Leaderboard
On-device LLM performance rankings powered by Glicko-2
OnePlus 15
AndroidRank
#38
Rating
1,851
±17 RD
Win Rate
83.9%
Conservative Rating
1,816
TG Rating
1,859
PP Rating
1,843
Matches
887
Record
744W – 143L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| LFM2.5-1.2B-Instruct-Q4_0 | 61.44 | 274.39 | 61.44 | 274.39 | 1 |
| SmolDocling-256M-preview.i1-IQ1_S | 39.48 | 399.41 | 39.48 | 399.41 | 1 |
| llama-3.2-1b-instruct-q8_0 | 35.11 | 978.96 | 35.11 | 978.96 | 1 |
| Gemmasutra-Mini-2B-v1-Q6_K | 15.30 | 48.10 | 15.30 | 48.10 | 1 |
| LFM2-2.6B-Q6_K | 13.95 | 34.31 | 13.95 | 34.31 | 1 |
| qwen2.5-3b-instruct-q5_k_m | 13.79 | 23.04 | 14.84 | 50.26 | 5 |
| gemma-2-2b-it-Q6_K | 12.45 | 37.08 | 12.45 | 37.08 | 1 |
| Llama-3.2-3B-Instruct-Q6_K | 11.25 | 29.51 | 13.18 | 76.06 | 7 |
| Qwen3-4B-Instruct-2507-Q8_0 | 10.04 | 25.86 | 10.04 | 25.86 | 1 |
| Qwen3-4B-abliterated-bf16_q8_0 | 9.44 | 60.60 | 9.44 | 60.60 | 1 |
| Phi-3.5-mini-instruct.Q4_K_M | 9.40 | 28.17 | 13.59 | 32.67 | 3 |
| DeepSeek-R1-0528-Qwen3-8B-UD-Q4_K_XL | 7.02 | 23.93 | 7.02 | 23.93 | 1 |
| Smilodon-9B-v1.i1-IQ4_NL | 6.65 | 18.90 | 6.65 | 18.90 | 1 |
| Qwen3.5-4B_Abliterated-Q4_0 | 3.97 | 50.90 | 3.97 | 50.90 | 1 |
Head-to-Head Record
1–50 of 282 rows
1 / 6
Performance by App Version
ImprovedRegressed