FutureBallotU.S. election forecasts, with every number traced to its source

MI-5 · House

election-day forecast · ground-up model · as of 2026-10-02

Safe R
1%
Christian Vukasovich
Democrat
99%
Tim Walberg
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+20.1
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean−9.2
2024 House lean−6.1
experience gap−2.2
asian share−1.3
PAC money balance−0.8

The district, in brief

Michigan's 5th district is located in southern Michigan and covers the state's entire border with both Indiana and Ohio. The lines are unchanged for 2026; the map was first used in 2022.

The incumbent is Republican Tim Walberg, who served from 2007 to 2009 and again since 2011, and who was re-elected with 65.7% of the vote in 2024. The Democratic nominee is Christian Vukasovich, a college professor. Both were unopposed in their primaries: Walberg drew 77,105 votes and Vukasovich 64,425. The Green nominee, James Bronke, was the party's nominee for the district in 2024; Libertarian and Constitution candidates are also listed. As of July 15, 2026 Walberg had raised $1,742,399 with $993,833 on hand; Vukasovich had raised $55,756 with $13,290 on hand.

Every rater listed calls the seat R: Decision Desk HQ (July 14, 2026), the Cook Political Report (May 13, 2026), Inside Elections (May 21, 2026), Sabato's Crystal Ball (May 26, 2026) and The Economist (May 22, 2026). The text records no district polls.

A paragraph quoting a model forecast from the day this brief was written is omitted; the current forecast is at the top of this page.

The facts, each beside its sentence

Incumbent
Tim Walberg (R)The incumbent is Republican Tim Walberg, who was re-elected with 65.7% of the vote in 2024.
Open seat
noThe incumbent is Republican Tim Walberg
Democratic nominee
Christian Vukasovichcandidate: Christian Vukasovich party: Democratic Party (United States) votes: 64,425
Republican nominee
Tim WalbergTim Walberg, incumbent U.S. representative (2007–2009, 2011–present)
Democrat's background
college professor====Nominee==== *Christian Vukasovich, college professor
Republican's background
incumbent U.S. representative (2007–2009, 2011–present)Tim Walberg, incumbent U.S. representative (2007–2009, 2011–present)
Last result
Walberg re-elected with 65.7% in 2024who was re-elected with 65.7% of the vote in 2024
Primaries
Both nominees unopposed: Walberg 77,105 votes in the Republican primary; Vukasovich 64,425 in the Democratic primarycandidate: Tim Walberg (incumbent) party: Republican Party (United States) votes: 77,105 percentage: 100.0
Raters
Decision Desk HQ: R (July 14, 2026); Cook: R (May 13, 2026); Inside Elections: R (May 21, 2026); Sabato's Crystal Ball: R (May 26, 2026); The Economist: R (May 22, 2026)Decision Desk HQ R July 14, 2026 The Cook Political Report R May 13, 2026
Money
As of July 15, 2026: Walberg raised $1,742,399 with $993,833 on hand; Vukasovich raised $55,756 with $13,290 on handTim Walberg (R) $1,742,399 $1,658,017 $993,833
Also
The Green nominee is James Bronke, a retired engineer who was the party's nominee for the district in 2024James Bronke, retired engineer and nominee for this district in 2024
Jacob Vravis withdrew from the Democratic primary====Withdrawn==== *Jacob Vravis, support specialist
Also on the general-election ballot: Ronald A. Muszynski (Libertarian) and Sharon Marie Reiner (Constitution)party: Libertarian Party (United States) candidate: Ronald A. Muszynski

Not in the source: The text gives no presidential results for the district.; No district polls appear in the text, and the model's basis says it has none.; Ratings are given only as 'R' with no Lean/Likely/Safe gradation; the endorsements sections are empty.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 82a813f5fb6d; written by claude-fable-5-1 (batch reader) on 2026-09-30 and checked mechanically: every quote occurs verbatim in the archived text, every number in the brief occurs in the inputs. No probability here is the reader's.

Who holds the seat now

Tim Walberg (Republican), in this chamber since 2007, 9 terms. Committees: House Committee on Natural Resources; House Committee on Education and Workforce (Chair).

From the congress-legislators dataset (CC0), archived as ae8cb9477c48. For a Senate race this lists both of the state's senators; the one whose term ends in the election year holds the seat on the ballot. For a House district redrawn for 2026 it is the member elected under the old lines with this number, who may be running elsewhere; the dossier above names who is running here.

How it has voted for president

Two-party margin201620202024
PresidentR+23.7R+21.7R+24.7

A shift of 1.1 points toward the Republicans from 2016 to 2024. county returns placed on the current lines by 2020 block population; MEDSL county file (2016), an MIT-licensed county file (2020, checked against certified state results) and MEDSL precinct returns (2024). For a district split across counties this is an estimate, and where the state published the exact 2024 figure for these lines, that exact figure is the one the model uses.

Who are the voters?

Group (adults 25+)Share of adultsTurnout 2020 / midtermShare of a midterm electorateEst. Democratic share, 2020
White, no degree69%60% / 54%62%22%
White, degree21%82% / 84%29%65%
Black3%62% / 65%4%92%
Hispanic4%41% / 40%3%65%
Asian1%23% / 26%0%65%
Other / multiracial3%64% / 61%3%60%

Of about 534,590 adults 25 and over. In 2020 the district voted 37.7% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 39.1% Democratic: the midterm electorate alone moves the margin 2.8 points toward Democrats. Group shares are estimated from how results vary across the state's census tracts (ecological inference, anchored to Pew's 2020 validated-voter figures) and calibrated to this district's actual 2020 vote; turnout is the Census survey's state rate by race and national rate by education, whose state samples carry margins of several points.

Not answered here: how each group will vote in 2026. These are 2020 preferences; this profile is description, not yet an input to the forecast.

The money

CandidateRaisedCash on handPAC shareSelf-fundedOutside $ forOutside $ against
Walberg, Timothy L Rep (REP)
incumbent
$1,742,399$993,83345%0%$239$0
Vukasovich, Christian A (DEM)
challenger
$55,756$13,2900%0%$0$0
Urban, Libbi Deann Ms (DEM)
challenger · not on our roster
$20$-00%0%$0$0

FEC bulk candidate summaries through July 15, 2026; $239 of independent expenditures for or against these candidates this cycle (FEC Schedule E, types 24E and 24A), which is the parties' and outside groups' own revealed view of whether this seat is in play.

The district in numbers

MeasureDistrictNationDifference
Bachelor's degree or higher, 25+23.3%34.9%-11.6 pts
White, non-Hispanic85.7%58.2%+27.5 pts
Black, non-Hispanic3.9%12.0%-8.1 pts
Hispanic or Latino5.3%19.0%-13.7 pts
Asian, non-Hispanic0.7%5.8%-5.1 pts
Foreign-born2.9%13.9%-10.9 pts
Median age42.339.23.1
Median household income$68,201$84,362$-16,161
Median home value$192,000$379,737$-187,737
Owner-occupied homes78.6%65.1%+13.5 pts
Unemployment, July 2026 (BLS county data)5.1%4.4%+0.7 pts
Change in unemployment, past 12 months-0.9 pts——
Change since the last election (24 months)-1.2 pts——
Unemployment (ACS)5.3%5.2%+0.1 pts
Federal government workers1.2%2.6%-1.4 pts
Work from home8.2%13.5%-5.3 pts
Households on SNAP11.2%11.8%-0.6 pts
Households with Social Security income38.1%31.2%+6.9 pts
Households with public assistance income2.4%2.7%-0.2 pts
Moved in from another state, past year2.0%2.3%-0.3 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$55,516$73,248$-17,732
Per-capita income growth since 2019, nominal, 202430.8%32.0%-1.1 pts
Government and other transfers, share of income, 202425.9%19.6%+6.3 pts
Social Security, share of income, 20229.3%5.8%+3.4 pts
Medicare, share of income, 20225.9%4.5%+1.4 pts
Medicaid, share of income, 20224.1%4.0%+0.1 pts
SNAP, share of income, 20220.8%0.6%+0.2 pts
Earned Income Tax Credit, share of income, 20220.4%0.4%+0.0 pts
Veterans' benefits, share of income, 20220.8%0.9%-0.0 pts
Federal civilian jobs, share of all jobs, 20220.7%1.3%-0.6 pts
Military jobs, share of all jobs, 20220.3%0.9%-0.6 pts

ACS 5-year 2023, the Census Bureau's own tabulation of this district (118th Congress lines). Unemployment is the BLS county series placed on the district by block population, not seasonally adjusted, so changes are same-month comparisons. Income, transfers and jobs are BEA county accounts placed the same way, compared with the average district. Every other figure is a named column of a named table in the Bureau's summary file, archived before it was read. This is what a reader knows about a district before looking at a poll; the model does not yet use it, and whether it should is a registered question.

Who is favoured, and by how much?

99%
Tim Walberg
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
-20.2
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -34.1 to -6.2 points, D-R. It is wide because this district has never been polled.

What is this built on?

A model trained on every contested House race 2012-2024 predicts this district's lean from its own record: presidential and House results on the current lines, incumbency, both candidates' prior offices, outside and party money before 1 October, demographics and public-assistance shares from the Census release before the election, local unemployment and income, and religious tradition. The national margin comes from presidential approval, the economy, the midterm penalty and the generic ballot corrected for its measured lean. Draws share national and state errors, so the seat total and this district come from the same simulation.

Not answered here: district polls, which are not yet folded in.

Why does the model say this?

Each figure is how far this district's predicted lean moves when that one feature is set to the typical value across 2026 districts, everything else held: 2024 presidential lean (R+25.9): 9.2 pts toward the Republican; 2024 House lean (R+30.7): 6.1 pts toward the Republican; experience gap (-4 levels, D minus R): 2.2 pts toward the Republican; asian share (0.7%): 1.3 pts toward the Republican; PAC money balance: 0.8 pts toward the Republican.

How sure is it, and of what?

Total sd 8.50 points, made of the seat's own volatility 89%, correlated polling error 11%. The decomposition is stored with the forecast rather than reconstructed, so a probability whose dominant input is a placeholder is visibly that.

Not answered here: a nowcast. 'If ballots were cast today' needs something that observes today, and for a House district nothing does. Publishing the election-day figure under both labels would make one forecast look like two.

How was this number made?

Run 6f211e6f-2bdc-4dda-8f72-81fc628dab0b, house_district_prior/0.2.0, as of 2026-10-02. Promoted by a pre-registered gate: on 2016-2022 its Brier score was 0.036 against 0.049 for the previous method, and on a single 2024 run 0.023 against 0.032 (experiments/district_gate_result.md, with an independent review).