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.
Each Mac gets a name from a random per-install id — never a serial number. We know the name; we don't know the person.
Newest first, straight off contributors' machines.
Dashed means nobody has run it yet, so the board genuinely cannot answer for it. If one of these is yours, you're the only person who can fill it in.
One command. It prints the exact payload and waits for a keystroke before anything leaves your machine.
$ rapid-mlx bench qwen3.5-4b-4bit --submit
Published: chip, RAM, core counts, OS and package versions, the model alias, and the timings. Never sent: prompts, files, your IP, or any hardware serial — the id behind your board name is random per install and resets when you delete ~/.rapid-mlx/bench-install-id. Raw data: /api/benchmarks · Methodology: performance flags.