Kaggle ECLeKTic - Transfer Score: leaderboard
Transfer score from Google's ECLeKTic on Kaggle: among questions a model answers correctly in their source language, the share it also answers correctly in another of the 12 languages (0-100, higher is better). The paper notes that weak models with few source-language successes can still score well, so read it alongside overall success.
Metric: Transfer Score (%). Source: www.kaggle.com. Saturation forecast: Estimated already saturated. 34 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | O3 | 75.94 | #132 |
| 2 | O1 | 72.2 | #190 |
| 3 | Gemini 2.5 Pro (Preview 06-05) | 71.13 | #118 |
| 4 | Gemini 2.5 Pro (Preview 05-06) | 69.96 | #156 |
| 5 | GPT-4.1 | 68.32 | #258 |
| 6 | O4 Mini | 67.23 | #185 |
| 7 | Grok 3 | 65.07 | #313 |
| 8 | Gemini 2.5 Flash (Preview 05-20) | 63.34 | #229 |
| 9 | GPT-4o (2024-08-06) | 60.65 | #343 |
| 10 | O3 Mini | 59.19 | #282 |
| 11 | Grok 2 (1212) | 57.75 | #502 |
| 12 | Grok 3 Mini | 57.23 | #289 |
| 13 | Gemini 2.0 Flash | 56.33 | #351 |
| 14 | Claude 3.7 Sonnet | 56.15 | #259 |
| 15 | Claude Opus 4 | 55.53 | #170 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=kaggle-eclektic-transfer-score · How It Works · Data refreshed daily, snapshot 2026-11-05.