Benchmarks · community-measured
gemma-4-26b-4bit on Apple M4 Max
Real measured local-inference performance for
gemma-4-26b-4bit on an Apple M4 Max (64 GB unified memory),
from the rapid-mlx community benchmark corpus. Latest submission 2026-08-14,
measured on rapid-mlx 0.12.11.
108
tok/s decode
1162
tok/s prefill
1.8 s
first token
16.7 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 | — | 108 tok/s | 1162 tok/s | 1.8 s | 16.7 GB | 1 | 0.12.11 | 2026-08-14 |
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 gemma-4-26b-4bit --tier speed --submit
More
gemma-4-26b-4bit model page · Gemma family · Interactive leaderboard · Alias catalog