Illustrative workflow, not a live workspace result.
Task
Repair the profile save flow
Candidate A
Accepted result
Candidate B
Missing reload evidence
Decision
Compare complete outcomes
Why use Models?
A low token price does not tell you what a finished task costs. Compare the results you would actually accept, with failed and noncomparable runs visible.
Use the same standard
Judge candidate results against a common task and acceptance contract.
Count the complete outcome
Review reported cost alongside acceptance, rather than treating a cheap failed run as a win.
See comparison limits
Identify runs that are missing evidence or cannot fairly be compared.
How Models fits your work
01
Set the acceptance criteria
Define the task, mandatory requirements, and constraints.
02
Bring candidate results
Supply the run evidence and reported costs from your model trials.
03
Review the comparison
Inspect accepted outcomes and excluded candidates before selecting a model.
What to know before you start
This tool evaluates supplied candidate runs. It does not launch the models for you.