Leaderboard
On-device LLM performance rankings powered by Glicko-2
Galaxy S21+ 5G
AndroidRank
#117
Rating
1,567
±23 RD
Win Rate
56.5%
Conservative Rating
1,521
TG Rating
1,582
PP Rating
1,402
Matches
499
Record
282W – 217L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| gemma-3-270m-it-qat-Q4_0 | 24.27 | 252.95 | 24.27 | 252.95 | 1 |
| smollm2-360m-instruct-q8_0 | 21.03 | 91.87 | 21.03 | 91.87 | 1 |
| llama-3.2-1b-instruct-q8_0 | 9.82 | 40.28 | 9.82 | 40.28 | 1 |
| Merge-Gemma-2b-it-with-a-Fine-Tuned-one-for-Arabic.Q2_K | 8.97 | 18.47 | 8.97 | 18.47 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 6.28 | 10.18 | 6.28 | 10.18 | 1 |
| Gemmasutra-Mini-2B-v1-Q6_K | 6.00 | 11.88 | 6.00 | 11.88 | 1 |
| Qwen3.5-0.8B.Q4_K_M | 4.06 | 36.44 | 4.06 | 36.44 | 1 |
Head-to-Head Record
1–50 of 131 rows
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