← Back to methodology

Illustrative score benchmarks

Early, illustrative checks of the current scoring model (v2.3) against a mixed set of benchmark archetypes and a small number of measured/monitored homes. This page shows where assumptions still dominate — it is not a measured MAE/ranking validation report, not ScoreLab promote evidence, and not a compliance certificate.

Known limitations

  • Measured sample size is still small — most rows are benchmark archetypes.
  • Confidence is estimated from input completeness, not calibrated prediction error.
  • Architect design-brief quantities are separate indicative bands — not SAP/PHPP outputs.
ArchetypeEPC bandIndicative score bandSource
Victorian mid-terrace (uninsulated)D–E38–48benchmark
1980s cavity semi (partial loft fill)D45–55benchmark
Modern detached (Building Regs 2013+)B–C58–68benchmark
Deep retrofit (fabric + ASHP)B72–82benchmark
Monitored pilot home (anonymised)C52–58measured

We do not publish MAE/RMSE or ranking metrics until a labelled, non-overlapping measured sample and real eval path exist. Until then, use this illustrative table and the Passport validation lab for audience-specific projection tests — not as proof of model accuracy.