Production quality / v2

Grade production runs on the traffic you already have.

Evaluations is a capability of Signals, not a fourth product—and it is not a pre-production eval harness. It is designed to score production quality on live traffic (output_quality_score plus a PromptQualityScorer) and join that score against cost, so a cheaper run that got worse is never mistaken for a win.

ScopeLive traffic

JoinQuality × cost

FeedsSignals recommendations

StatusPositioning · v2

A quality signal, not a separate product.

A positioning page, not a shipped harness: every line below describes an accepted Signals capability planned for v2 — production-quality scoring on the traffic you already serve.

01 / score

Score the run you already shipped

An output_quality_score and a PromptQualityScorer grade production output on the traffic already flowing through Signals — not a separate offline test suite.

Planned: v2 capability

02 / join

Join quality against cost

The quality score sits next to the cost and latency Signals already tracks, so a run that got cheaper but worse surfaces as a regression, not a win.

Planned: quality × cost join

03 / recommend

Feed the recommendation, not a dashboard

The joined signal feeds Signals’ recommendations rather than opening a new surface to watch — Evaluations stays a capability, not a destination.

Planned: feeds Signals