Leaderboard
On-device LLM performance rankings powered by Glicko-2
Redmi Note 10 Pro
AndroidRank
#234
Rating
1,140
±18 RD
Win Rate
15.2%
Conservative Rating
1,103
TG Rating
1,156
PP Rating
1,099
Matches
822
Record
125W – 697L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| Qwen3-0.6B-Q4_K_M | 12.04 | 34.82 | 12.04 | 34.82 | 1 |
| tinyllama-1.1b-chat-v1.0.Q4_K_M | 8.41 | 21.19 | 8.41 | 21.19 | 1 |
| Qwen3-1.7B-Q4_K_M | 5.98 | 14.52 | 5.98 | 14.52 | 1 |
| llama-3.2-1b-instruct-q8_0 | 5.53 | 21.85 | 5.95 | 22.22 | 3 |
| PowerInfer.SmallThinker-3B-Preview.Q8_0 | 4.66 | 13.32 | 4.66 | 13.32 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 3.01 | 5.55 | 3.27 | 5.82 | 2 |
| gemma-2-2b-it-Q6_K | 2.98 | 7.41 | 2.98 | 7.41 | 1 |
| qwen1_5-4b-chat-q4_k_m | 2.60 | 5.27 | 2.60 | 5.27 | 1 |
| TinyLlama-1.1B-intermediate-step-1431k-3T-code_contests_v0.15.IQ3_M | 2.25 | 6.22 | 2.25 | 6.22 | 1 |
| qwen2.5-3b-instruct-q5_k_m | 0.90 | 5.86 | 0.90 | 5.86 | 1 |
Head-to-Head Record
1–50 of 221 rows
1 / 5
Performance by App Version
ImprovedRegressed