Leaderboard
On-device LLM performance rankings powered by Glicko-2
Redmi Note 12 Pro 5G
AndroidRank
#220
Rating
1,240
±31 RD
Win Rate
24.7%
Conservative Rating
1,177
TG Rating
1,266
PP Rating
1,082
Matches
275
Record
68W – 207L
Models Tested
| Model | TG Median (tok/s) | PP Median (tok/s) | TG Best | PP Best | Runs |
|---|---|---|---|---|---|
| gemma-3-1b-it.Q4_K_S | 10.69 | 31.58 | 10.69 | 31.58 | 1 |
| Gemmasutra-Mini-2B-v1.i1-IQ4_XS | 5.78 | 13.78 | 5.78 | 13.78 | 1 |
| DeepSeek-R1-Distill-Qwen-1.5B-Q8_0 | 5.75 | 16.71 | 5.75 | 16.71 | 1 |
| LFM2.5-1.2B-Instruct-BF16 | 4.47 | 7.23 | 4.47 | 7.23 | 1 |
| qwen2.5-3b-instruct-q5_k_m | 3.90 | 6.68 | 3.90 | 6.68 | 1 |
| gemma-2-2b-it-Q6_K | 3.81 | 7.68 | 3.86 | 8.14 | 2 |
| Mistral-Nemo-12B-ArliAI-RPMax-v1.2.i1-IQ2_M | 0.86 | 0.87 | 0.86 | 0.87 | 1 |
| DeepSeek-R1-0528-Qwen3-8B-IQ4_NL | 0.75 | 4.75 | 0.75 | 4.75 | 1 |
| TheDrummer_Gemmasutra-9B-v1.1-IQ3_XS | 0.71 | 1.16 | 0.71 | 1.16 | 1 |
Head-to-Head Record
1–50 of 125 rows
1 / 3
Performance by App Version
ImprovedRegressed