Leaderboard
On-device LLM performance rankings powered by Glicko-2
Pixel 10 Pro XL
AndroidRank
#87
Rating
1,681
±18 RD
Win Rate
67.5%
Conservative Rating
1,645
TG Rating
1,636
PP Rating
1,845
Matches
825
Record
557W – 268L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| gemma-3-270m-it-F16 | 30.63 | 167.77 | 36.27 | 176.22 | 6 |
| LFM2-8B-A1B-Q4_K_M | 21.77 | 83.72 | 21.77 | 83.72 | 1 |
| Qwen3.5-0.8B-Q4_K_M | 20.26 | 203.89 | 20.26 | 203.89 | 1 |
| Qwen3-1.7B-UD-IQ3_XXS | 9.67 | 17.23 | 9.67 | 17.23 | 1 |
| llama-3.2-1b-instruct-q8_0 | 9.51 | 119.57 | 11.18 | 120.17 | 2 |
| qwen2.5-3b-instruct-q5_k_m | 7.45 | 24.57 | 7.81 | 24.72 | 3 |
| LFM2.5-VL-1.6B-BF16 | 7.19 | 16.90 | 7.19 | 16.90 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 7.13 | 24.16 | 7.13 | 24.16 | 1 |
| gemma-3-1b-it-BF16 | 6.89 | 23.66 | 6.89 | 23.66 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 6.35 | 29.29 | 7.20 | 46.13 | 3 |
| Qwen3-4B-Instruct-2507-UD-IQ3_XXS | 6.15 | 9.41 | 6.15 | 9.41 | 1 |
| Qwen3.5-4B-Uncensored-HauhauCS-Aggressive-Q4_K_M | 3.93 | 41.67 | 3.93 | 41.67 | 1 |
| Qwen3.5-4B-Q4_0 | 3.66 | 44.59 | 3.66 | 44.59 | 1 |
| gpt-oss-20b-Q2_K | 2.33 | 12.98 | 2.33 | 12.98 | 1 |
| Qwen3.5-9B-Q3_K_S | 1.86 | 7.46 | 1.86 | 7.46 | 1 |
Head-to-Head Record
1–50 of 215 rows
1 / 5
Performance by App Version
ImprovedRegressed