Leaderboard
On-device LLM performance rankings powered by Glicko-2
iPad 10th Gen
iOSRank
#79
Rating
1,855
±92 RD
Win Rate
86.7%
Conservative Rating
1,672
TG Rating
1,823
PP Rating
1,887
Matches
30
Record
26W – 4L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| gemma-3-270m-it-F16 | 46.82 | 1952.45 | 46.82 | 1952.45 | 1 |
| Llama-3.2-1B-Instruct-Q4_K_M | 29.72 | 256.23 | 29.72 | 256.23 | 1 |
| gemma-3-1b-it-Q4_K_M | 26.53 | 44.81 | 26.53 | 44.81 | 1 |
| gemma-3-1b-it.Q4_K_S | 26.06 | 43.90 | 26.06 | 43.90 | 1 |
| qwen2.5-1.5b-instruct-q8_0 | 16.21 | 28.81 | 16.21 | 28.81 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-Q6_K | 14.60 | 21.74 | 14.60 | 21.74 | 1 |
| DAN-Qwen3-1.7B-Q8_0 | 13.98 | 25.59 | 13.98 | 25.59 | 1 |
| Llama-3.2-3B-Instruct-Q4_K_M | 10.88 | 84.94 | 10.88 | 84.94 | 1 |
| Ministral-3-3B-Instruct-2512-Q4_K_M | 9.88 | 70.44 | 9.88 | 70.44 | 1 |
| SmolLM2-1.7B-Instruct-Q8_0 | 8.15 | 15.20 | 8.15 | 15.20 | 1 |
Head-to-Head Record
1–50 of 52 rows
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