Benchmarks · community-measured
bonsai-1.7b-2bit on Apple M5 Max
Real measured local-inference performance for
bonsai-1.7b-2bit on an Apple M5 Max (36 GB unified memory),
from the rapid-mlx community benchmark corpus. Latest submission 2026-08-21,
measured on rapid-mlx 0.12.18.
329
tok/s decode
10550
tok/s prefill
204 ms
first token
3.7 GB
peak memory
Aggregated from 9 community runs.
All measurements for this pair
| RAM | Accel | Decode | Prefill | TTFT | Peak mem | Runs | rapid-mlx | Latest |
|---|---|---|---|---|---|---|---|---|
| 36 GB | — | 329 tok/s | 10550 tok/s | 204 ms | 3.7 GB | 9 | 0.12.18 | 2026-08-21 |
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 bonsai-1.7b-2bit --tier speed --submit
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