1611 Forecasting

Iowa

Iowa

Governor

Open seat

Forecast as of October 7, 2026. These vote totals equal the sum of the counties below. Not a poll average.

DRob Sand, D

Rob Sand

Democratic

669,070 votesWin probability 60.0%

RZach Lahn, R

Zach Lahn

Republican

640,466 votesWin probability 40.0%

Other

18,102 votes

Margin

D+2.2

Win probability

60.0%

80% interval

D+12.8 to R+8.4

95% interval

D+18.5 to R+14.2

Market

87%

Rob Sand · win probability, not a vote share

Raw data Checking polls.

The office baseline and the polling term disagree by more than 8 points, so the interval is widened. The market and the polls disagree by more than 15 points of win probability, so the market weight is cut in half and the interval is widened. The thin mark is the 95% interval. The thick mark is the 80%. The hairline is zero. 1,327,638 ballots, equal to the table.

Counties

Every reporting unit in the race. Sort any column. The votes above are this table added up.

Counties
Party
Polk CountyDRob Sand, DRob SandDD+23.361.0%214,118
Linn CountyDRob Sand, DRob SandDD+21.660.1%102,524
Scott CountyDRob Sand, DRob SandDD+8.553.6%75,189
Johnson CountyDRob Sand, DRob SandDD+50.474.5%72,110
Black Hawk CountyDRob Sand, DRob SandDD+14.456.5%52,492
Dallas CountyDRob Sand, DRob SandDD+6.352.4%52,475
Dubuque CountyDRob Sand, DRob SandDD+4.451.5%44,042
Story CountyDRob Sand, DRob SandDD+23.461.0%41,221
Pottawattamie CountyRZach Lahn, RZach LahnRR+7.953.3%37,209
Woodbury CountyRZach Lahn, RZach LahnRR+10.054.3%35,753
Warren CountyRZach Lahn, RZach LahnRR+7.052.8%27,366
Clinton CountyRZach Lahn, RZach LahnRR+3.451.0%19,951
Cerro Gordo CountyDRob Sand, DRob SandDD+1.049.8%19,222
Jasper CountyRZach Lahn, RZach LahnRR+12.155.4%16,881
Muscatine CountyRZach Lahn, RZach LahnRR+1.450.0%16,501
Marion CountyRZach Lahn, RZach LahnRR+24.861.7%16,329
Des Moines CountyDRob Sand, DRob SandDD+1.149.9%15,917
Sioux CountyRZach Lahn, RZach LahnRR+60.979.7%15,819
Marshall CountyRZach Lahn, RZach LahnRR+1.450.0%14,425
Webster CountyRZach Lahn, RZach LahnRR+15.857.2%13,997
Lee CountyRZach Lahn, RZach LahnRR+9.754.2%13,534
Boone CountyRZach Lahn, RZach LahnRR+6.352.5%12,858
Wapello CountyRZach Lahn, RZach LahnRR+14.956.8%12,208
Bremer CountyRZach Lahn, RZach LahnRR+8.853.7%12,196
Benton CountyRZach Lahn, RZach LahnRR+19.559.1%12,123
Plymouth CountyRZach Lahn, RZach LahnRR+42.170.4%11,672
Winneshiek CountyDRob Sand, DRob SandDD+3.551.1%9,993
Washington CountyRZach Lahn, RZach LahnRR+11.755.2%9,678
Dickinson CountyRZach Lahn, RZach LahnRR+26.462.5%9,377
Carroll CountyRZach Lahn, RZach LahnRR+27.863.2%9,317
Jones CountyRZach Lahn, RZach LahnRR+12.455.5%9,173
Mahaska CountyRZach Lahn, RZach LahnRR+38.668.6%9,141
Jackson CountyRZach Lahn, RZach LahnRR+17.358.0%9,034
Buchanan CountyRZach Lahn, RZach LahnRR+12.355.5%8,976
Cedar CountyRZach Lahn, RZach LahnRR+8.653.6%8,901
Delaware CountyRZach Lahn, RZach LahnRR+26.162.4%8,473
Madison CountyRZach Lahn, RZach LahnRR+25.061.8%8,374
Poweshiek CountyRZach Lahn, RZach LahnRR+2.750.7%8,354
Fayette CountyRZach Lahn, RZach LahnRR+15.757.2%8,225
Iowa CountyRZach Lahn, RZach LahnRR+15.256.9%8,058
Henry CountyRZach Lahn, RZach LahnRR+20.959.8%8,021
Clayton CountyRZach Lahn, RZach LahnRR+20.259.4%7,860
Tama CountyRZach Lahn, RZach LahnRR+12.155.3%7,200
Clay CountyRZach Lahn, RZach LahnRR+29.063.8%7,133
Hardin CountyRZach Lahn, RZach LahnRR+24.261.4%7,066
Kossuth CountyRZach Lahn, RZach LahnRR+29.664.1%7,018
Jefferson CountyDRob Sand, DRob SandDD+7.553.1%6,969
Mills CountyRZach Lahn, RZach LahnRR+25.762.2%6,889
Butler CountyRZach Lahn, RZach LahnRR+31.264.9%6,726
Harrison CountyRZach Lahn, RZach LahnRR+21.360.0%4,822
Floyd CountyRZach Lahn, RZach LahnRR+5.652.1%4,632
Hamilton CountyRZach Lahn, RZach LahnRR+11.054.8%4,600
Buena Vista CountyRZach Lahn, RZach LahnRR+10.854.7%4,565
O'Brien CountyRZach Lahn, RZach LahnRR+40.869.7%4,557
Allamakee CountyRZach Lahn, RZach LahnRR+12.455.5%4,436
Page CountyRZach Lahn, RZach LahnRR+21.660.1%4,432
Cass CountyRZach Lahn, RZach LahnRR+20.359.5%4,370
Grundy CountyRZach Lahn, RZach LahnRR+21.159.9%4,332
Lyon CountyRZach Lahn, RZach LahnRR+50.374.5%4,243
Crawford CountyRZach Lahn, RZach LahnRR+22.660.6%3,963
Guthrie CountyRZach Lahn, RZach LahnRR+17.157.8%3,957
Shelby CountyRZach Lahn, RZach LahnRR+24.061.3%3,940
Appanoose CountyRZach Lahn, RZach LahnRR+22.960.8%3,927
Chickasaw CountyRZach Lahn, RZach LahnRR+13.956.3%3,784
Cherokee CountyRZach Lahn, RZach LahnRR+23.761.2%3,699
Union CountyRZach Lahn, RZach LahnRR+14.456.5%3,642
Hancock CountyRZach Lahn, RZach LahnRR+26.462.5%3,604
Mitchell CountyRZach Lahn, RZach LahnRR+10.454.5%3,497
Wright CountyRZach Lahn, RZach LahnRR+15.357.0%3,466
Winnebago CountyRZach Lahn, RZach LahnRR+9.654.1%3,418
Sac CountyRZach Lahn, RZach LahnRR+30.264.4%3,309
Keokuk CountyRZach Lahn, RZach LahnRR+28.963.8%3,123
Louisa CountyRZach Lahn, RZach LahnRR+17.758.2%3,120
Calhoun CountyRZach Lahn, RZach LahnRR+23.961.3%3,094
Humboldt CountyRZach Lahn, RZach LahnRR+28.863.7%3,078
Montgomery CountyRZach Lahn, RZach LahnRR+19.859.2%3,074
Palo Alto CountyRZach Lahn, RZach LahnRR+21.460.0%3,023
Franklin CountyRZach Lahn, RZach LahnRR+20.559.6%2,967
Greene CountyRZach Lahn, RZach LahnRR+10.354.5%2,961
Howard CountyRZach Lahn, RZach LahnRR+9.754.2%2,938
Emmet CountyRZach Lahn, RZach LahnRR+20.759.7%2,907
Lucas CountyRZach Lahn, RZach LahnRR+25.862.2%2,818
Monona CountyRZach Lahn, RZach LahnRR+24.761.7%2,804
Clarke CountyRZach Lahn, RZach LahnRR+20.359.5%2,708
Worth CountyRZach Lahn, RZach LahnRR+7.453.0%2,598
Monroe CountyRZach Lahn, RZach LahnRR+27.563.1%2,519
Adair CountyRZach Lahn, RZach LahnRR+22.960.8%2,468
Davis CountyRZach Lahn, RZach LahnRR+30.964.8%2,399
Fremont CountyRZach Lahn, RZach LahnRR+23.060.8%2,299
Decatur CountyRZach Lahn, RZach LahnRR+24.261.4%2,264
Ida CountyRZach Lahn, RZach LahnRR+34.166.4%2,212
Van Buren CountyRZach Lahn, RZach LahnRR+33.366.0%2,200
Pocahontas CountyRZach Lahn, RZach LahnRR+31.264.9%2,170
Audubon CountyRZach Lahn, RZach LahnRR+16.657.6%1,968
Osceola CountyRZach Lahn, RZach LahnRR+44.571.6%1,955
Wayne CountyRZach Lahn, RZach LahnRR+33.966.3%1,895
Taylor CountyRZach Lahn, RZach LahnRR+32.465.5%1,869
Ringgold CountyRZach Lahn, RZach LahnRR+27.463.0%1,630
Adams CountyRZach Lahn, RZach LahnRR+23.361.0%1,294

Model

  1. Raw data

    2024 presidential baseline

    National R−D 1.5

    County presidential file. Not the 2026 result.

  2. Raw data

    Generic ballot

    D 50.8 R 42.6 R−D -8.2

    National Wikipedia aggregate, October 5, 2026. State generic ballots, where a public poll exists, replace a uniform national swing: ME, MI, NH, NY, OH. A state with no generic-ballot poll keeps the national number and is not assigned a neighbor's.

  3. Raw data

    Party identification

    Pew D+5 and Gallup D+10, blend R−D -7.3

    Pew NPORS 2026, identifiers plus leaners: Republican 43, Democratic 48. Gallup party identification plus leaners, first two quarters of 2026: Democratic 49, Republican 39. Pew is 55% of this blend and Gallup is 45%.

  4. Model input

    National block

    R−D -7.8

    60% generic ballot and 40% party identification. The swing versus the 2024 presidential margin is what gets transmitted.

  5. Model input

    Swing transmitted

    1.20 × -9.3 = -11.2

    Only the share of the national swing this state took in the last midterm is transmitted. Elasticity is shrunk halfway toward 1.

  6. Raw data

    2026 early vote

    None reported

    No verified 2026 returned-mail or in-person ballots for this state in the October 7 file. Nothing was imputed. Day-1 early vote is a signal, not a statewide margin. Applications and ballots that were only sent are not in this count. A day-1 pace gap is not a statewide margin.

  7. Model input

    History block

    R−D 11.1

    Weights 2018 5 / 2024 35 / 2020 20 / 2022 16. 2020 and 2022 results for this office are included in every state that had those races, including blowouts. A 2022 election is weighted ahead of 2018. If that office was not on the ballot, the 2020 result for the same office fills the year. Another office is not used. 2018 R+30.4 w5, 2022 open seat R+47.1 w16. No incumbent is on the ballot, so the 2022 result keeps 40 percent of its usual weight and 40 percent of its gap versus the 2024 presidential margin. The prior nominee's margin is not the open-seat baseline. This is the last result for the office, not the presidential margin. A 2024 county map is not copied forward unchanged. A 2018 model error is not used.

  8. Model input

    Electorate block

    R−D 0.9

    History reweighted by usual midterm turnout, plus half of the transmitted swing. Rural and presidential-only counties still move farther when the result is spread back to counties. Published ballots are the 2018 midterm canvass for this office, split by these modeled shares. They are not the 2024 presidential vote. The 2026 early-vote count is not inside this margin.

  9. Model input

    Turnout block

    R−D 4.6

    Each county is weighted by its 2018 ballots divided by its 2024 presidential ballots. Small counties shrink halfway toward the state median. 2020 mail shares are not used. No verified 2026 returned-mail or in-person ballots for this state in the October 7 file. Nothing was imputed. Day-1 early vote is a signal, not a statewide margin.

  10. Model input

    National environment

    R−D -2.6

    History plus the full transmitted swing from the 60/40 national block.

  11. Model input

    State environment

    R−D 1.4

    History plus 45% of the transmitted swing.

  12. Model input

    State partisan lean

    R−D 13.3

    The 2024 presidential margin of this state, or of this district for a House race. It is heavier than the old state-environment block and is not shrunk toward the polling term.

  13. Model input

    Trump popularity

    R−D -5.1

    New York Times approval average, October 7, 2026: 37% approve, 60% disapprove. Net approval -23. That is not a vote share. Four-tenths of the net is a margin, then scaled by this place's partisan lean (factor 0.56), so an unpopular president costs more in a Democratic state.

  14. Model input

    Candidate favorability

    R−D 0.0

    Open seat or no incumbent. Favorability is zero.

  15. Model input

    Demographics

    R−D -4.2

    County college, rural, and nonwhite shares from the 2018 election-context file change how much of the swing a county takes. No separate microdata file.

  16. Model input

    Finance

    R−D 4.7

    No sourced spending edge, so the block starts on history. With a poll, it shrinks toward the polling term with the other non-poll blocks.

  17. Model input

    Issues

    R−D 4.7

    No sourced issue score. Same treatment as finance.

  18. Model input

    Polling

    R−D -7.2

    Individual polls -8.8 (80%) and the Wikipedia average -8.5 (20%). Named support R−D -9. Allocated support R−D -8.7. Named support does not move. Only the undecided line is split, 53.4% Republican and 46.6% Democratic. That is the 2024 two-party Republican share 56.7 moved halfway to 50 and capped at 60/40. A named third-party vote stays third-party. Banned individual rows excluded: 1. State miss shrunk 40% toward zero: 1.50. Public pollsters: 6. Outliers: 0. Recency half-life 16 days. Sample weight n/(n+350). A registered-voter poll is 0.90. An internal poll, or a poll sponsored by one party, is weighted 0.20, and only when a public poll is also in the race. An internal-only file is dropped. A poll that names both parties is not an internal. A poll more than 8 points from the median of the others is cut in half.

  19. Model input

    Candidate

    R+0.00 reaches the result

    Open seat. No incumbency term. A negative popularity score is not added on top of the office baseline. No overperformance. An open seat, a scandal, or a missing incumbent gets none.

  20. Model input

    Halfway floor

    Not applied

    Not applied. At least three public polls from different pollsters, and none is an outlier.

  21. Model input

    Pooling

    35% of the way from each history block toward the polling term

    Otherwise the shrink is 35%.

  22. Model input

    Prediction market

    87% win probability

    Rob Sand 86.8% is a win probability, not a vote share. Republican win probability 13.3 from Kalshi 12.0% Republican; Polymarket 14.5% Republican. A price of 50 is a tie. Each point above 50 is 0.35 margin points, capped at 12, so the raw margin is -12.0. That margin is shrunk 40% toward the pre-market margin 0.8, which leaves -6.9. It enters once, at 2.5%. The polling term is not nudged. The market and the polls differ by more than 15 points of win probability, so the weight is half of 5% and the interval is wider.

  23. Model input

    State bend

    R−D -2.8

    IA is adjusted 2.8 points toward the Democrats after the blend, from 0.6 to -2.2. Florida takes less of a Democratic national swing. Iowa, Wisconsin, and Arizona are not left pinned to a red presidential lean when the race is close. A seat already 15 points the other way, or a House seat whose own lines are 6 points that way and the race is already 4 points that way, only moves 1.2.

  24. Model input

    Weights

    polling 21.0% · history 7.7% · candidate 7.6% · electorate 4.8% · stateEnv 4.8% · national 4.8% · turnout 2.8% · demographics 2.8% · finance 2.0% · issues 2.0% · stateLean 15.3% · trump 11.5% · favorability 10.5% · market 2.5%

    History is lighter. State partisan lean, Trump popularity, and candidate favorability are their own terms. A market, when it qualifies, scales every other weight and is not taken out of polling alone.

  25. County-sum margin

    -2.2

    This is the sum of the reporting units after each unit moved off its own history. It is not the poll average.

  26. 80% interval

    -12.8 to 8.4

    10th to 90th percentile of 50,000 draws. Poll, national, state, turnout, and candidate error.

  27. 95% interval

    -18.5 to 14.2

    2.5th to 97.5th percentile. Senate and governor state errors in the same state share a correlation of 0.30. The band shown is the marginal interval.

Wikipedia, 2026 United States gubernatorial elections (general-election infobox) thehill.com/homenews/state-watch/5244795-iowa-gov-reynolds-announcement/?tbref=hp