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Challenge rankings
Leaderboard
Rankings are ordered by score, so lower is better. If two teams tie on score, the faster tokenizer wins.
Current standings
Check out how this is evaluated here.
Updated 18 Oct 2026, 05:56 UTC
| Rank | Team | Score ↓ | Fertility | <UNK> rate | Speed | Vocabulary | Submission |
|---|---|---|---|---|---|---|---|
| 1 | Malagasy | 1.8802 | 1.880 | 0.00% | 7.63M chars/s | 10,000 | Malagasy |
| 2 | Dekel DataSphere | 1.8922 | 1.892 | 0.00% | 6.57M chars/s | 10,000 | Dekel_datasphere |
| 3 | ethio-rica | 1.9271 | 1.927 | 0.00% | 6.54M chars/s | 10,000 | ethio-rica |
| 4 | Maick Dane Nkou | 1.9275 | 1.927 | 0.00% | 7.49M chars/s | 10,000 | maick-dane-nkou |
| 5 | mk_team | 1.9337 | 1.934 | 0.00% | 6.56M chars/s | 10,000 | mk_team |
| 6 | epic | 2.1676 | 2.095 | 0.06% | 7.86M chars/s | 10,000 | epic |