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

OH-7 · House

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

Lean D
79%
Brian Poindexter
Democrat
21%
Max Miller
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+7.6
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+9.0
experience gap−5.5
outside money balance+2.2
total outside/party money+1.1
moved from other state share−0.9

The district, in brief

Ohio's 7th, whose description in the text is truncated, includes Medina, Ashland and Wooster. The facts on file mark the district as redrawn for 2026, on a map first used this cycle; the text does not describe how the lines changed and gives no presidential result for the district.

The incumbent is Republican Max Miller, re-elected with 51.10% of the vote in 2024; his only primary rival, Jonah Schulz, withdrew and the text gives no Republican primary result. The Democratic nominee is Brian Poindexter, described in a garbled line as a Brook Park city councilman, who won an eight-way primary with 37.0% over Ed FitzGerald (21.6%), the former Cuyahoga County executive, and six others. Two independent write-ins, Andrey Martinichin and Thahbia Asad, are listed. As of June 30, 2026 Miller had raised $2,142,561 with $1,379,131 on hand, against $603,155 raised and $312,290 on hand for Poindexter.

In late July 2026 Miller faced calls from state and national Republicans to drop out after national news reports of abuse allegations by his ex-wife, which he denies; he sued her for defamation. He remained in the race as of August 8, 2026, which the text says means under Ohio law the party can no longer replace him on the ballot. The Cook Political Report and Inside Elections (both August 10, 2026) and Sabato's Crystal Ball (August 8, 2026) rate the seat Tossup; Decision Desk HQ is listed (July 14, 2026) with no ranking shown. Four district polls are recorded: Bedrock Polling (D), August 7–10 (866 LV), Poindexter 43%, Miller 35%; co/efficient (R), August 5–6 (615 LV), Poindexter 47%, Miller 33%; Tavern Research (D), August 4–5 (635 LV), Poindexter 54%, Miller 46%; and co/efficient (R), June 16–20 (500 LV), Miller 44%, Poindexter 43%. Generic tests from Bedrock and Tavern ran 44% to 43% and 50% to 50%.

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
Max Miller (R)The incumbent is Republican Max Miller, who was re-elected with 51.10% of the vote in 2024.
Open seat
noThe incumbent is Republican Max Miller
Democratic nominee
Brian Poindextercandidate: Brian Poindexter votes: 23,167 percentage: 37.0
Republican nominee
Max MillerMax Miller, incumbent U.S. representative (2023–present)
Democrat's background
Brook Park city councilman (the text's Democratic nominee line is garbled; this description sits where it would be)candidate: Brook Park city councilman ====Eliminated in primary==== *John Butchko
Republican's background
incumbent U.S. representative (2023–present)Max Miller, incumbent U.S. representative (2023–present)
Last result
Miller re-elected with 51.10% in 2024who was re-elected with 51.10% of the vote in 2024
Lines
Description truncated; the text names Medina, Ashland and Wooster; facts mark the district redrawn for 2026Medina, Ashland, and Wooster. The incumbent is Republican Max Miller
Primaries
Miller's only Republican rival, Jonah Schulz, withdrew (results not in the text); Poindexter won an eight-way Democratic primary with 37.0% over Ed FitzGerald (21.6%), Laura Rodriguez-Carbone (12.3%), Michael Eisner (11.8%) and Ann Marie Donegan (10.5%)candidate: Brian Poindexter votes: 23,167 percentage: 37.0
Raters
Cook: Tossup (Aug 10, 2026); Inside Elections: Tossup (Aug 10, 2026); Sabato's Crystal Ball: Tossup (Aug 8, 2026); Decision Desk HQ listed (July 14, 2026) with no ranking shownThe Cook Political Report Tossup August 10, 2026
Money
As of June 30, 2026: Miller raised $2,142,561 with $1,379,131 on hand; Poindexter raised $603,155 with $312,290 on handMax Miller (R) $2,142,561 $937,959 $1,379,131
Also
In late July 2026 Miller faced calls from state and national Republicans to drop out after news reports of abuse allegations by his ex-wife, which he denies; he sued her for defamationIn late July 2026, Miller began to face calls from state and national Republicans to drop out of the race following national news reports of abuse allegations by his ex-wife.
Miller remained in the race past August 8, 2026, which under Ohio law means the Republican Party can no longer replace him on the general-election ballotAccording to Ohio state law, this means the Republican Party can no longer replace him as the candidate on the general election ballot.
Four district polls: Bedrock Polling (D), Aug 7–10, 2026, 866 LV: Miller 35%, Poindexter 43%, other 6%, undecided 16%; co/efficient (R), Aug 5–6, 615 LV: Miller 33%, Poindexter 47%, undecided 20%; Tavern Research (D), Aug 4–5, 635 LV: Miller 46%, Poindexter 54%; co/efficient (R), June 16–20, 500 LV: Miller 44%, Poindexter 43%, undecided 13%Bedrock Polling (D) August 7–10, 2026 866 (LV)
Generic tests: Bedrock (Aug 7–10) generic Republican 44%, Poindexter 39%, generic Libertarian 1%; generic Republican 44%, generic Democrat 43%, generic Libertarian 2%; Tavern Research (Aug 4–5) generic Republican 50%, generic Democrat 50%Brian Poindexter vs. generic Republican vs. generic Libertarian
Ed FitzGerald, former Cuyahoga County executive and 2014 nominee for governor, was eliminated in the Democratic primaryEd FitzGerald, former Cuyahoga County executive (2011–2015) and nominee for governor in 2014
Independent write-ins Andrey Martinichin, a nurse, and Thahbia Asad are listed; Libertarian write-in Brian Duvall-Gambino was eliminated with 23 votes and no Libertarian appears in the general-election table==== Write-ins ==== * Andrey Martinichin, nurse * Thahbia Asad

Not in the source: The text is garbled: the district description's opening, the Republican primary results table and the Democratic nominee's own line are missing, so Poindexter's background is inferred from a stray description.; The text gives no presidential results for the district on any lines.; The text does not say how the 2026 map changed the district, only that the facts mark it as redrawn.; The four district polls are on Wikipedia but the model's basis records no district polls; the model predates the August ratings moves to Tossup.; Decision Desk HQ's ranking cell is empty in the text.; The text lists no endorsements for either nominee.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 568e9f52653f; 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

Max L. Miller (Republican), in this chamber since 2023, 2 terms. Committees: House Committee on Ways and Means; House Committee on Foreign Affairs.

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+9.9D+7.6D+4.1

A shift of 5.8 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 degree56%64% / 43%49%18%
White, degree33%87% / 67%44%73%
Black3%63% / 31%2%93%
Hispanic3%46% / 23%1%67%
Asian3%41% / 28%2%73%
Other / multiracial2%68% / 46%2%68%

Of about 559,486 adults 25 and over. In 2020 the district voted 45.1% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 46.2% Democratic: the midterm electorate alone moves the margin 2.2 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
Miller, Max (REP)
incumbent
$2,142,562$1,379,13231%0%$0$345,414
Poindexter, Brian (DEM)
challenger
$603,156$312,29027%0%$772,351$0
Fitzgerald, Edward O'Donnell (DEM)
challenger · not on our roster
$281,272$-76,2460%9%$0$75,335
Eisner, Michael (DEM)
challenger · not on our roster
$69,931$00%2%$0$0
Schulz, Scott (DEM)
challenger · not on our roster
$30,866$00%0%$0$0
Schulz, Jonah (REP)
challenger · not on our roster
$15,510$00%0%$0$0
Rodriguez-Carbone, Laura D (DEM)
challenger · not on our roster
$13,122$02%58%$0$0
Gibbs, Robert (REP)
incumbent · not on our roster
$5,167$190,5130%0%$0$0

FEC bulk candidate summaries through June 30, 2026; $1,193,100 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+37.6%34.9%+2.7 pts
White, non-Hispanic86.1%58.2%+27.9 pts
Black, non-Hispanic3.2%12.0%-8.7 pts
Hispanic or Latino4.1%19.0%-14.9 pts
Asian, non-Hispanic3.1%5.8%-2.7 pts
Foreign-born6.9%13.9%-7.0 pts
Median age43.839.24.6
Median household income$89,621$84,362$+5,260
Median home value$247,920$379,737$-131,817
Owner-occupied homes77.1%65.1%+12.0 pts
Unemployment, July 2026 (BLS county data)3.1%4.4%-1.3 pts
Change in unemployment, past 12 months-1.2 pts——
Change since the last election (24 months)-1.3 pts——
Unemployment (ACS)3.6%5.2%-1.6 pts
Federal government workers2.1%2.6%-0.6 pts
Work from home13.3%13.5%-0.2 pts
Households on SNAP6.8%11.8%-5.0 pts
Households with Social Security income34.0%31.2%+2.7 pts
Households with public assistance income1.7%2.7%-1.0 pts
Moved in from another state, past year1.2%2.3%-1.1 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$70,588$73,248$-2,660
Per-capita income growth since 2019, nominal, 202432.7%32.0%+0.7 pts
Government and other transfers, share of income, 202419.6%19.6%+0.0 pts
Social Security, share of income, 20226.3%5.8%+0.4 pts
Medicare, share of income, 20224.9%4.5%+0.4 pts
Medicaid, share of income, 20224.2%4.0%+0.3 pts
SNAP, share of income, 20220.7%0.6%+0.1 pts
Earned Income Tax Credit, share of income, 20220.3%0.4%-0.0 pts
Veterans' benefits, share of income, 20220.5%0.9%-0.3 pts
Federal civilian jobs, share of all jobs, 20221.3%1.3%-0.0 pts
Military jobs, share of all jobs, 20220.4%0.9%-0.5 pts

ACS 5-year 2023, assembled from census tracts by the 2020 population of their blocks inside the current lines, because the Bureau has not tabulated these lines; medians are population-weighted means of tract medians. 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?

79%
Brian Poindexter
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+7.5
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -7.7 to +22.6 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 (D+5.6): 9.0 pts toward the Democrat; experience gap (-3 levels, D minus R): 5.5 pts toward the Republican; outside money balance: 2.2 pts toward the Democrat; total outside/party money: 1.1 pts toward the Democrat; moved from other state share (1.1%): 0.9 pts toward the Republican.

How sure is it, and of what?

Total sd 9.22 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).