Leaderboard
On-device LLM performance rankings powered by Glicko-2
POCO X6 5G
AndroidRank
#208
Rating
1,277
±23 RD
Win Rate
28.5%
Conservative Rating
1,231
TG Rating
1,253
PP Rating
1,408
Matches
513
Record
146W – 367L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| tinygemma3-Q8_0 | 56.73 | 665.05 | 56.73 | 665.05 | 1 |
| gemma-3-270m-it-qat-UD-Q8_K_XL | 15.80 | 138.67 | 15.80 | 138.67 | 1 |
| Luth-1.7B-Instruct.i1-Q6_K | 5.59 | 34.39 | 5.59 | 34.39 | 1 |
| DeepSeek-V2-Lite.Q4_K_M | 4.76 | 10.27 | 4.76 | 10.27 | 1 |
| SmolLM2-1.7B-Instruct-Q8_0 | 4.72 | 27.97 | 4.72 | 27.97 | 1 |
| qwen2.5-3b-instruct-q5_k_m | 4.00 | 8.81 | 4.00 | 8.81 | 1 |
| gemma-2-2b-it-Q6_K | 3.90 | 21.45 | 3.90 | 21.45 | 1 |
| Llama-3.2-3B-Instruct-uncensored-Q6_K_L | 3.64 | 7.41 | 3.64 | 7.41 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 3.52 | 6.80 | 3.52 | 6.80 | 1 |
| Qwen3-4B-Q4_K_M | 3.08 | 8.09 | 3.08 | 8.09 | 1 |
| gemma-3n-E2B-it-Q8_0 | 2.91 | 13.47 | 2.91 | 13.47 | 1 |
| gemma-2-2b-it.Q8_0 | 2.72 | 13.73 | 2.72 | 13.73 | 1 |
| deepseek-llm-7b-chat.Q4_K_M | 2.64 | 7.27 | 2.64 | 7.27 | 1 |
| Mistral-7B-Instruct-v0.3.Q3_K_M | 1.96 | 3.65 | 1.96 | 3.65 | 1 |
Head-to-Head Record
1–50 of 190 rows
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