Leaderboard
On-device LLM performance rankings powered by Glicko-2
Galaxy S20+ 5G
AndroidRank
#157
Rating
1,467
±33 RD
Win Rate
46.8%
Conservative Rating
1,401
TG Rating
1,442
PP Rating
1,612
Matches
248
Record
116W – 132L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| SmolLM2-135M-Instruct-Q8_0 | 94.58 | 196.31 | 95.50 | 216.19 | 2 |
| dolphin3.0-llama3.2-1b-q8_0 | 14.98 | 38.34 | 15.05 | 41.77 | 2 |
| DeepSeek-R1-Distill-Qwen-1.5B-uncensored.IQ4_XS | 12.84 | 30.16 | 12.84 | 30.16 | 1 |
| gemma-2-2b-it-Q6_K | 4.26 | 18.03 | 4.82 | 22.37 | 2 |
| Phi-3.5-mini-instruct.Q4_K_M | 3.80 | 7.82 | 3.80 | 7.82 | 1 |
Head-to-Head Record
1–50 of 115 rows
1 / 3
Performance by App Version
ImprovedRegressed