Leaderboard
On-device LLM performance rankings powered by Glicko-2
Galaxy Tab S9
AndroidRank
#84
Rating
1,702
±18 RD
Win Rate
69.5%
Conservative Rating
1,666
TG Rating
1,716
PP Rating
1,578
Matches
807
Record
561W – 246L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| qwen2.5-3b-instruct-q5_k_m | 9.34 | 14.73 | 9.34 | 14.73 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 9.24 | 15.28 | 9.24 | 15.28 | 1 |
| gemma-2-2b-it-Q6_K | 8.97 | 20.05 | 8.97 | 20.05 | 1 |
| gemma-3-4b-it-Q3_K_M | 8.85 | 14.40 | 8.85 | 14.40 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 8.21 | 14.76 | 8.21 | 14.76 | 1 |
| Llama-3.2-1B-Instruct-IQ4_NL | 6.91 | 46.28 | 6.91 | 46.28 | 1 |
| DeepSeek-R1-Distill-Qwen-7B-Q4_K_M | 6.55 | 10.49 | 6.55 | 10.49 | 1 |
| medgemma-4b-it-Q8_0 | 5.92 | 16.67 | 5.92 | 16.67 | 1 |
Head-to-Head Record
1–50 of 222 rows
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