Leaderboard
On-device LLM performance rankings powered by Glicko-2
ZenFone 7 / 7 Pro (ZS670KS/ZS671KS)
AndroidRank
#161
Rating
1,422
±17 RD
Win Rate
42.5%
Conservative Rating
1,389
TG Rating
1,443
PP Rating
1,254
Matches
965
Record
410W – 555L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| tinygemma3-Q8_0 | 159.65 | 749.61 | 159.65 | 749.61 | 1 |
| SmolLM2-135M-Instruct-IQ3_M | 35.98 | 122.79 | 35.98 | 122.79 | 1 |
| smollm2-360m-instruct-q8_0 | 21.72 | 71.37 | 21.72 | 71.37 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-Q8_0 | 10.45 | 27.43 | 10.57 | 27.55 | 3 |
| DeepSeek-R1-Distill-Qwen-1.5B-IQ2_M | 8.28 | 12.67 | 8.28 | 12.67 | 1 |
| SmolLM2-1.7B-Instruct-Q8_0 | 7.54 | 19.31 | 7.54 | 19.31 | 1 |
| llama-3.2-1b-instruct-q8_0 | 6.96 | 20.26 | 6.96 | 20.26 | 1 |
| Llama-3.2-1B-Instruct-F16 | 6.03 | 9.45 | 6.03 | 9.45 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 5.59 | 9.39 | 5.59 | 9.39 | 1 |
| qwen2.5-3b-instruct-q5_k_m | 4.59 | 8.54 | 6.50 | 10.12 | 2 |
| gemma-2-2b-it-Q6_K | 4.28 | 11.12 | 4.28 | 11.12 | 1 |
| SmolLM2-1.7B-Instruct-f16 | 4.13 | 5.59 | 4.13 | 5.59 | 1 |
Head-to-Head Record
1–50 of 257 rows
1 / 6
Performance by App Version
ImprovedRegressed