Leaderboard
On-device LLM performance rankings powered by Glicko-2
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On-device LLM performance rankings powered by Glicko-2
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Rank
#201
Rating
1,334
±41 RD
Win Rate
33.8%
Conservative Rating
1,252
TG Rating
1,314
PP Rating
1,289
Matches
160
Record
54W – 106L
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| LFM2.5-VL-1.6B-Q4_K_M | 13.39 | 58.30 | 13.39 | 58.30 | 1 |
| tinyswallow-1.5b-instruct-q8_0 | 6.88 | 24.92 | 6.88 | 24.92 | 1 |
| deepseek-r1-distill-qwen-1.5b-q4_k_m | 6.55 | 35.06 | 6.55 | 35.06 | 1 |
| qwen2.5-1.5b-instruct-q8_0 | 6.16 | 29.29 | 6.16 | 29.29 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-Q8_0 | 6.09 | 29.18 | 6.09 | 29.18 | 1 |
| RakutenAI-2.0-mini-instruct-Q8_0 | 2.42 | 23.76 | 2.42 | 23.76 | 1 |
| gemma-3-4b-it-m9-NEO-Hrr-Neo-no-FDown-q4_k_s-imat | 1.70 | 17.17 | 1.70 | 17.17 | 1 |
| Opponent | Shared Models | W | L | D | Win Rate |
|---|---|---|---|---|---|
| iPhone 15 Pro Maxvs | 3 | 0 | 3 | 0 | 0% |
| iPad Pro 11 inch 4th Genvs | 2 | 0 | 2 | 0 | 0% |
| iPhone 14 Provs | 2 | 0 | 2 | 0 | 0% |
| iPhone 16 Pro Maxvs | 2 | 0 | 2 | 0 | 0% |
| Pixel 8 Provs | 2 | 0 | 2 | 0 | 0% |
| iPhone 15 Provs | 2 | 0 | 2 | 0 | 0% |
| Xiaomi 15 Provs | 2 | 0 | 2 | 0 | 0% |
| iPhone 14 Pro Maxvs | 2 | 0 | 2 | 0 | 0% |
| Xiaomi Pad 6vs | 2 | 0 | 2 | 0 | 0% |
| Pixel 6 Provs | 2 | 0 | 2 | 0 | 0% |
| Galaxy S24 Ultravs | 2 | 0 | 2 | 0 | 0% |
| iPhone 16vs | 2 | 0 | 2 | 0 | 0% |
| Redmi K70 Ultravs | 2 | 0 | 2 | 0 | 0% |