Leaderboard
On-device LLM performance rankings powered by Glicko-2
POCO M4 Pro
AndroidRank
#258
Rating
1,054
±31 RD
Win Rate
6.7%
Conservative Rating
992
TG Rating
1,054
PP Rating
1,050
Matches
284
Record
19W – 265L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| Llama-3.2-1B-Instruct-Q5_K_M | 9.05 | 19.96 | 9.05 | 19.96 | 1 |
| SmolLM2-1.7B-Instruct-Q8_0 | 4.93 | 14.72 | 4.96 | 14.90 | 2 |
| Gemmasutra-Mini-2B-v1-Q6_K | 3.14 | 6.96 | 3.14 | 6.96 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-Q5_K_M | 2.85 | 13.99 | 2.90 | 15.43 | 2 |
| Phi-3.5-mini-instruct.Q4_K_M | 1.28 | 4.27 | 1.28 | 4.27 | 1 |
Head-to-Head Record
1–50 of 84 rows
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