Leaderboard
On-device LLM performance rankings powered by Glicko-2
Galaxy A55 5G
AndroidRank
#148
Rating
1,456
±15 RD
Win Rate
45.8%
Conservative Rating
1,427
TG Rating
1,468
PP Rating
1,426
Matches
1,254
Record
574W – 680L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| survival-uncensored-gemma-270m-v2.Q5_K_M | 42.46 | 173.61 | 42.46 | 173.61 | 1 |
| gemma-3-1b-it-q4_0_s | 14.30 | 124.96 | 14.30 | 124.96 | 1 |
| pygmalion-1.3b-Q2_K | 12.11 | 28.36 | 12.11 | 28.36 | 1 |
| sarashina2.1-1b-sft-IQ4_XS | 11.09 | 43.29 | 11.09 | 43.29 | 1 |
| gemma-3-1b-it.Q8_0 | 9.14 | 70.07 | 9.14 | 70.07 | 1 |
| llama-3.2-1b-instruct-q8_0 | 9.10 | 46.02 | 10.67 | 72.15 | 7 |
| SmolLM2-1.7B-Instruct.Q5_K_M | 8.42 | 20.86 | 8.42 | 20.86 | 1 |
| qwen2.5-1.5b-instruct-q8_0 | 7.57 | 32.46 | 7.57 | 32.46 | 1 |
| Gemmasutra-Mini-2B-v1-Q2_K | 6.75 | 16.76 | 6.75 | 16.76 | 1 |
| Gemmasutra-Mini-2B-v1-Q6_K | 5.07 | 14.47 | 5.07 | 14.47 | 1 |
| qwen2.5-3b-instruct-q5_k_m | 5.05 | 10.94 | 5.37 | 11.52 | 3 |
| gemma-3-4b-it-UD-Q4_K_XL | 4.72 | 13.73 | 4.72 | 13.73 | 1 |
| gemma-2-2b-it-Q6_K | 4.61 | 13.93 | 5.06 | 20.43 | 5 |
| Phi-3.5-mini-instruct.Q4_K_M | 4.31 | 11.73 | 4.73 | 16.11 | 3 |
| google_gemma-3-4b-it-IQ4_NL | 4.27 | 24.39 | 4.27 | 24.39 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 3.74 | 8.87 | 5.37 | 11.51 | 4 |
Head-to-Head Record
1–50 of 307 rows
1 / 7
Performance by App Version
ImprovedRegressed