Set the conditions
Keep the brief, constraints and relevant context consistent.
Benchmarks
Compare design workflows carefully.
ByJTT benchmarks use the same starting brief, explicit constraints and documented scoring for each workflow so differences can be examined without turning a result into a sweeping claim.
Compare separately
Run each workflow without contaminating the comparison.
Use independent checks
Keep defined checks separate from the workflow's own assessment.
Show the limits
Publish the method, evidence and uncertainty with the result.
Use what we learn
Good and bad outcomes can improve future guidance and validation.
Keep it reproducible
Repeatable conditions make follow-up comparisons useful.