Leaderboard
On-device LLM performance rankings powered by Glicko-2
ROG Phone 8 series
AndroidRank
#50
Rating
1,821
±29 RD
Win Rate
81.2%
Conservative Rating
1,764
TG Rating
1,862
PP Rating
1,705
Matches
329
Record
267W – 62L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| Llama-3.2-1B-Instruct-Uncensored.IQ4_XS | 33.78 | 60.34 | 33.78 | 60.34 | 1 |
| gemma-3-270m-it-F16 | 26.89 | 127.96 | 26.89 | 127.96 | 1 |
| Gemmasutra-Mini-2B-v1-Q6_K | 15.79 | 26.88 | 15.79 | 26.88 | 1 |
| gemma-2-2b-it-Q6_K | 14.21 | 38.02 | 15.54 | 40.86 | 3 |
| gemma-3-4b-it-Q4_K_M | 11.48 | 23.47 | 11.48 | 23.47 | 1 |
| Qwen3-30B-A3B-128K-UD-Q5_K_XL | 8.54 | 12.88 | 9.74 | 15.20 | 2 |
| VibeThinker-1.5B.f16 | 8.51 | 13.70 | 8.51 | 13.70 | 1 |
| gemma-3-12b-it-qat-Q4_0 | 4.78 | 14.10 | 4.78 | 14.10 | 1 |
| gemma-3-12b-it-Q3_K_L | 4.09 | 5.15 | 4.09 | 5.15 | 1 |
| gemma-3-12b-it.Q3_K_S | 3.78 | 5.16 | 3.78 | 5.16 | 1 |
| gemma-3-27b-it-Q4_K_S | 2.17 | 3.04 | 2.17 | 3.04 | 1 |
Head-to-Head Record
1–50 of 69 rows
1 / 2
Performance by App Version
ImprovedRegressed