Benchmarks · community-measured
qwen3.6-35b-4bit on Apple M5 Pro
Real measured local-inference performance for
qwen3.6-35b-4bit on an Apple M5 Pro (64 GB unified memory),
from the rapid-mlx community benchmark corpus. Latest submission 2026-08-08,
measured on rapid-mlx 0.12.4.
86.3
tok/s decode
867
tok/s prefill
2.4 s
first token
19.9 GB
peak memory
A single community run so far — treat it as one data point, not a distribution. Reproduce it below and submit yours to firm it up.
All measurements for this pair
| RAM | Accel | Decode | Prefill | TTFT | Peak mem | Runs | rapid-mlx | Latest |
|---|---|---|---|---|---|---|---|---|
| 64 GB | — | 86.3 tok/s | 867 tok/s | 2.4 s | 19.9 GB | 1 | 0.12.4 | 2026-08-08 |
Standardized single-request benchmark: 5 measured rounds after 1 discarded warmup, greedy sampling, prefix cache disabled. Raw corpus: /api/benchmarks.
Reproduce this number
Install rapid-mlx, run the same suite on your Mac, and submit the result — it lands on the community leaderboard and updates this page.
$ curl -fsSL https://rapidmlx.com/install.sh | bash
$ rapid-mlx bench qwen3.6-35b-4bit --tier speed --submit