FutureBallotU.S. election forecasts, with every number traced to its source

The Margin

Saturday 3 October 2026 · A daily bulletin from election-lab. Composed by a program from the numbers in its own database; no part of it is written by a language model, and every figure traces to a query.

Where it stands

Read those against the model's own record. Averaged over 230 scored races it has leaned +1.64 points toward the Democrats — but that is an average and not a habit: five of the ten scored cycles lean the other way, and the per-cycle figures run from −3.7 in 2006 to +6.5 in 2014.

So it is not a correction waiting to be applied. A cycle's lean does not predict the next cycle's: the correlation between consecutive cycles is −0.05, which is nothing, and subtracting the running average walk-forward leaves mean absolute error unchanged at 4.92 points while moving the bias from +2.61 to +2.33. Three pre-registered attempts to correct it were refused on that evidence. The figure is quoted so a reader can do the sensitivity themselves, and it is not subtracted from the numbers above.

What moved

Nothing moved enough to report.

What came in

0 polls recorded in the last day, against 16,154 live (55% of them checked against a primary source).

What this does not tell you


Champion specification single_race_latent/0.8.1. Two products per race and never one: a nowcast is what today's evidence says about today, an election-day forecast is about November, and this bulletin labels which it is quoting every time. Methodology at /methodology; the model's own scored error, including where it is worst, at /model-health.