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Debrief · 2022 cycle
The 2022 Debrief · post-mortem · permanent archive

How did the polling industry do this cycle?

The 2022 industry MAE landed at 4.6pt — graded across 492 historical races with a known outcome — and 459 polls were analyzed across 102 pollsters. Signed bias +0.54pt: pollsters again systematically over-predicted Republicans.

INDUSTRY MAE
4.6pt
vs midterm avg
SIGNED BIAS
+0.54pt
R-leaning
POLLS · POLLSTERS
459
102 firms
RACES SCORED
492
w/ known outcome
CYCLE200220042006200820102012201420162018202020222024
Industry mean absolute error · 2002–2022
20024.0pt20044.5pt20065.5pt20084.3pt20105.2pt20124.7pt20144.8pt20166.8pt20184.5pt20206.0pt20224.6pt20244.1ptMAE · 2-WAY MARGIN
PoliAgg model · self-grade · 2022

How did our own production model do this cycle? The model issues one prediction per race; the polling industry above is averaged across many polls per race. Metrics are not directly comparable but published side-by-side for transparency.

Mean error per race
7.91pp
poliagg-v16 ensemble vs final margin
Call accuracy
94.3%
fraction with right winner called
Races graded
492
outcomes used in the grade
Per-pollster scorecard · 2022 · sorted by MAE
Signed bias · ±4.2pt
MAE · 0–4.2pt
umass-lowellyougov
+0.60pt
1.2pt
siena-researchnyt
+1.23pt
1.3pt
echelon-insights
+1.23pt
1.5pt
siena-collegenyt
−1.26pt
1.6pt
suffolk-university
+0.98pt
1.9pt
fox-news
+1.25pt
2.0pt
bsp-researchshaw-co
−0.30pt
2.1pt
research-co
−0.38pt
3.0pt
marist-college
−2.86pt
3.0pt
surveyusa
−0.22pt
3.6pt
emerson-college
+1.06pt
3.6pt
activote
−3.65pt
3.6pt
kaconsulting
+3.64pt
3.7pt
Biggest-miss races · 2022
RaceExpectedActualMissDirection
us-senate-special-2022-okR+11.50R+26.53-15.0ptR-margin underestimate
us-senate-2022-okR+18.00R+32.20-14.2ptR-margin underestimate
us-governor-2022-arR+14.50R+27.76-13.3ptR-margin underestimate
us-governor-2022-okR+2.00R+13.66-11.7ptR-margin underestimate
us-senate-2022-waD+4.50D+14.5210.0ptD-margin underestimate
us-senate-2022-flR+7.50R+16.41-8.9ptR-margin underestimate
us-governor-2022-flR+11.50R+19.40-7.9ptR-margin underestimate
us-governor-2022-coD+12.00D+19.357.3ptD-margin underestimate