Leaderboard
On-device LLM performance rankings powered by Glicko-2
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On-device LLM performance rankings powered by Glicko-2
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Rank
#37
Rating
1,869
±25 RD
Win Rate
85.7%
Conservative Rating
1,818
TG Rating
1,876
PP Rating
1,869
Matches
426
Record
365W – 61L
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| LFM2.5-VL-1.6B-Q4_0 | 69.48 | 472.11 | 69.48 | 472.11 | 1 |
| LFM2.5-VL-1.6B-Q8_0 | 45.41 | 207.79 | 45.41 | 207.79 | 1 |
| Qwen3-30B-A3B-Instruct-2507-IQ4_XS-4.41bpw | 15.02 | 31.61 | 15.02 | 31.61 | 1 |
| gemma-2-2b-it-Q6_K | 13.26 | 46.22 | 13.26 | 46.22 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 11.27 | 42.34 | 14.10 | 59.13 | 3 |
| gemma-3-12b-it-q4_0 | 4.58 | 30.05 | 4.58 | 30.05 | 1 |
1–50 of 114 rows