Leaderboard
On-device LLM performance rankings powered by Glicko-2
Galaxy A15
AndroidRank
#213
Rating
1,242
±20 RD
Win Rate
25.1%
Conservative Rating
1,202
TG Rating
1,267
PP Rating
1,170
Matches
690
Record
173W – 517L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| gemma-3-270m-it-Q4_K_M | 20.13 | 89.53 | 20.13 | 89.53 | 1 |
| Vintern-1B-v3_5-Q8_0 | 11.23 | 51.63 | 11.23 | 51.63 | 1 |
| LFM2-1.2B-Q8_0 | 7.50 | 21.12 | 7.50 | 21.12 | 1 |
| llama-3.2-1b-instruct-q8_0 | 7.23 | 27.23 | 7.59 | 28.41 | 4 |
| qwen1_5-1_8b-chat-q2_k | 6.41 | 14.33 | 6.41 | 14.33 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-IQ2_M | 5.66 | 8.77 | 5.66 | 8.77 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-Q8_0 | 5.57 | 19.41 | 5.57 | 19.41 | 1 |
| Phi-4-mini-instruct.Q4_K_S | 4.14 | 8.45 | 4.14 | 8.45 | 1 |
| Phi-4-mini-instruct.Q4_K_M | 3.60 | 7.34 | 3.60 | 7.34 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 3.43 | 5.81 | 3.43 | 5.81 | 1 |
| gemma-2-2b-it-Q6_K | 2.21 | 7.25 | 2.79 | 8.95 | 2 |
Head-to-Head Record
1–50 of 178 rows
1 / 4
Performance by App Version
ImprovedRegressed