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

NY-1 · House

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

Lean R
18%
Chris Gallant
Democrat
82%
Nick LaLota
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+7.8
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
PAC money balance−1.3
experience gap−1.0
median hh income−0.9
presidential trend 2020-24+0.8
asian share+0.6

The district, in brief

New York's 1st district is based on the eastern end and North Shore of Long Island, including the Hamptons, the North Fork, Riverhead, Port Jefferson, Smithtown and Shelter Island, all in Suffolk County, on the map first used in 2024. The text gives no presidential results; the facts record a 2024 presidential baseline on these lines of -10.2 points (two-party margin for the Democrat) and a two-party House margin of -10.43 for the Democrat in 2024.

The incumbent is Republican Nick LaLota, re-elected with 55.52% of the vote in 2024, who also runs on the Conservative Party line and is the only Republican the text lists. The Democratic nominee is Chris Gallant, an air traffic controller, who won the primary with 62.9% (12,492 votes) over Lukas Ventouras. John Avlon, the 2024 Democratic nominee, declined to run and endorsed Gallant, as did Pete Buttigieg, former assemblymembers Steve Englebright and Fred Thiele, Planned Parenthood Action Fund and the Working Families Party. LaLota's listed endorsements are the American Federation of Government Employees and the Log Cabin Republicans. As of June 30, 2026 LaLota had raised $3,795,307 with $3,329,857 on hand; Gallant had raised $647,598 with $172,217 on hand.

Decision Desk HQ (July 14, 2026), the Cook Political Report (February 6, 2025), Inside Elections (March 7, 2025) and Sabato's Crystal Ball (September 18, 2025) each list the seat as R. One district poll is recorded: Public Policy Polling, a Democratic firm (December 10–11, 2025, 579 voters), had LaLota 41%, Gallant 38%, undecided 20%.

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
Nick LaLota (R)The incumbent is Republican Nick LaLota, who was re-elected with 55.52% of the vote in 2024.
Open seat
noThe incumbent is Republican Nick LaLota
Democratic nominee
Chris GallantChris Gallant, air traffic controller
Republican nominee
Nick LaLota (also on the Conservative Party line)Nick LaLota, incumbent U.S. representative
Democrat's background
air traffic controllerChris Gallant, air traffic controller
Republican's background
incumbent U.S. representativeNick LaLota, incumbent U.S. representative
Last result
LaLota re-elected with 55.52% in 2024who was re-elected with 55.52% of the vote in 2024
Primaries
LaLota is the only Republican listed; Gallant won the Democratic primary with 62.9% (12,492 votes) over Lukas Ventouras 37.0% (7,349)candidate: Chris Gallant party: Democratic Party (United States) votes: 12,492 percentage: 62.9
Raters
Decision Desk HQ: R (July 14, 2026); Cook: R (February 6, 2025); Inside Elections: R (March 7, 2025); Sabato's Crystal Ball: R (September 18, 2025)Decision Desk HQ R July 14, 2026 The Cook Political Report R February 6, 2025 Inside Elections R March 7, 2025
Money
As of June 30, 2026: LaLota raised $3,795,307 with $3,329,857 on hand; Gallant raised $647,598 with $172,217 on handNick LaLota (R) $3,795,307 $1,141,528 $3,329,857 | Chris Gallant (D) $647,598 $475,381 $172,217
Also
One district poll: Public Policy Polling (D), December 10–11, 2025, 579 voters: LaLota 41%, Gallant 38%, undecided 20%Public Policy Polling (D) December 10–11, 2025 579 (V)
John Avlon, the 2024 Democratic nominee, declined to run again and endorsed GallantJohn Avlon, former CNN reporter, co-founder of No Labels, and nominee for this district in 2024 (endorsed Gallant)
Gallant's listed endorsements include Pete Buttigieg, former assemblymembers Steve Englebright and Fred Thiele, Planned Parenthood Action Fund and the New York Working Families PartyPete Buttigieg, former secretary of transportation (2021–2025)
LaLota's listed endorsements are the American Federation of Government Employees and the Log Cabin RepublicansAmerican Federation of Government Employees ;Organizations *Log Cabin Republicans
The district covers the eastern end and North Shore of Long Island, all in Suffolk CountyThe 1st district is based on the eastern end and North Shore of Long Island, including the Hamptons, the North Fork, Riverhead, Port Jefferson, Smithtown, and Shelter Island, all in Suffolk County.

Not in the source: The model's basis says no district polls, but the text carries one district poll (Public Policy Polling, December 2025) that the model does not use.; The text gives no presidential results for the district; only the facts' presidential baseline is available.; No ratings finer than 'R' are given (no Lean/Likely/Safe); Silver Bulletin is not listed.; A second endorsement block (Center for Freethought Equality PAC, Track AIPAC) has no attributed candidate in the text.; No Republican primary result is given; the text lists only LaLota.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as cfb3d3b04173; 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

Nick LaLota (Republican), in this chamber since 2023, 2 terms. Committees: House Committee on Appropriations; House Committee on Homeland Security.

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+7.1R+0.0R+6.8

A shift of 0.3 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 degree41%57% / 43%36%13%
White, degree37%77% / 67%51%69%
Black4%57% / 36%3%93%
Hispanic11%38% / 26%6%72%
Asian4%34% / 22%2%61%
Other / multiracial2%57% / 44%2%76%

Of about 544,068 adults 25 and over. In 2020 the district voted 49.1% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 49.9% Democratic: the midterm electorate alone moves the margin 1.6 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
Nick, Lalota (REP)
incumbent · not on our roster
$3,795,307$3,329,85725%0%$0$0
Gallant, Christopher (DEM)
challenger
$647,598$172,2172%1%$0$0
Ventouras, Lukas (DEM)
challenger · not on our roster
$128,283$23,6760%5%$0$0
Jacobs, Jonathan Lewis (DEM)
challenger · not on our roster
$96,970$6,2750%0%$0$0
Goroff, Nancy (DEM)
challenger · not on our roster
$517$00%0%$0$0

FEC bulk candidate summaries through June 30, 2026; no independent expenditures reported for or against any candidate, which usually means nobody outside the district thinks it is in play.

The district in numbers

MeasureDistrictNationDifference
Bachelor's degree or higher, 25+47.6%34.9%+12.7 pts
White, non-Hispanic71.8%58.2%+13.6 pts
Black, non-Hispanic4.3%12.0%-7.7 pts
Hispanic or Latino15.1%19.0%-3.9 pts
Asian, non-Hispanic5.1%5.8%-0.6 pts
Foreign-born13.8%13.9%-0.1 pts
Median age44.239.25.0
Median household income$134,743$84,362$+50,381
Median home value$608,400$379,737$+228,663
Owner-occupied homes84.1%65.1%+19.0 pts
Unemployment, July 2026 (BLS county data)3.9%4.4%-0.4 pts
Change in unemployment, past 12 months+0.1 pts——
Change since the last election (24 months)+0.1 pts——
Unemployment (ACS)4.7%5.2%-0.5 pts
Federal government workers2.2%2.6%-0.4 pts
Work from home13.4%13.5%-0.1 pts
Households on SNAP4.8%11.8%-6.9 pts
Households with Social Security income36.9%31.2%+5.7 pts
Households with public assistance income2.1%2.7%-0.6 pts
Moved in from another state, past year1.0%2.3%-1.3 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$92,113$73,248$+18,865
Per-capita income growth since 2019, nominal, 202428.7%32.0%-3.2 pts
Government and other transfers, share of income, 202415.9%19.6%-3.6 pts
Social Security, share of income, 20225.2%5.8%-0.7 pts
Medicare, share of income, 20224.2%4.5%-0.3 pts
Medicaid, share of income, 20223.4%4.0%-0.6 pts
SNAP, share of income, 20220.3%0.6%-0.3 pts
Earned Income Tax Credit, share of income, 20220.2%0.4%-0.2 pts
Veterans' benefits, share of income, 20220.3%0.9%-0.6 pts
Federal civilian jobs, share of all jobs, 20221.2%1.3%-0.1 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?

82%
Nick LaLota
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
-7.9
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -21.9 to +5.9 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: 1.3 pts toward the Republican; experience gap (-4 levels, D minus R): 1.0 pts toward the Republican; median hh income ($134,010): 0.9 pts toward the Republican; presidential trend 2020-24 (R+2.4): 0.8 pts toward the Democrat; asian share (5.4%): 0.6 pts toward the Democrat.

How sure is it, and of what?

Total sd 8.51 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).