash | 81.82 |
| 8 | GLM-5 | 72.73 |
| 9 | GPT-5.6 Luna | 72.73 |
| 10 | GPT-5.6 Terra | 72.73 |
| 11 | Claude Opus 4.6 | 63.64 |
| 12 | DeepSeek V3.1 | 63.64 |
| 13 | DeepSeek R1 0528 | 63.64 |
| 14 | Claude Opus 4.8 | 54.55 |
| 15 | Claude Opus 5 | 54.55 |
Interactive version: theaggregate.ai/benchmark?slug=kaggle-cipher-frontlines · How It Works · Data refreshed daily, snapshot 2026-09-19.