Leaderboard
On-device LLM performance rankings powered by Glicko-2
POCO M5s
AndroidRank
#193
Rating
1,340
±34 RD
Win Rate
34.5%
Conservative Rating
1,273
TG Rating
1,336
PP Rating
1,375
Matches
238
Record
82W – 156L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| Falcon-H1R-Tiny-90M-Q4_K_M | 52.23 | 208.76 | 54.58 | 226.09 | 2 |
| Falcon-H1-Tiny-90M-Instruct-Q4_K_M | 51.73 | 201.75 | 56.32 | 217.68 | 2 |
| SmolLM2-135M-Instruct-Q4_K_M | 42.15 | 120.19 | 43.99 | 125.55 | 2 |
| LFM2-350M-Q4_K_M | 28.28 | 120.41 | 30.13 | 128.92 | 2 |
| gemma-3-270m-it-Q4_K_M | 26.08 | 123.39 | 29.02 | 143.88 | 2 |
| granite-docling-258M-Q4_K_M | 22.49 | 76.25 | 22.49 | 76.25 | 1 |
| granite-4.0-h-350m-Q4_K_M | 17.93 | 91.77 | 20.16 | 99.43 | 2 |
| ReasonLite-0.6B-Turbo.i1-Q4_K_M | 13.60 | 55.63 | 15.06 | 61.88 | 2 |
| Qwen3-0.6B.Q4_K_M | 11.39 | 51.50 | 11.90 | 56.75 | 2 |
| Maincoder-1B_Q4_K_M | 9.49 | 38.70 | 11.04 | 40.93 | 2 |
| LFM2.5-1.2B-Instruct-Q4_K_M | 7.57 | 28.23 | 7.57 | 28.23 | 1 |
| llama-3.2-1b-instruct-q8_0 | 6.49 | 34.92 | 6.49 | 34.92 | 1 |
Head-to-Head Record
| Opponent | Shared Models | W | L | D | Win Rate |
|---|---|---|---|---|---|
| iPhone 11vs | 3 | 0 | 3 | 0 | 0% |
| Galaxy S24vs | 3 | 0 | 3 | 0 | 0% |
| Galaxy S23vs | 2 | 0 | 2 | 0 | 0% |
| Pixel 6vs | 2 | 1 | 1 | 0 | 50% |
| iPad 9th Genvs | 2 | 0 | 2 | 0 | 0% |
| iPhone 15 Provs | 2 | 0 | 2 | 0 | 0% |
| Galaxy S24+vs | 2 | 1 | 1 | 0 | 50% |
| Galaxy A15vs | 2 | 1 | 1 | 0 | 50% |
| Redmi Note 11vs | 2 | 1 | 1 | 0 | 50% |
| iPhone 14vs | 2 | 0 | 2 | 0 | 0% |
| Nothing Phone (1)vs | 2 | 0 | 2 | 0 | 0% |
| iPhone SE 3rd Genvs | 2 | 0 | 2 | 0 | 0% |
| Galaxy A05vs | 2 | 2 | 0 | 0 | 100% |
| Galaxy Note8vs | 2 | 2 | 0 | 0 | 100% |
| Galaxy S24 FEvs | 2 | 0 | 2 | 0 | 0% |
| iPhone 16vs | 2 | 0 | 2 | 0 | 0% |
| Infinix HOT 60ivs | 2 | 1 | 1 | 0 | 50% |
| iPad mini 7th Genvs | 2 | 0 | 2 | 0 | 0% |