Reviewed Phase 3 · Extended scope

Selected provider-aware cost vs. pass rate

Each point is one 60-attempt reviewed arm. Higher is better; farther left is cheaper. The X-axis is logarithmic so sub-$10 arms remain legible beside higher-cost arms.

Marker shape is evidence, not decoration: circle = exact selected cost, diamond = estimate, triangle = lower bound. Exact may be provider-billed or a reviewed retained-usage reconstruction; inspect the table/basis before interpreting it as invoice evidence.

ExactEstimateLower boundPareto frontier

The red line connects non-dominated points using displayed selected cost and pass rate. Lower-bound points can move right if additional spend is recovered; frontier status is therefore evidence-conditional.

Exact data behind the plot

ModelProviderPass rateSuccessesSelected costRelationCost / attemptCost / clean successBasis