Leaderboard
On-device LLM performance rankings powered by Glicko-2
Xiaomi 15 Pro
AndroidRank
#45
Rating
1,827
±26 RD
Win Rate
81.6%
Conservative Rating
1,775
TG Rating
1,847
PP Rating
1,764
Matches
397
Record
324W – 73L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| DeepSeek-R1-Distill-Qwen-1.5B-Q8_0 | 27.49 | 75.81 | 27.49 | 75.81 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-Q8_0 | 26.46 | 533.34 | 26.46 | 533.34 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-uncensored.Q8_0 | 25.16 | 109.42 | 25.16 | 109.42 | 1 |
| qwen2.5-1.5b-instruct-q8_0 | 24.27 | 90.73 | 24.27 | 90.73 | 1 |
| qwen2.5-3b-instruct-q5_k_m | 19.46 | 31.09 | 19.46 | 31.09 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-uncensored.f16 | 15.68 | 28.56 | 15.68 | 28.56 | 1 |
| SmolLM2-1.7B-Instruct-IQ3_M | 13.20 | 18.23 | 13.20 | 18.23 | 1 |
| Qwen3-4B.Q2_K | 11.65 | 16.52 | 11.65 | 16.52 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 10.82 | 16.84 | 10.82 | 16.84 | 1 |
| DeepSeek-R1-Distill-Qwen-7B-Q4_K_M | 9.63 | 14.95 | 10.37 | 16.69 | 2 |
| DeepSeek-R1-Distill-Llama-8B-Q4_K_M | 6.45 | 7.30 | 6.45 | 7.30 | 1 |
Head-to-Head Record
1–50 of 157 rows
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