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

MI-8 · House

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

Safe D
98%
Kristen McDonald Rivet
Democrat
2%
Thomas J. Smith
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+17.0
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
PAC money balance+9.3
experience gap+3.4
2024 presidential lean+2.9
Democrat's experience+1.9
snap share income+1.3

The district, in brief

Michigan's 8th district centers on the Saginaw Bay and includes the cities of Flint, Saginaw, Bay City and Midland. The lines are unchanged for 2026; the map was first used in 2022.

The incumbent is Democrat Kristen McDonald Rivet, elected with 51.3% of the vote in 2024 and unopposed in her primary. The Republican nominee is Tom Smith, a retired engineer, who suspended his campaign during the primary and endorsed Alfred Lemmo but did not meet the deadline to be removed from the ballot; he nonetheless won the Republican primary with 50.44% over Amir Hassan (33.18%) and Lemmo (16.38%). The text says Smith had until August 24 to decline the nomination and be removed from the general-election ballot, and still lists him as the Republican candidate. Libertarian, Green and Working Class candidates are also listed. As of July 15, 2026 McDonald Rivet had raised $5,644,876 with $4,254,099 on hand; the text gives no fundraising for Smith, while Hassan had raised $727,342 and Lemmo $220,292.

Every rater listed calls the seat D: Decision Desk HQ (September 25, 2026), the Cook Political Report (August 25, 2026), Inside Elections (August 6, 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
Kristen McDonald Rivet (D)The incumbent is Democrat Kristen McDonald Rivet, who was elected with 51.3% of the vote in 2024.
Open seat
noThe incumbent is Democrat Kristen McDonald Rivet
Democratic nominee
Kristen McDonald RivetKristen McDonald Rivet, incumbent U.S. representative (2025–present)
Republican nominee
Thomas J. (Tom) Smith, who suspended his campaign during the primaryTom Smith, retired engineer (suspended campaign during the primary and endorsed Lemmo)
Democrat's background
incumbent U.S. representative (2025–present)Kristen McDonald Rivet, incumbent U.S. representative (2025–present)
Republican's background
retired engineerTom Smith, retired engineer (suspended campaign during the primary and endorsed Lemmo)
Last result
McDonald Rivet elected with 51.3% in 2024who was elected with 51.3% of the vote in 2024
Primaries
McDonald Rivet unopposed in the Democratic primary (104,783 votes); Smith won the Republican primary with 50.44% despite having suspended his campaign, over Amir Hassan (33.18%) and Alfred Lemmo (16.38%)candidate: Thomas J. Smith (suspended campaign) party: Republican Party (United States) votes: 31,283 percentage: 50.44
Raters
Decision Desk HQ: D (September 25, 2026); Cook: D (August 25, 2026); Inside Elections: D (August 6, 2026); Sabato's Crystal Ball: D (May 26, 2026); The Economist: D (May 22, 2026)Decision Desk HQ D September 25, 2026 The Cook Political Report D August 25, 2026
Money
As of July 15, 2026: McDonald Rivet raised $5,644,876 with $4,254,099 on hand. Republicans Amir Hassan raised $727,342 and Alfred Lemmo $220,292; no figures for SmithKristen McDonald Rivet (D) $5,644,876 $1,407,807 $4,254,098
Also
Smith suspended his campaign and endorsed Lemmo but missed the deadline to be removed from the primary ballot; he had until August 24 to decline the nomination to be removed from the general-election ballotSmith did not meet the deadline to be removed from the primary ballot. He had until August 24 to decline the nomination in order to be removed from the general election ballot.
Smith remains listed as the Republican candidate in the general-election results tableparty: Republican Party (United States) candidate: Thomas J. Smith
Amir Hassan, a former Navy officer and federal law enforcement officer, was the best-funded Republican and was eliminated in the primaryAmir Hassan, former Navy officer and federal law enforcement officer
Also on the general-election ballot: C. Mia Pettus (Libertarian), Jim Casha (Green) and Kathy Goodwin (Working Class)party: Libertarian Party (United States) candidate: C. Mia Pettus

Not in the source: The text does not say whether Smith declined the nomination by the August 24 deadline or whether the Republicans have a replacement nominee; it still lists him as the candidate.; 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.; No fundraising figures are given for the Republican nominee, Tom Smith.; Ratings are given only as 'D' 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

Kristen McDonald Rivet (Democrat), in this chamber since 2025, 1 term. Committees: House Committee on Transportation and Infrastructure; House Committee on Agriculture.

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
PresidentD+0.9D+1.7R+2.4

A shift of 3.3 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 degree58%60% / 54%52%29%
White, degree20%82% / 84%28%72%
Black14%62% / 65%15%94%
Hispanic4%41% / 40%3%74%
Asian1%23% / 26%0%72%
Other / multiracial3%64% / 61%3%68%

Of about 539,860 adults 25 and over. In 2020 the district voted 51.0% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 52.8% Democratic: the midterm electorate alone moves the margin 3.5 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
Mcdonald Rivet, Kristen (DEM)
incumbent
$5,644,876$4,254,09927%0%$13,889$0
Hassan, Amir (REP)
challenger · not on our roster
$727,343$104,50115%4%$0$0
Smith, Thomas James Mr (REP)
challenger
$243,238$219,7990%3%$0$0
Lemmo, Alfred (REP)
challenger · not on our roster
$220,313$00%100%$0$0
Junge, Paul (REP)
open seat · not on our roster
$29,021$00%0%$0$0
Blank, Martin (REP)
open seat · not on our roster
$4,000$500%100%$0$0
Bishop, Mike (REP)
incumbent · not on our roster
$1,000$15,5080%0%$0$0

FEC bulk candidate summaries through August 24, 2026; $13,889 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+24.3%34.9%-10.6 pts
White, non-Hispanic74.2%58.2%+16.0 pts
Black, non-Hispanic14.9%12.0%+2.9 pts
Hispanic or Latino5.5%19.0%-13.5 pts
Asian, non-Hispanic1.1%5.8%-4.7 pts
Foreign-born2.5%13.9%-11.4 pts
Median age41.339.22.1
Median household income$61,521$84,362$-22,841
Median home value$161,200$379,737$-218,537
Owner-occupied homes72.9%65.1%+7.8 pts
Unemployment, July 2026 (BLS county data)5.6%4.4%+1.2 pts
Change in unemployment, past 12 months-1.2 pts——
Change since the last election (24 months)-0.8 pts——
Unemployment (ACS)7.0%5.2%+1.8 pts
Federal government workers1.5%2.6%-1.2 pts
Work from home8.9%13.5%-4.5 pts
Households on SNAP17.7%11.8%+5.9 pts
Households with Social Security income38.9%31.2%+7.7 pts
Households with public assistance income3.1%2.7%+0.4 pts
Moved in from another state, past year1.1%2.3%-1.3 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$54,953$73,248$-18,295
Per-capita income growth since 2019, nominal, 202428.5%32.0%-3.5 pts
Government and other transfers, share of income, 202429.5%19.6%+9.9 pts
Social Security, share of income, 202210.0%5.8%+4.1 pts
Medicare, share of income, 20227.2%4.5%+2.7 pts
Medicaid, share of income, 20225.3%4.0%+1.3 pts
SNAP, share of income, 20221.2%0.6%+0.6 pts
Earned Income Tax Credit, share of income, 20220.5%0.4%+0.1 pts
Veterans' benefits, share of income, 20220.9%0.9%+0.1 pts
Federal civilian jobs, share of all jobs, 20220.8%1.3%-0.5 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?

98%
Kristen McDonald Rivet
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+17.0
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +3.0 to +30.7 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: PAC money balance: 9.3 pts toward the Democrat; experience gap (+4 levels, D minus R): 3.4 pts toward the Democrat; 2024 presidential lean (R+0.5): 2.9 pts toward the Democrat; Democrat's experience (incumbent): 1.9 pts toward the Democrat; snap share income (1.1%): 1.3 pts toward the Democrat.

How sure is it, and of what?

Total sd 8.39 points, made of the seat's own volatility 90%, correlated polling error 10%. 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).