VotePredictor
past elections

Arizona Senate

Mark Kelly (D) vs Blake Masters (R)

Actual result
D+4.9
Final polls said
D+2.0
25 late polls · ✓
Model predicted
D+1.0
Winner
Dem

"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
1Research Co.D+4.00.9
2Marist CollegeD+4.00.9
3BSP Research/Shaw & Company ResearchD+4.00.9
4Garin-Hart-Yang Research GroupD+4.00.9
5Ascend ActionD+4.00.9
6The New York Times/Siena CollegeD+6.01.1
7SSRSD+6.01.1
8Susquehanna Polling & Research Inc.D+3.21.7
9Targoz Market ResearchD+3.01.9
10OnMessage Inc.D+3.01.9
11YouGovD+3.01.9
12Suffolk UniversityD+6.81.9
13WickD+2.32.6
14Beacon Research/Shaw & Co. ResearchD+2.02.9
15Noble Predictive InsightsD+2.02.9
16co/efficientD+1.83.1
17Fabrizio Lee & Associates/Impact ResearchD+8.03.1
18Data OrbitalD+1.73.2
19HighGround Inc.D+1.43.5
20VotePredictorD+1.03.9
21KAConsultingD+1.03.9
22Remington Research GroupD+1.03.9
23Fabrizio, Lee & AssociatesD+1.03.9
24Patriot PollingD+0.74.2
25Phillips AcademyD+0.64.3
26InsiderAdvantageEVEN4.9
27CiviqsEVEN4.9
28Center Street PACD+10.05.1
29Emerson CollegeR+0.45.3
30Data for ProgressR+1.05.9
31Trafalgar GroupR+1.56.4

Forecasters — pre-election win probability, scored by Brier

#ForecasterWin probBrierCalled
1Elections DailyDem 75%0.062
2Sabato's Crystal BallDem 75%0.062
3Split TicketDem 75%0.062
4The EconomistDem 73%0.073
5Race to the WHDem 69%0.096
6FiveThirtyEightDem 66%0.116
7JHK ForecastsDem 65%0.122
8DDHQ/Decision DeskDem 64%0.134
9CNalysisDem 60%0.160
10Inside ElectionsDem 60%0.160
11VotePredictorDem 55%0.202
12Cook PoliticalDem 50%0.250
13Fox NewsDem 50%0.250
14RealClearPoliticsDem 50%0.250

Polls (43)

PollsterDatenPollMiss
Trafalgar Group2022-11-061094R+1.56
Data Orbital2022-11-05550D+1.73
Research Co.2022-11-05450D+4.01
Targoz Market Research2022-11-04560D+3.02
Data for Progress2022-11-041359R+1.06
InsiderAdvantage2022-11-02550EVEN5
KAConsulting2022-11-02501D+1.04
HighGround Inc.2022-11-01500D+1.43
Patriot Polling2022-11-01814D+0.74
Marist College2022-11-011157D+4.01
Remington Research Group2022-11-011075D+1.04
Emerson College2022-10-311000R+0.45
Civiqs2022-10-31852EVEN5
Phillips Academy2022-10-29985D+0.64
Wick2022-10-281122D+2.33
Beacon Research/Shaw & Co. Research2022-10-281003D+2.03
Center Street PAC2022-10-27558D+10.05
The New York Times/Siena College2022-10-25604D+6.01
Fabrizio, Lee & Associates2022-10-25800D+1.04
Noble Predictive Insights2022-10-25600D+2.03
InsiderAdvantage2022-10-24550D+2.03
BSP Research/Shaw & Company Research2022-10-23669D+4.01
co/efficient2022-10-201111D+1.83
Susquehanna Polling & Research Inc.2022-10-16600D+3.22
Trafalgar Group2022-10-161078D+1.04
Data for Progress2022-10-14893EVEN5
HighGround Inc.2022-10-12500D+2.82
Garin-Hart-Yang Research Group2022-10-12502D+4.01
InsiderAdvantage2022-10-11550D+4.40
Wick2022-10-101000D+2.52
OnMessage Inc.2022-10-09600D+3.02
Ascend Action2022-10-09954D+4.01
Center Street PAC2022-10-06551D+17.012
Noble Predictive Insights2022-10-05674D+13.08
YouGov2022-10-021161D+3.02
SSRS2022-09-29795D+6.01
Beacon Research/Shaw & Co. Research2022-09-241008D+6.01
Suffolk University2022-09-23500D+6.82
Marist College2022-09-211260D+10.05
Data for Progress2022-09-17768D+1.04
Trafalgar Group2022-09-161080D+1.24
Fabrizio Lee & Associates/Impact Research2022-09-12500D+8.03
OnMessage Inc.2022-09-08400D+10.05