Benchmark runner
Test the same local image engine.
One warm-up and three measured sequential trials are recorded for every file and output format. This is a foundation for reproducible data, not a universal speed ranking.
Local runner
Generate a reproducible run
Select a small representative corpus. Files and results remain on this device.
Need the protocol details? Read the full methodology.