Leaderboard
On-device LLM performance rankings powered by Glicko-2
Galaxy A53 5G
AndroidRank
#245
Rating
1,104
±25 RD
Win Rate
11.7%
Conservative Rating
1,054
TG Rating
1,106
PP Rating
1,116
Matches
428
Record
50W – 378L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| gemma-3-1b-it-Q8_0 | 5.30 | 34.81 | 5.30 | 34.81 | 1 |
| llama-3.2-1b-instruct-q8_0 | 5.29 | 30.73 | 6.21 | 33.94 | 2 |
| gemma-3-1b-it.Q2_K | 5.17 | 33.17 | 5.17 | 33.17 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 2.58 | 6.30 | 3.00 | 7.37 | 2 |
| gemma-2-2b-it-Q6_K | 2.53 | 6.28 | 2.53 | 6.28 | 1 |
| qwen2.5-3b-instruct-q5_k_m | 2.48 | 6.19 | 2.48 | 6.19 | 1 |
Head-to-Head Record
1–50 of 230 rows
1 / 5
Performance by App Version
ImprovedRegressed