Leaderboard
On-device LLM performance rankings powered by Glicko-2
Galaxy A54 5G
AndroidRank
#237
Rating
1,127
±16 RD
Win Rate
14.0%
Conservative Rating
1,095
TG Rating
1,108
PP Rating
1,324
Matches
1,058
Record
148W – 910L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| ggml-model-q4_0 | 12.17 | 62.59 | 12.17 | 62.59 | 1 |
| smollm-360M-instruct-add-basics.Q8_0 | 8.33 | 81.97 | 8.33 | 81.97 | 1 |
| Gemma-3-1B-it-GLM-4.7-Flash-Heretic-Uncensored-Thinking_Q8_0 | 6.91 | 70.62 | 7.02 | 74.33 | 2 |
| Llama-3.2-1B-Instruct-Q3_K_M | 6.14 | 27.97 | 6.14 | 27.97 | 1 |
| tinyllama-1.1b-chat-v1.0.Q4_0 | 5.25 | 38.96 | 5.25 | 38.96 | 1 |
| gemma-3-1b-it-IQ4_NL | 5.01 | 55.07 | 5.01 | 55.07 | 1 |
| Llama-3.2-1B-Instruct-Q4_0 | 4.33 | 33.53 | 4.33 | 33.53 | 1 |
| qwen2.5-1.5b-instruct-q8_0 | 4.32 | 36.89 | 4.32 | 36.89 | 1 |
| DAN-Qwen3-1.7B.i1-IQ4_NL | 3.89 | 30.40 | 3.89 | 30.40 | 1 |
| deepseek-ai.DeepSeek-R1-Distill-Qwen-1.5B.Q8_0 | 3.85 | 26.29 | 3.85 | 26.29 | 1 |
| llama-3.2-1b-instruct-q8_0 | 3.83 | 36.09 | 3.96 | 37.43 | 2 |
| Gemma-3-1b-it-MAX-NEO-D_AU-Q6_K-imat | 3.65 | 39.90 | 3.65 | 39.90 | 1 |
| Dolphin3.0-Llama3.2-3B-Q4_K_M | 2.72 | 10.69 | 2.72 | 10.69 | 1 |
| gemma-3n-E4B-it-UD-IQ2_XXS | 2.70 | 5.60 | 2.70 | 5.60 | 1 |
| Gemmasutra-Mini-2B-v1-Q6_K | 2.69 | 11.25 | 2.69 | 11.25 | 1 |
| gemma-2-2b-it-Q6_K | 2.45 | 11.48 | 2.45 | 11.48 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 2.19 | 9.04 | 2.48 | 9.16 | 2 |
| google_gemma-3-4b-it-Q4_0 | 2.02 | 25.96 | 2.02 | 25.96 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 1.91 | 8.48 | 2.83 | 9.78 | 5 |
| gemma-3-4b-it-Q8_0 | 1.22 | 12.47 | 1.22 | 12.47 | 1 |
Head-to-Head Record
1–50 of 270 rows
1 / 6
Performance by App Version
ImprovedRegressed