Leaderboard
On-device LLM performance rankings powered by Glicko-2
POCO Pad
AndroidRank
#170
Rating
1,388
±15 RD
Win Rate
39.2%
Conservative Rating
1,358
TG Rating
1,389
PP Rating
1,370
Matches
1,199
Record
470W – 729L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| llama-3.2-1b-instruct-q8_0 | 8.35 | 39.09 | 8.35 | 39.09 | 1 |
| SmolLM2-1.7B-Instruct-Q8_0 | 5.94 | 23.67 | 5.94 | 23.67 | 1 |
| Phi-3.5-mini-instruct.Q3_K_L | 4.93 | 8.89 | 4.93 | 8.89 | 1 |
| qwen2.5-1.5b-instruct-q8_0 | 4.93 | 26.06 | 5.98 | 28.55 | 2 |
| qwen2.5-3b-instruct-q5_k_m | 4.82 | 11.66 | 4.82 | 11.66 | 1 |
| gemma-2-2b-it-Q6_K | 4.58 | 13.43 | 4.58 | 13.43 | 1 |
| EXAONE-3.5-2.4B-Instruct-Q8_0 | 4.50 | 16.83 | 4.50 | 16.83 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 4.19 | 9.91 | 4.19 | 9.91 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 3.89 | 9.42 | 3.89 | 9.42 | 1 |
| gemma-2-9b-it.Q2_K | 2.46 | 3.70 | 2.46 | 3.70 | 1 |
Head-to-Head Record
1–50 of 297 rows
1 / 6
Performance by App Version
ImprovedRegressed