Benchmarks · community-measured
qwen3.6-35b-4bit on Apple M3 Ultra
Real measured local-inference performance for
qwen3.6-35b-4bit on an Apple M3 Ultra (256 GB unified memory),
from the rapid-mlx community benchmark corpus. Headline submission
2026-09-15, measured on rapid-mlx 0.14.2.
91.9
tok/s decode
2290
tok/s prefill
939 ms
first token
20.2 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 |
|---|---|---|---|---|---|---|---|---|
| 256 GB | — | 91.9 tok/s | 2290 tok/s | 939 ms | 20.2 GB | 1 | 0.14.2 | 2026-09-15 |
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