Leaderboard
On-device LLM performance rankings powered by Glicko-2
Xiaomi 15S Pro
AndroidRank
#88
Rating
1,708
±32 RD
Win Rate
70.2%
Conservative Rating
1,643
TG Rating
1,692
PP Rating
1,847
Matches
258
Record
181W – 77L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| SmolLM2-1.7B-Instruct-Q8_0 | 13.27 | 97.03 | 13.27 | 97.03 | 1 |
| qwen2.5-3b-instruct-q5_k_m | 9.60 | 27.94 | 9.60 | 27.94 | 1 |
| gemma-3-4b-it-qat-Q4_K_M | 8.70 | 32.83 | 8.70 | 32.83 | 1 |
| DeepSeek-R1-0528-Qwen3-8B-IQ4_NL | 6.07 | 24.50 | 6.07 | 24.50 | 1 |
Head-to-Head Record
1–50 of 51 rows
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