COMMUNITY BENCHMARKS LIVE

Real numbers from
real Macs.

Measured by the people who own them. Every submission is one locked run — two prompt sizes, five rounds after a discarded warmup, greedy, prefix cache off, one request at a time — which is the only reason two people's numbers can be compared.

One board: rapid-mlx benchmark run + share puts your result on it, next to everyone else with the same Mac. Runs from the old rapid-mlx bench --submit benchmark fill cells nobody has measured yet, badged with their version and never mixed into current medians.

What runs well on which Mac

Loading community measurements…

Live Every shared run

Latest community runs

Recent LLM, image and video runs from rapid-mlx benchmark run + share, newest first. The board above is built from these same runs.

Representative community results

Latest contributions

All public community data

Share a run from your Mac

Run locally first. Sharing is a separate command that previews the exact payload and asks for consent before anything leaves your Mac.

Where it lands: the board above, in your Mac's row, and on your contributor page — share prints the link to your result.

Published: chip, RAM, core counts, OS and package versions, the model alias, and the timings.

Never sent: prompts, files, or any hardware serial. The id behind your board name is random per install and resets when you delete ~/.rapid-mlx/bench-install-id.

Never stored: your IP — it is used transiently for abuse limits.

Community data: /api/benchmarks/atomic/public Old benchmark data: /api/benchmarks Methodology: performance flags CLI: benchmark reference