Production ATCR
Completed reconstructed production tasks divided by eligible reconstructed production tasks. This measures what agents actually completed.
How often agents complete standardized real-world tasks across software products.
Comparable outcomes only
Rows are grouped and ranked only when the standardized task, metric kind, methodology version, and time-window policy are comparable.
Completed reconstructed production tasks divided by eligible reconstructed production tasks. This measures what agents actually completed.
Controlled runs meeting the stated success criterion divided by eligible controlled runs. This is not relabeled as production performance.
Current publication state
No public record currently passes the full publication gate. We will not fill the space with fabricated products, hidden samples, or incomparable scores.
Evidence already inspectable
Study pages show the evidence structure before enough comparable records exist for an Index cohort.