VotePredictor
past elections

Ohio President

Joe Biden (D) vs Donald Trump (R)

Actual result
R+8.0
Final polls said
R+2.1
18 late polls · ✓
Model predicted
R+4.8
Winner
Rep

"Final polls said" averages polls from the last ~3 weeks — the call right before the vote, and how pollsters are rated. The model's prediction is walk-forward (trained only on earlier races).

Final rankings

How everyone who called this race did, ranked — VotePredictor shown inline (★).

Pollsters — each pollster's final poll vs the result

#PollsterFinal callMissCalled
1SwayableR+5.22.8
2VotePredictorR+4.83.2
3Trafalgar GroupR+4.83.2
4Rasmussen ReportsR+4.04.0
5SurveyMonkeyR+4.04.0
6AtlasIntelR+3.94.1
7Beacon Research/Shaw & Co. ResearchR+3.05.0
8WickR+2.95.1
9Morning ConsultR+2.65.4
10Gravis MarketingR+2.06.0
11Garin-Hart-Yang Research GroupR+2.06.0
12Baldwin Wallace University Community Research InstituteR+1.66.4
13Citizen DataR+1.26.8
14CiviqsR+1.07.0
15OnMessage Inc.R+0.57.5
16Research Co.EVEN8.0
17YouGovEVEN8.0
18Emerson CollegeD+0.98.9
19The New York Times/Siena CollegeD+1.09.0
20Quinnipiac UniversityD+4.012.0

Forecasters — pre-election win probability, scored by Brier

#ForecasterWin probBrierCalled
1VotePredictorRep 85%0.023
2Princeton Election ConsortiumRep 79%0.044
3Elections DailyRep 75%0.062
4Sabato's Crystal BallRep 75%0.062
5CNalysisRep 60%0.160
6JHK ForecastsRep 58%0.176
7The EconomistRep 56%0.194
8DDHQ/Decision DeskRep 55%0.202
9FiveThirtyEightRep 55%0.202
10Cook PoliticalDem 50%0.250
11Inside ElectionsDem 50%0.250
12RealClearPoliticsDem 50%0.250
13Race to the WHDem 51%0.260

Polls (32)

PollsterDatenPollMiss
Civiqs2020-10-311136R+1.07
Rasmussen Reports2020-10-31800R+4.04
Research Co.2020-10-31450EVEN8
Trafalgar Group2020-10-301041R+4.83
Quinnipiac University2020-10-301440D+4.012
Emerson College2020-10-30656D+0.99
Swayable2020-10-29516R+5.23
AtlasIntel2020-10-29660R+3.94
Wick2020-10-271000R+2.95
Gravis Marketing2020-10-27613R+2.06
SurveyMonkey2020-10-266025R+4.04
Morning Consult2020-10-262179R+2.65
Quinnipiac University2020-10-251186D+5.013
Swayable2020-10-25440R+11.74
Beacon Research/Shaw & Co. Research2020-10-191018R+3.05
Citizen Data2020-10-191000R+1.27
Rasmussen Reports2020-10-18800D+1.09
Morning Consult2020-10-152271R+2.06
Quinnipiac University2020-10-101160D+1.09
Civiqs2020-10-10586R+3.05
SurveyMonkey2020-10-056376R+3.05
Baldwin Wallace University Community Research Institute2020-10-041009R+1.66
The New York Times/Siena College2020-10-04661D+1.09
Trafalgar Group2020-10-021035R+3.74
YouGov2020-10-011114EVEN8
OnMessage Inc.2020-09-30800R+0.58
Garin-Hart-Yang Research Group2020-09-26400R+2.06
Beacon Research/Shaw & Co. Research2020-09-22830D+5.013
Quinnipiac University2020-09-191085D+1.09
Baldwin Wallace University Community Research Institute2020-09-151011D+0.69
SurveyMonkey2020-09-133092R+2.06
Civiqs2020-09-13556R+3.05