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

MD-1 · House

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

Likely R
9%
Dan Schwartz
Democrat
91%
Andy Harris
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+11.5
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 House lean−3.1
2024 presidential lean−2.8
experience gap−2.5
asian share−0.8
PAC money balance−0.6

The district, in brief

Maryland's 1st district encompasses the entire Eastern Shore of Maryland, including Salisbury, Harford County and parts of north Baltimore County; the map in force was first used in 2022 and was not redrawn for this cycle. The text gives no presidential result for the district.

The incumbent is Republican Andy Harris, the Republican nominee, who was re-elected with 59.4% of the vote in 2024. Building contractor Chris Bruneau, the 2024 candidate, was eliminated in the Republican primary and former governor Larry Hogan declined to run; the text's Republican primary results table is garbled. The Democratic nominee is Dan Schwartz, who won the Democratic primary with 46.3% (19,821 votes) over marketing professional Randi White (36.7%), Victor Allen Guidice (10.0%) and George Walish (7.0%); the text's description of Schwartz's background is garbled. As of June 30, 2026 Harris had raised $2,319,668 with $1,853,603 on hand; Schwartz had raised $695,170, of which $15,568 was self-funded, with $72,575 on hand. A debate hosted by the Eastern Shore League of Women Voters is set for October 13, 2026, with Harris, Schwartz and unaffiliated candidate Edward Shlikas invited.

Every rater listed calls the seat R: Decision Desk HQ (September 8, 2026), the Cook Political Report (February 6, 2025), Inside Elections (March 7, 2025) and Sabato's Crystal Ball (April 10, 2025). One district poll is recorded: Z to A Research (D), sponsored by Schwartz's campaign, July 23–27, 2026 (482 LV), had Harris 52%, Schwartz 39%.

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
Andy Harris (R)The incumbent is Republican Andy Harris, who was re-elected with 59.4% of the vote in 2024.
Open seat
noAndy Harris, incumbent U.S. representative
Democratic nominee
Dan Schwartznominee2: Dan Schwartz party2: Democratic Party (United States)
Republican nominee
Andy HarrisAndy Harris, incumbent U.S. representative
Republican's background
incumbent U.S. representativeAndy Harris, incumbent U.S. representative
Last result
Harris re-elected with 59.4% in 2024who was re-elected with 59.4% of the vote in 2024
Primaries
Schwartz won the Democratic primary with 46.3% (19,821 votes) over Randi White 36.7%, Victor Allen Guidice 10.0% and George Walish 7.0%; Harris is the Republican nominee, with Chris Bruneau eliminated, but the text's Republican primary results table is garbledcandidate: Dan Schwartz party: Democratic Party (United States) votes: 19,821 percentage: 46.3
Raters
Decision Desk HQ: R (September 8, 2026); Cook: R (February 6, 2025); Inside Elections: R (March 7, 2025); Sabato's Crystal Ball: R (April 10, 2025)Decision Desk HQ R September 8, 2026 The Cook Political Report R February 6, 2025
Money
As of June 30, 2026: Harris raised $2,319,668, spent $1,221,001, $1,853,603 on hand; Schwartz raised $695,170 ($15,568 self-funded), spent $622,595, $72,575 on handAndy Harris (R) $2,319,668 $1,221,001 $1,853,603
Also
One district poll: Z to A Research (D), sponsored by Schwartz's campaign, July 23–27, 2026, 482 LV, Harris 52%, Schwartz 39%, other 1%, undecided 7%Z to A Research (D)Poll sponsored by Schwartz's campaign July 23–27, 2026 482 (LV)
A debate hosted by the Eastern Shore League of Women Voters is scheduled for October 13, 2026, with Harris, Schwartz and unaffiliated candidate Edward Shlikas invitedOct. 13, 2026 Eastern Shore League of Women Voters I I I
Former governor Larry Hogan, the 2024 U.S. Senate nominee, declined to challenge Harris in the Republican primary; building contractor Chris Bruneau, the 2024 candidate, was eliminatedLarry Hogan, former governor of Maryland (2015–2023) and nominee for U.S. Senate in 2024

Not in the source: Schwartz's background is garbled in the text: a fragment 'Saint Michaels town commissioner' appears with no name attached, so no dem_background is recorded.; The text's Republican primary results table is garbled; no Harris-Bruneau vote figures are given.; The text gives no presidential result for the district in any year.; No general-election ratings finer than 'R' are given (no Lean/Likely/Safe).; The one district poll is sponsored by the Democratic campaign; it is in the text but the model's basis says no district polls.; Edward Shlikas appears only as an unaffiliated debate invitee; the text does not say whether he is on the ballot.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 088007af2650; 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

Andy Harris (Republican), in this chamber since 2011, 8 terms. Committees: House Committee on Appropriations.

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+20.9R+11.8R+14.7

A shift of 6.3 points toward the Democrats 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 degree50%61% / 49%44%15%
White, degree27%83% / 76%37%57%
Black14%68% / 52%13%90%
Hispanic4%45% / 22%2%57%
Asian2%51% / 30%1%71%
Other / multiracial3%69% / 54%2%55%

Of about 540,507 adults 25 and over. In 2020 the district voted 42.7% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 42.8% Democratic: the midterm electorate alone moves the margin 0.2 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
Harris, Andrew P (REP)
incumbent
$2,319,668$1,853,60319%0%$16,564$14,397
Schwartz, Daniel (DEM)
challenger
$695,170$72,5752%2%$10$0
White, Randi (DEM)
challenger · not on our roster
$18,225$1,3810%46%$0$0

FEC bulk candidate summaries through June 30, 2026; $30,971 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+34.2%34.9%-0.8 pts
White, non-Hispanic72.5%58.2%+14.3 pts
Black, non-Hispanic14.8%12.0%+2.8 pts
Hispanic or Latino5.8%19.0%-13.2 pts
Asian, non-Hispanic2.3%5.8%-3.5 pts
Foreign-born6.0%13.9%-7.8 pts
Median age41.839.22.6
Median household income$92,720$84,362$+8,358
Median home value$341,500$379,737$-38,237
Owner-occupied homes75.4%65.1%+10.3 pts
Unemployment, July 2026 (BLS county data)4.0%4.4%-0.4 pts
Change in unemployment, past 12 months-0.2 pts——
Change since the last election (24 months)+0.4 pts——
Unemployment (ACS)4.5%5.2%-0.7 pts
Federal government workers6.5%2.6%+3.8 pts
Work from home11.6%13.5%-1.9 pts
Households on SNAP11.1%11.8%-0.6 pts
Households with Social Security income34.2%31.2%+3.0 pts
Households with public assistance income2.7%2.7%+0.0 pts
Moved in from another state, past year2.1%2.3%-0.2 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$70,081$73,248$-3,167
Per-capita income growth since 2019, nominal, 202428.9%32.0%-3.1 pts
Government and other transfers, share of income, 202421.0%19.6%+1.5 pts
Social Security, share of income, 20226.8%5.8%+1.0 pts
Medicare, share of income, 20225.1%4.5%+0.6 pts
Medicaid, share of income, 20224.0%4.0%+0.0 pts
SNAP, share of income, 20220.6%0.6%-0.0 pts
Earned Income Tax Credit, share of income, 20220.3%0.4%-0.1 pts
Veterans' benefits, share of income, 20220.9%0.9%+0.0 pts
Federal civilian jobs, share of all jobs, 20223.7%1.3%+2.4 pts
Military jobs, share of all jobs, 20220.8%0.9%-0.2 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?

91%
Andy Harris
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
-11.5
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -25.7 to +2.5 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 House lean (R+20.1): 3.1 pts toward the Republican; 2024 presidential lean (R+15.8): 2.8 pts toward the Republican; experience gap (-4 levels, D minus R): 2.5 pts toward the Republican; asian share (2.3%): 0.8 pts toward the Republican; PAC money balance: 0.6 pts toward the Republican.

How sure is it, and of what?

Total sd 8.53 points, made of the seat's own volatility 88%, correlated polling error 12%. 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).