Horizon · our Election Day forecast: polls, plus fundamentals like incumbency, fundraising and past results.

Pulse · polls only: where the races stand today, with no fundamentals and wider uncertainty.

What's the difference?

Iowa › Statewide offices · November 3, 2026 · Updated Oct 16, 2026

Iowa Secretary of State

Pate is clearly favored to win: Pate wins in 7 of every 8 simulations.

Peterman (D)
13%
chance of winning
Pate (R)
87%
Average margin
R+7.0
80% of outcomes
R+15 to D+1
Partisan lean
R+12
Polls
1in our database

Pate is favored to win: Pate wins in about 2 of every 3 simulations.

Peterman (D)
32%
chance of winning
Pate (R)
68%
Average margin
R+3.9
80% of outcomes
R+15 to D+7
Partisan lean
R+12
Polls
1in our database

Range of outcomes

R+7.0R+20R+10EvenD+10D+20
R+3.9R+30R+20R+10EvenD+10D+20D+30

How the odds have moved

Chance of winning by forecast date.

0%25%50%75%100%AugSepOctNovNov 3Peterman 13%Pate 87%

Updated nightly. Each day is the current model run on the polls that had ended by then (how).

0%25%50%75%100%AugSepOctNovNov 3Peterman 32%Pate 68%

Updated nightly. Each day is the current model run on the polls that had ended by then (how).

The candidates

What goes into the forecast

Every ingredient's estimate of the final margin.

National environment
D+9.5Election Day forecast
Iowa state offices
+1.6Polls for governor, statewide and legislative races, without this race · details
Environment here
D+11.2Used by the fundamentals
← RepublicanDemocratic →Lean + environmentUsual vote, shifted by the national and state moodR+1.5Fundamentals modelAdds incumbency, past results, money andexperienceR+7.7Polls in similar placesPolling of similar races in Iowa and look-alikeplacesR+5.8Polling average1 poll, latest Sep 14R+7.9Horizon forecastPolls + fundamentals, projected to Election DayR+7.1Pulse forecastPolls (and polling of similar places) only, todayR+3.9

Each estimate is a margin before national and statewide uncertainty is simulated. Horizon blends polls, fundamentals and a little of the similar-places estimate, weighting each by how precise it is; Pulse uses polls and similar places only.

Fundamentals inputs
Incumbency (+1 D, −1 R)-1
Fundraising edge (log ratio of individual money)0
Elected-experience edge-1
First-term incumbent0
Seat's last result vs. expectation-4.68
Incumbent's last result vs. expectation-4.68

Polls

R+5EvenD+5Avg. R+7.9Sep 14Nov 3
All 1 polls
PollsterDatesSamplePetermanPateMarginAdjusted
Change Research for Peterman's campaignD-sponsoredSep 11–Sep 14704 LV4042R+2R+7.9

Adjusted: after correcting for the pollster's house effect, registered vs. likely voters, and movement in the national environment since the poll; shown for the polls carrying the most weight in today's average. Larger dots in the chart carry the most weight. Last poll: Sep 14, 2026.

The state

Lean R+12: how much more Democratic or Republican than the nation it votes for president.

Presidential vote

← RepublicanDemocratic →2016 presidentR+10.1R+12.4 vs. nation2020 presidentR+8.4R+12.9 vs. nation2024 presidentR+13.4R+11.9 vs. nation

Who lives here

Population
3,210,507
Adults with a B.A.+
31%
White, no degree
58%of adults
  • White 82%
  • Hispanic 7%
  • Black 4%
  • Asian 3%
  • Other / multiracial 4%

American Community Survey 2020–2024, aggregated from census tracts.

Past results

2024 President Vote in this state

1,634,297 two-party votes · R+13.4 · R+11.9 vs. the nation
✓ Donald Trump (R)56.7%
Kamala Harris (D)43.3%

2022

1,204,432 votes · R+20.2
✓ Paul D Pate (R)60.0%
Joel Miller (D)39.9%

2020 President Vote in this state

1,656,733 two-party votes · R+8.4 · R+12.9 vs. the nation
✓ Donald Trump (R)54.2%
Joe Biden (D)45.8%

2018

1,300,917 votes · R+8.0
✓ Paul D Pate (R)52.7%
Deidre Dejear (D)44.9%
Jules Ofenbakh (L)2.4%

2016 President Vote in this state

1,454,652 two-party votes · R+10.1 · R+12.4 vs. the nation
✓ Donald Trump (R)55.1%
Hillary Clinton (D)44.9%