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 › Iowa House of Representatives · State legislature · November 3, 2026 · Updated Oct 16, 2026

Iowa House District 41

Projected flip: Republican-held seat, Democrats favored (78%).

Buck is favored to win: Buck wins in about 4 of every 5 simulations.

Buck (D)
78%
chance of winning
Weldon (R)
22%
Average margin
D+5.8
80% of outcomes
R+4 to D+16
Partisan lean
R+3
Polls
No pollsmodel only

Projected flip: Republican-held seat, Democrats favored (67%).

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

Buck (D)
67%
chance of winning
Weldon (R)
33%
Average margin
D+4.2
80% of outcomes
R+9 to D+17
Partisan lean
R+3
Polls
No pollsmodel only

Range of outcomes

Final margin across our simulations; the white dashes mark the middle 80%.

D+5.8R+30R+20R+10EvenD+10D+20D+30
D+4.2R+30R+20R+10EvenD+10D+20D+30

How the odds have moved

Chance of winning by forecast date.

0%25%50%75%100%AugSepOctNovNov 3Buck 78%Weldon 22%

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

0%25%50%75%100%AugSepOctNovNov 3Buck 67%Weldon 33%

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
+1.4Polls for governor, statewide and legislative races · details
Environment here
D+10.9Used by the fundamentals
Swing reaching this office
58%Of a shift in the environment, from past legislative races since 2016
Midwest adjustment
+0.3How legislative races in the region have run against lean and environment lately
← RepublicanDemocratic →Lean + environmentUsual vote, shifted by 58% of the environment andthe Midwest adjustmentD+6.4Fundamentals modelAdds incumbency, past results, money andexperienceD+5.8Polls in similar placesPolling of similar races in Iowa and look-alikeplacesD+5.8Polling averageNo polls of this racenot availableHorizon forecastPolls + fundamentals, projected to Election DayD+5.8Pulse forecastPolls (and polling of similar places) only, todayD+4.2

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)0.21
Elected-experience edge0
First-term incumbent0
Seat's last result vs. expectation4.39
Incumbent's last result vs. expectation4.39

Polls

No public polls of this race. The forecast relies on fundamentals and on polling of similar places in the state.

The district

Lean R+3: how much more Democratic or Republican than the nation it votes for president.

Presidential vote

← RepublicanDemocratic →2016 presidentR+6.6R+8.8 vs. nation2020 presidentD+0.7R+3.9 vs. nation2024 presidentR+3.5R+2.0 vs. nation

Precinct results re-aggregated to the current district lines.

Who lives here

Population
24,920
People per km²
651
Adults with a B.A.+
60%
White, no degree
36%of adults
  • White 86%
  • Hispanic 3%
  • Black 2%
  • Asian 6%
  • Other / multiracial 3%

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

Past results

Results in the same-numbered district; earlier elections may have used different lines.

2024

21,309 votes · R+0.6
✓ Ryan Weldon (R)50.2%
Molly Buck (D)49.6%

2024 President Vote in this district

21,512 two-party votes · R+3.5 · R+2.0 vs. the nation
✓ Donald Trump (R)51.8%
Kamala Harris (D)48.2%

2022

15,290 votes · D+0.8
✓ Molly Buck (D)50.4%
Marvis Landon (R)49.5%

2020 Earlier district lines

14,243 votes · Uncontested by the other party
✓ Jo Oldson (D)97.7%
Writein (—)2.3%

2020 President Vote in this district

18,875 two-party votes · D+0.7 · R+3.9 vs. the nation
✓ Joe Biden (D)50.3%
Donald Trump (R)49.7%

2016 President Vote in this district

13,335 two-party votes · R+6.6 · R+8.8 vs. the nation
✓ Donald Trump (R)53.3%
Hillary Clinton (D)46.7%