VotePredictor
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Global Strategy Group

Graded against the actual result across 83 races (from 101 polls, through 2022).

Races polled
83
Polls
101
Avg miss
5.68 pts
Most recent
2022

Head-to-head vs the VotePredictor model

The fair, apples-to-apples test: on the 82 races Global Strategy Group actually polled, how its final poll's margin compared to what the VotePredictor model predicted for those same races.

ModelAvg miss (pts)Called right
Global Strategy Group5.8467%
VotePredictor4.4479%

VotePredictor aggregates all the pollsters, so it's expected to beat any single one on margin — that's the value of averaging. The honest comparison among forecasters is on the combined board.

Every race (83)

Each race Global Strategy Group polled, scored on its final poll — the call right before the vote — against the actual Dem−Rep result. Click a race for its full detail.

RaceTheir callResultMissCall
2022 CO GovernorD+18.0D+19.31.3
2022 CO-8 HouseR+2.0D+0.72.7
2022 NM-2 HouseD+2.0D+0.71.3
2022 NY-22 HouseD+2.0D+6.14.1
2022 CO SenateD+11.0D+14.63.6
2022 NC SenateEVENR+3.23.2
2021 VA GovernorD+3.0R+1.94.9
2020 FL-16 HouseR+6.0R+11.05.0
2020 MI-3 HouseEVENR+5.95.9
2020 NE-2 HouseEVENR+4.64.6
2020 NY-18 HouseD+18.0D+12.65.4
2020 PA-1 HouseR+2.0R+13.111.1
2020 TX-3 HouseR+1.0R+12.211.2
2020 VA-5 HouseD+2.0R+5.17.1
2020 N2 PresidentD+6.0D+6.50.5
2018 CA-45 HouseD+3.0D+4.11.1
2018 FL-18 HouseR+3.0R+8.65.6
2018 IL-12 HouseR+1.0R+6.25.2
2018 ME-2 HouseD+6.0D+1.24.8
2018 MN-2 HouseD+9.0D+5.53.5
2018 NY-1 HouseR+3.0D+1.04.0
2018 VA-10 HouseD+10.0D+12.42.4
2018 WV SenateD+12.0D+3.38.7
2016 WV GovernorD+10.0D+6.83.2
2016 AZ-1 HouseD+10.0D+7.32.7
2016 FL-10 HouseD+38.0D+29.78.3
2016 IN-9 HouseR+2.0R+13.711.7
2016 KS-3 HouseR+4.0R+10.76.7
2016 NE-2 HouseD+10.0R+1.211.2
2016 NV-3 HouseD+7.0D+1.35.7
2016 FL PresidentD+3.0R+1.24.2
2016 WV PresidentR+27.0R+42.115.1
2016 FL SenateR+2.0R+7.75.7
2014 HI GovernorD+12.0D+12.40.4
2014 IL GovernorD+3.0R+3.96.9
2014 NV GovernorR+44.0R+46.72.7
2014 AR-2 HouseD+3.0R+8.311.3
2014 HI-1 HouseD+7.0D+3.93.1
2014 MN-7 HouseD+24.0D+8.515.5
2014 NY-18 HouseD+6.0D+5.20.8
2014 NY-19 HouseR+10.0R+19.89.8
2014 NY-24 HouseD+5.0R+10.415.4
2014 NC SenateD+4.0R+1.65.6
2014 NH SenateD+7.0D+3.23.8
2012 CA-9 HouseD+9.0D+11.12.1
2012 FL-10 HouseR+2.0R+3.51.5
2012 MN-8 HouseEVEND+8.98.9
2012 NH-1 HouseD+3.0D+3.80.8
2012 NV-3 HouseR+4.0R+7.53.5
2012 NY-18 HouseR+2.0D+6.58.5
2012 NY-21 HouseD+7.0D+5.02.0
2012 UT-4 HouseD+7.0D+0.36.7
2012 IN PresidentR+6.0R+10.24.2
2012 IN SenateD+9.0D+5.83.2
2012 MT SenateD+2.0D+3.71.7
2011 NY-26 HouseR+1.0D+10.611.6
2011 NY-9 HouseD+8.0R+1.79.7
2010 IA GovernorR+6.0R+9.63.6
2010 IL GovernorR+1.0D+0.91.9
2010 HI-1 HouseD+4.0D+6.52.5
2010 MN-7 HouseD+34.0D+17.616.4
2010 NY-13 HouseD+18.0D+3.814.2
2010 PA-12 HouseD+8.0D+7.70.3
2010 PA-8 HouseD+2.0R+7.09.0
2010 WV-3 HouseD+18.0D+12.15.9
2010 IL SenateD+3.0R+1.64.6
2010 MO SenateR+4.0R+13.69.6
2010 WV SenateD+5.0D+10.15.1
2008 IL-14 HouseD+4.0D+5.11.1
2008 MO-9 HouseD+4.0R+2.56.5
2006 IA GovernorD+7.0D+9.62.6
2006 NY-20 HouseD+2.0D+8.96.9
2006 PA-8 HouseD+5.0D+0.64.4
2004 WV GovernorD+33.0D+29.53.5
2004 SC PresidentR+16.0R+17.11.1
2004 WV PresidentR+2.0R+12.910.9
2004 AK SenateD+4.0R+3.07.0
2004 CO SenateD+6.0D+4.81.2
2004 FL SenateD+4.0R+1.15.1
2004 NC SenateD+2.0R+4.66.6
2004 OK SenateD+1.0R+11.512.5
2004 SC SenateD+3.0R+9.612.6
2002 PA-6 HouseR+5.0R+2.72.3

Accuracy by time to election

24686–9 wk3–6 wk1–3 wk≤1 wkavg miss (pts)
Global Strategy GroupAll pollsters (field average)

Lower is better. Time to election runs right (election week) to left (~2 months out).

By the numbers

Time to electionPollsAvg missvs fieldCalled right
1–3 wk245.32+0.2571%
3–6 wk486.15+0.4171%
6–9 wk295.19-0.9666%

vs field is this pollster's average miss minus all pollsters' at the same lead time — green beats the field, redtrails it. Our historical polls reach ~2 months out; earlier polling isn't in the record.

Track record by cycle — getting better?

YearPollsAvg missLean (house effect)
2004137.7D+7.7
200644.2R+1.9
200834.9R+0.5
2010136.1D+4.0
2012154.0R+0.0
2014116.8D+6.8
2016116.8D+6.7
2018104.0D+2.5
2020106.3D+6.2
202273.0R+1.8

Do we credit a pollster for fixing its bias? Each cycle, the model re-estimates every pollster's lean from all its earlier polls (walk-forward) and subtracts it before using the poll. We tested weighting recent cycles more — it doesn't help: a pollster's lean in one cycle barely predicts the next (correlation 0.28), so the swings above are mostly noise, and averaging over more history beats chasing the latest cycle. The all-time estimate we use came out within ~0.5% of the best option.