Leaderboard
On-device LLM performance rankings powered by Glicko-2
Xiaomi Pad 7
AndroidRank
#99
Rating
1,641
±19 RD
Win Rate
63.6%
Conservative Rating
1,603
TG Rating
1,647
PP Rating
1,654
Matches
737
Record
469W – 268L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| gemma-3-4b-it.Q4_K_M | 7.85 | 14.30 | 7.85 | 14.30 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 7.62 | 14.23 | 7.62 | 14.23 | 1 |
| HY-MT1.5-1.8B-Q8_0 | 7.16 | 47.47 | 7.16 | 47.47 | 1 |
| Gemmasutra-Mini-2B-v1-Q6_K | 7.10 | 20.23 | 7.10 | 20.23 | 1 |
| Llama-3.2-3B-Instruct-uncensored-Q8_0 | 6.97 | 26.78 | 6.97 | 26.78 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 6.80 | 27.00 | 6.80 | 27.00 | 1 |
| gemma-3-4B-it-QAT-Q4_0 | 6.79 | 26.27 | 6.79 | 26.27 | 1 |
| gemma-2-2b-it-Q6_K | 6.37 | 19.06 | 7.86 | 21.17 | 2 |
| Mistral-7B-Instruct-v0.3.Q4_K_M | 5.26 | 8.20 | 5.26 | 8.20 | 1 |
Head-to-Head Record
1–50 of 198 rows
1 / 4
Performance by App Version
ImprovedRegressed