leadership1 distinct publisher
Cost per successful task, not per token: a 2,400-run benchmark reorders the model shortlist
Arize and Fireworks ran ten models against 40 agent tasks and found the cheapest model per finished job also had the worst pass rate. Coverage, not price, is the binding constraint.
Publishers:arize.com
Reality
- Evidence52
- Adoption20
- Hype gap+22
- Incentives78
- Confidence45