Leaderboard
On-device LLM performance rankings powered by Glicko-2
Galaxy S25 Edge
AndroidRank
#33
Rating
1,883
±26 RD
Win Rate
87.0%
Conservative Rating
1,830
TG Rating
1,885
PP Rating
1,875
Matches
386
Record
336W – 50L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| qwen2.5-1.5b-instruct-q8_0 | 27.86 | 586.34 | 27.86 | 586.34 | 1 |
| SmolLM2-1.7B-Instruct-Q8_0 | 27.08 | 84.87 | 27.08 | 84.87 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 10.31 | 30.97 | 10.31 | 30.97 | 1 |
| Qwen3.5-9B-IQ4_XS | 2.67 | 6.33 | 2.67 | 6.33 | 1 |
Head-to-Head Record
1–50 of 94 rows
1 / 2