Leaderboard
On-device LLM performance rankings powered by Glicko-2
Poco F7
AndroidRank
#86
Rating
1,693
±22 RD
Win Rate
68.7%
Conservative Rating
1,650
TG Rating
1,708
PP Rating
1,706
Matches
568
Record
390W – 178L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| tinyllama-1.1b-chat-v1.0.Q4_0 | 33.39 | 315.96 | 38.20 | 470.40 | 2 |
| qwen2.5-1.5b-instruct-q8_0 | 18.40 | 81.36 | 18.40 | 81.36 | 1 |
| gemma-3n-E2B-it-Q4_K_S | 14.43 | 42.47 | 17.42 | 42.80 | 2 |
| gemma-2-2b-it-Q6_K | 10.14 | 30.57 | 10.14 | 30.57 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 5.78 | 16.30 | 5.78 | 16.30 | 1 |
| gemma-3-4b-it.Q4_K_S | 4.84 | 52.71 | 4.84 | 52.71 | 1 |
| DeepSeek-R1-0528-Qwen3-8B-IQ4_NL | 4.64 | 12.16 | 4.64 | 12.16 | 1 |
| Qwen3.5-2B-Uncensored-HauhauCS-Aggressive-Q4_K_M | 3.41 | 29.80 | 3.41 | 29.80 | 1 |
| Qwen3.5-0.8B-BF16 | 2.50 | 20.89 | 2.50 | 20.89 | 1 |
Head-to-Head Record
1–50 of 141 rows
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