Real on-device LLM benchmarks, submitted from the TokForge app. Ranked by decode speed (tokens/sec).
| # | Device | SoC | Model | Backend | Prefill t/s | Decode t/s | RAM |
|---|---|---|---|---|---|---|---|
| 1 | samsung SM-S948U1 | SM8850 | Qwen3-4B-abliterated-MNN | cpu · MNN | 15.8 | 15.8 | 15 GB |
1 device · auto-refreshes every 60s · API: /v1/board · tokforge.ai