Leaderboard
On-device LLM performance rankings powered by Glicko-2
Xiaomi Pad 6
AndroidRank
#147
Rating
1,459
±16 RD
Win Rate
46.0%
Conservative Rating
1,428
TG Rating
1,477
PP Rating
1,326
Matches
1,101
Record
507W – 594L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| llama-3.2-1b-instruct-q8_0 | 12.17 | 38.78 | 12.22 | 39.34 | 2 |
| qwen1_5-1_8b-chat-q3_k_m | 11.76 | 23.05 | 11.76 | 23.05 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-Q5_K_M | 9.95 | 22.26 | 9.95 | 22.26 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-Q8_0 | 9.15 | 25.17 | 9.15 | 25.17 | 1 |
| qwen2.5-1.5b-instruct-q8_0 | 8.31 | 25.37 | 8.86 | 25.73 | 3 |
| DeepSeek-R1-Distill-Qwen-1.5B-IQ2_M | 7.28 | 11.97 | 7.28 | 11.97 | 1 |
| gemma-2-2b-it-Q6_K | 5.44 | 13.12 | 5.44 | 13.12 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 5.43 | 9.83 | 5.43 | 9.83 | 1 |
| DeepSeek-R1-Distill-Qwen-7B-Q3_K_M | 2.98 | 4.99 | 2.98 | 4.99 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 2.43 | 8.90 | 4.60 | 9.58 | 2 |
| Gemmasutra-Mini-2B-v1-Q6_K | 2.24 | 9.50 | 3.20 | 13.73 | 3 |
Head-to-Head Record
1–50 of 276 rows
1 / 6
Performance by App Version
ImprovedRegressed