build1 distinct publisher
Twenty passing runs move the coding-API decision onto time-to-first-token
A dev.to harness put five coding tasks through four APIs and every run passed its verifier on the first attempt, so the only thing left to compare is clock time, where one trial per cell sets a fragile order.
Publishers:dev.to
Reality
- Evidence34
- Adoption22
- Hype gap+35
- Incentives40