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Methodology

Money vs. market — separate signals, not a single win percentage

Each race shows two independent model signals: a fundamentals lean (prior presidential or lagged House share, incumbency, and a national midterm environment) and a money signal (Democratic share of two-party FEC weball receipts). We do not publish a fused WhoDonated win percentage yet — stacking money on fundamentals did not beat either signal alone on competitive races in our 2018–2024 leave-one-cycle-out backtest.

What each signal means

  • Fundamentals — district or state lean, incumbency, and a national midterm environment. For Senate we use the prior presidential two-party Democratic share; for House we use lagged House Democratic share.
  • Money signal — Democratic share of two-party FEC cycle receipts for the seat (weball-style totals). Itemized donor pages on WhoDonated use the same underlying public filings.
  • Markets — when permission allows, prediction-market prices appear as a third column. They are not polls and are not advice. Kalshi is not displayed without written permission.

Backtest (leave-one-cycle-out)

Trained and tested on 2018, 2020, 2022, 2024 (1863 races). Competitive races are those with a two-party margin under 10 points.

  • Fundamentals: 85% accuracy overall, 64% on competitive races.
  • Money only: 90% overall, 66% competitive.
  • Naively combining the two did not beat either alone on competitive races in this first pass — so we show them separately.

Caveats

  • Not a poll and not advice. Probabilities are model output under clear assumptions.
  • FEC weball cycle totals can include a little post-election activity on historical cycles; 2026 uses live cycle totals.
  • House lean uses lagged same-district Democratic share, which is weaker after redistricting.
  • Senate lean uses the prior presidential two-party Democratic share by state.
  • The 2026 national environment uses a placeholder +3 Democratic generic-ballot midterm setting.
  • Nominees are inferred as the top-receipts Democratic and Republican candidates per seat; some primaries are still unsettled.
  • Uncontested or one-sided fundraising races inflate money-only accuracy.

Source · Pack built 2026-10-28T19:21:50Z. WhoDonated election forecast (fundamentals + FEC weball money). Markets are optional and not included on this branch.