Leaderboard
On-device LLM performance rankings powered by Glicko-2
moto g54 5G
AndroidRank
#205
Rating
1,280
±18 RD
Win Rate
28.8%
Conservative Rating
1,244
TG Rating
1,301
PP Rating
1,186
Matches
823
Record
237W – 586L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| tinygemma3-Q8_0 | 104.41 | 493.93 | 118.69 | 1062.19 | 7 |
| LFM2-350M-Q6_K | 18.24 | 48.41 | 23.16 | 54.79 | 5 |
| smollm-360m-instruct-add-basics-q8_0 | 16.86 | 65.64 | 16.86 | 65.64 | 1 |
| SmolLM2-135M-Instruct-F16 | 14.34 | 22.31 | 14.34 | 22.31 | 1 |
| FastThink-0.5B-Tiny.i1-Q6_K | 12.95 | 61.37 | 12.95 | 61.37 | 1 |
| LFM2-700M-Q6_K | 11.75 | 27.68 | 12.34 | 29.11 | 2 |
| LFM2-700M-Q6_K | 11.20 | 15.03 | 11.20 | 15.03 | 1 |
| Llama-3.2-1B-Instruct.Q4_K_M | 10.98 | 22.50 | 11.29 | 22.84 | 3 |
| SmolVLM-500M-Instruct-f16 | 10.43 | 23.33 | 10.43 | 23.33 | 1 |
| gemma-3-1b-it.Q4_K_S | 9.97 | 28.03 | 9.97 | 28.03 | 1 |
| granite-3.1-1b-a400m-instruct-Q6_K_L | 9.32 | 29.85 | 9.32 | 29.85 | 1 |
| granite-3.1-3b-a800m-instruct-Q4_K_M | 8.82 | 24.27 | 8.82 | 24.27 | 1 |
| LFM2-1.2B-UD-Q6_K_XL | 8.36 | 18.40 | 8.36 | 18.40 | 1 |
| granite-3.1-1b-a400m-instruct-bf16_q6_k | 8.11 | 13.34 | 8.28 | 13.48 | 2 |
| Qwen2-1.5B-Instruct.Q4_K_M | 7.69 | 22.19 | 7.69 | 22.19 | 1 |
| llama-3.2-1b-instruct-q8_0 | 7.33 | 28.66 | 7.33 | 28.66 | 1 |
| qwen2.5-1.5b-instruct-q8_0 | 5.73 | 21.38 | 5.73 | 21.38 | 1 |
| ibm-granite_granite-4.0-tiny-preview-Q4_K_M | 5.48 | 14.32 | 5.57 | 14.67 | 2 |
| stablelm-2-zephyr-1_6b-Q4_0 | 5.25 | 36.09 | 5.25 | 36.09 | 1 |
| gemma-3n-E2B-it-Q4_0 | 5.13 | 11.61 | 5.13 | 11.61 | 1 |
| SmolLM2-1.7B-Instruct-Q8_0 | 4.53 | 15.52 | 4.53 | 15.52 | 1 |
| Phi-3-mini-4k-instruct-Q4_K_M | 4.10 | 6.53 | 4.10 | 6.53 | 1 |
| Phi-4-mini-instruct-Q4_K_M | 3.94 | 7.75 | 3.94 | 7.75 | 1 |
| gemma-2-2b-it-Q6_K | 3.67 | 8.93 | 3.67 | 8.93 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 3.58 | 6.81 | 3.61 | 7.45 | 2 |
| Gemmasutra-Mini-2B-v1-Q6_K | 3.30 | 7.21 | 3.30 | 7.21 | 1 |
| gemma-3-1b-it.Q8_0 | 2.55 | 19.43 | 3.25 | 25.05 | 2 |
Head-to-Head Record
1–50 of 244 rows
1 / 5
Performance by App Version
ImprovedRegressed