Leaderboard
On-device LLM performance rankings powered by Glicko-2
Galaxy Tab S10 Ultra
AndroidRank
#89
Rating
1,673
±18 RD
Win Rate
66.7%
Conservative Rating
1,637
TG Rating
1,651
PP Rating
1,756
Matches
855
Record
570W – 285L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| SmolLM2-1.7B-Instruct-Q8_0 | 17.63 | 111.46 | 17.63 | 111.46 | 1 |
| gemma-2-2b-it-Q6_K | 11.77 | 22.68 | 11.80 | 23.31 | 2 |
| Phi-3.5-mini-instruct.Q4_K_M | 10.18 | 24.62 | 10.18 | 24.62 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 9.89 | 24.19 | 9.89 | 24.19 | 1 |
| qwen2.5-3b-instruct-q5_k_m | 3.50 | 19.19 | 3.50 | 19.19 | 1 |
Head-to-Head Record
1–50 of 233 rows
1 / 5
Performance by App Version
ImprovedRegressed