Leaderboard
On-device LLM performance rankings powered by Glicko-2
OnePlus 13R
AndroidRank
#105
Rating
1,628
±19 RD
Win Rate
62.4%
Conservative Rating
1,589
TG Rating
1,625
PP Rating
1,682
Matches
712
Record
444W – 268L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| Gemmasutra-Mini-2B-v1-Q6_K | 12.10 | 27.18 | 12.10 | 27.18 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 11.83 | 21.26 | 11.83 | 21.26 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 10.54 | 24.11 | 10.54 | 24.11 | 1 |
| Qwen3-4B.Q4_K_M | 9.80 | 16.61 | 9.80 | 16.61 | 1 |
| gemma-3-4b-it.Q4_K_M | 9.43 | 18.18 | 9.43 | 18.18 | 1 |
| gemma-3-4b-it.Q8_0 | 6.95 | 33.98 | 8.80 | 35.74 | 2 |
| DeepSeek-R1-Distill-Qwen-7B-Q4_K_M | 5.92 | 11.14 | 5.92 | 11.14 | 1 |
| qwen2.5-1.5b-instruct-q8_0 | 5.27 | 34.77 | 5.27 | 34.77 | 1 |
| SmolLM2-1.7B-Instruct-Q8_0 | 3.08 | 38.33 | 3.08 | 38.33 | 1 |
| DeepSeek-R1-Distill-Llama-8B-IQ4_NL | 2.28 | 9.72 | 2.28 | 9.72 | 1 |
| gemma-3-4b-it.fp16 | 1.07 | 3.64 | 1.07 | 3.64 | 1 |
Head-to-Head Record
1–50 of 190 rows
1 / 4
Performance by App Version
ImprovedRegressed