Leaderboard
On-device LLM performance rankings powered by Glicko-2
Galaxy A56 5G
AndroidRank
#121
Rating
1,541
±16 RD
Win Rate
53.9%
Conservative Rating
1,509
TG Rating
1,492
PP Rating
1,679
Matches
1,094
Record
590W – 504L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| Falcon-H1-Tiny-90M-Instruct.Q4_K_M | 75.55 | 331.79 | 75.55 | 331.79 | 1 |
| GPT-Sw3-126M-Instruct-f32-GGUF | 28.64 | 304.02 | 28.64 | 304.02 | 1 |
| tinyllama-1.1b-chat-v1.0.Q3_K_M | 17.78 | 36.57 | 17.78 | 36.57 | 1 |
| llama-3.2-1b-instruct-q8_0 | 10.71 | 99.89 | 10.78 | 101.16 | 3 |
| danube2-1.8b-WizardLM-Evol-V2-Unfiltered.IQ4_XS | 9.85 | 14.42 | 9.85 | 14.42 | 1 |
| SmolLM2-1.7B-Instruct-Q8_0 | 8.61 | 46.18 | 8.61 | 46.18 | 1 |
| Qwen3.5-0.8B-Q4_K_M | 8.20 | 92.67 | 8.55 | 96.40 | 2 |
| deepseek-coder-1.3b-instruct.Q8_0 | 7.88 | 79.41 | 7.88 | 79.41 | 1 |
| qwen2.5-3b-instruct-q5_k_m | 6.72 | 14.14 | 6.89 | 15.38 | 2 |
| gemma-3-1b-it-BF16 | 6.34 | 16.59 | 6.34 | 16.59 | 1 |
| gemma-3-4b-it-qat-UD-Q2_K_XL | 5.81 | 11.15 | 5.81 | 11.15 | 1 |
| gemma-2-2b-it-Q6_K | 5.80 | 26.31 | 5.80 | 26.31 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 4.56 | 23.46 | 4.73 | 26.24 | 4 |
| gemma-3n-E4B-it-Q5_K_M | 4.14 | 7.66 | 4.14 | 7.66 | 1 |
| llama-3.2-3b-instruct-q8_0 | 4.13 | 30.27 | 4.13 | 30.27 | 1 |
| gemma-3n-E4B-it-Q4_K_M | 4.00 | 12.90 | 5.04 | 16.53 | 6 |
| Qwen3-4B.Q6_K | 3.95 | 15.67 | 3.95 | 15.67 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 3.59 | 14.84 | 3.59 | 14.84 | 1 |
Head-to-Head Record
1–50 of 283 rows
1 / 6
Performance by App Version
ImprovedRegressed