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?

Indiana › U.S. House of Representatives · November 3, 2026 · Updated Oct 16, 2026

Indiana's 4th District

Baird is very likely to win: Baird wins in more than 99 of every 100 simulations.

Cox (D)
<1%
chance of winning
Baird (R)
>99%
Average margin
R+21.9
80% of outcomes
R+31 to R+14
Partisan lean
R+30
Polls
No pollsmodel only

Baird is very likely to win: Baird wins in 49 of every 50 simulations.

Cox (D)
1%
chance of winning
Baird (R)
99%
Average margin
R+22.4
80% of outcomes
R+34 to R+11
Partisan lean
R+30
Polls
No pollsmodel only

Range of outcomes

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

R+21.9R+40R+20EvenD+20D+40
R+22.4R+40R+20EvenD+20D+40

How the odds have moved

Chance of winning by forecast date.

0%25%50%75%100%AugSepOctNovNov 3Cox <1%Baird >99%

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

0%25%50%75%100%AugSepOctNovNov 3Cox 1%Baird 99%

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

The candidates

Democratic

Drew Cox

Veteran and instructor at Purdue University

Experience
No elected office
Raised
$54.1K
From individuals
$51.1K
Spent
$41.5K
Cash on hand
$12.6K

Money: FEC, through Sep 30, 2026.

Profile and career

RepublicanIncumbent

Jim Baird

Incumbent U.S. representative

Experience
Statewide office or Congress
Raised
$358.3K
From individuals
$159.1K
Spent
$481.3K
Cash on hand
$91.6K

Money: FEC, through Jun 30, 2026.

Profile and career · Wikipedia

What goes into the forecast

Every ingredient's estimate of the final margin.

National environment
D+9.5Election Day forecast; federal races run in it
Swing reaching this office
78%Of a shift in the environment, from past House races since 2016
Midwest adjustment
+1.4How House races in the region have run against lean and environment lately
← RepublicanDemocratic →Lean + environmentUsual vote, shifted by 78% of the environment andthe Midwest adjustmentR+21.1Fundamentals modelAdds incumbency, past results, money andexperienceR+22.3Polls in similar placesPolling of similar races in Indiana and look-alikeplacesR+20.9Polling averageNo polls of this racenot availableHorizon forecastPolls + fundamentals, projected to Election DayR+21.9Pulse forecastPolls (and polling of similar places) only, todayR+22.4

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)-0.91
Elected-experience edge-1
First-term incumbent0
Seat's last result vs. expectation-1.25
Incumbent's last result vs. expectation-1.25

Polls

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

The district

Lean R+30: how much more Democratic or Republican than the nation it votes for president.

Presidential vote

← RepublicanDemocratic →2016 presidentR+38.1R+40.3 vs. nation2020 presidentR+30.2R+34.7 vs. nation2024 presidentR+29.9R+28.4 vs. nation

Precinct results re-aggregated to the current district lines.

Who lives here

Population
772,010
People per km²
49
Adults with a B.A.+
32%
White, no degree
58%of adults
  • White 81%
  • Hispanic 8%
  • Black 5%
  • Asian 3%
  • Other / multiracial 4%

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

395,950 votes · R+33.8
✓ James R. Baird (R)64.1%
Derrick Holder (D)31.7%
Ashley Groff (L)4.2%

2024 President Vote in this district

328,201 two-party votes · R+29.9 · R+28.4 vs. the nation
✓ Donald Trump (R)64.9%
Kamala Harris (D)35.1%

2022

197,698 votes · R+36.4
✓ James R Baird (R)68.2%
Roger D Day (D)31.8%

2020 Earlier district lines

338,515 votes · R+33.2
✓ James R Baird (R)66.6%
Joe Mackey (D)33.4%

2020 President Vote in this district

344,571 two-party votes · R+30.2 · R+34.7 vs. the nation
✓ Donald Trump (R)65.1%
Joe Biden (D)34.9%

2018 Earlier district lines

244,472 votes · R+28.1
✓ Jim Baird (R)64.1%
Tobi Beck (D)35.9%

2016 Earlier district lines

299,445 votes · R+35.9
✓ Todd Rokita (R)64.6%
John Dale (D)30.5%
Steven M Mayoras (L)4.9%

2016 President Vote in this district

315,185 two-party votes · R+38.1 · R+40.3 vs. the nation
✓ Donald Trump (R)69.0%
Hillary Clinton (D)31.0%