Inventory

What the record holds

Exact counts, measured 2 Oct 2026. Log-scale bars keep small sources visible; numbers are exact.

Dated forecasts per source

  • Weather & environment1,857,458
  • Weather, own 90% ranges390,287
  • COVID118,930
  • ForecastBench55,372
  • RSV24,729
  • ECB survey21,506
  • Flu14,602

Bar length on a log scale so small sources stay visible; numbers are exact.

Confident and still wrong

Cases where the forecaster's own range was among the narrowest of at least three peers on the same outcome, and still missed.

  • Weather35,970
  • COVID7,595
  • ECB survey2,494
  • Flu1,322
  • RSV464

Whole training episodes, health

One episode is one outcome as seen at the decision time. Weather, ECB, ForecastBench, crypto, markets and sea have episode feeds too.

  • COVID8,554
  • Flu5,070
  • RSV4,507

Access

Request a forecast audit

Analyst estimates, vendor feeds, spreadsheets or models: we assess them against observed outcomes, simple baselines and each other. Tell us the problem; files come later, privately, after scoping. A person reads every request.

Request

Tell us what you need

What is open

Without any credential

  • The published benchmark: population, admission rule, coverage, abstention and uncertainty.
  • The contribution funnel: what each source contributes and where records are lost.
  • Worked examples chosen to be representative, not flattering.