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

NY-7 · House

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

Safe D
100%
Claire Valdez
Democrat
0%
Melvin Rivera
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+63.3
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+46.0
2024 House lean+14.4
experience gap+12.1
PAC money balance+8.2
social security share+3.5

The district, in brief

New York's 7th is based in Brooklyn and Queens, including Clinton Hill, Williamsburg, Greenpoint, Bushwick, Woodhaven, Maspeth, Sunnyside and Long Island City. The lines are the map first used in 2024 and the district was not redrawn for this cycle. The facts record a 2024 presidential two-party margin of 47.2 for the Democrat on the current lines.

The seat is open: Democrat Nydia Velázquez, elected with 78.1% of the vote in 2024 and in office since 1993, announced her retirement in November 2025. The Democratic nominee is Claire Valdez, a first-term state assemblymember from the 37th district, whom Mayor Zohran Mamdani and the NYC-DSA selected as their candidate; Velázquez and the Working Families Party backed Brooklyn Borough President Antonio Reynoso, and the text describes the race as a proxy conflict between the two organisations. Valdez won with 56.2% to Reynoso's 35.6%, Julie Won's 6.3% and Vichal Kumar's 1.7%, a margin the text says surprised observers. Primary polls had shown a closer race: Emerson College/WPIX (May 16–17, 2026) Valdez 23%, Reynoso 21%, undecided 43%; Data for Progress (January 15–19, 2026) Reynoso 28%, Valdez 24%, undecided 46%. The Republican listed is Melvin Rivera, an activist and tenant organizer who withdrew from the Democratic primary to run as a Republican; an independent, Priscilla Ghaznavi, is also on the ballot. As of June 30, 2026 Valdez had raised $1,693,312 with $206,842 on hand; the text gives no figures for Rivera.

Every rater listed calls the seat D: 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). The text records no general-election 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
Nydia Velázquez (D), retiringThe district is currently represented by Democrat Nydia Velázquez, who was elected with 78.1% of the vote in 2024. Velázquez is not seeking re-election.
Open seat
yesVelázquez is not seeking re-election.
Democratic nominee
Claire ValdezClaire Valdez, state assemblymember from the 37th district (2025–present)
Republican nominee
Melvin Riveranominee2: Melvin Rivera party2: Republican Party (United States)
Democrat's background
state assemblymember from the 37th district (2025–present)Claire Valdez, state assemblymember from the 37th district (2025–present)
Republican's background
activist and tenant organizer; withdrew from the Democratic primary to run as a RepublicanMelvin Rivera, activist and tenant organizer (running as a Republican)
Last result
Velázquez elected with 78.1% in 2024who was elected with 78.1% of the vote in 2024
Primaries
Valdez won the Democratic primary with 56.2% over Antonio Reynoso (35.6%), Julie Won (6.3%) and Vichal Kumar (1.7%)candidate: Claire Valdez party: Democratic Party (United States) votes: 39,626 percentage: 56.2
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (Feb 6, 2025); Inside Elections: D (Mar 7, 2025); Sabato's Crystal Ball: D (Sept 18, 2025)Decision Desk HQ D July 14, 2026 The Cook Political Report D February 6, 2025
Money
As of June 30, 2026: Valdez raised $1,693,312 with $206,842 on hand; no figures for RiveraClaire Valdez (D) $1,693,312 $1,486,470 $206,842
Also
Velázquez, who had served since 1993, announced her retirement in November 2025; she backed Brooklyn Borough President Antonio Reynoso, while Mayor Zohran Mamdani and the NYC-DSA selected ValdezInstead, Mamdani and the NYC-DSA selected first-term state assemblywoman Claire Valdez, who had been one of the mayor's earliest and most enthusiastic endorsers, as their candidate.
The primary became a proxy contest between the NYC-DSA (Valdez) and the Working Families Party (Reynoso)their contest quickly become a proxy conflict between the NYC-DSA and the Working Families Party (WFP), which backed Reynoso
Valdez's margin of over 20 percentage points surprised observers; she won throughout the district, strongest in Ridgewood, East Williamsburg and Bushwick, and even took Reynoso's home neighborhood of Los SuresValdez defeated Reynoso by a margin that was a surprise to observers such as Michael Lange, the state assemblywoman winning by over 20 percentage points.
Two Democratic primary polls: Emerson College/WPIX (May 16–17, 2026, 350 LV) Valdez 23%, Reynoso 21%, Won 13%, Kumar 1%, undecided 43%; Data for Progress (D) (January 15–19, 2026, 366 LV) Reynoso 28%, Valdez 24%, undecided 46%Emerson CollegePoll sponsored by WPIX May 16–17, 2026 350 (LV)
Endorsement blocks list Bernie Sanders, Ro Khanna, Zohran Mamdani, Justice Democrats and the NYC-DSA in one, and Velázquez, Jerry Nadler, Pat Ryan, Letitia James, the Working Families Party and the Queens County Democratic Party in anotherZohran Mamdani, mayor of New York City (2026–present)
Two Democratic primary debates were held, June 3 (NY1) and June 10 (PIX11), with Valdez, Reynoso and Won participating1 Jun. 3, 2026 NY1 Errol Louis Courtney Gross
An independent, designer and artist Priscilla Ghaznavi, runs on an 'Our Future' linePriscilla Ghaznavi, designer and artist

Not in the source: The Republican primary section lists Rivera under 'Candidates' rather than 'Nominee'; only the infobox names him as nominee.; No fundraising figures for Melvin Rivera are given.; The only polls in the text are Democratic primary polls; there are no general-election polls, and the model's basis says no district polls.; The text gives no presidential results for the district; the only presidential number is the facts' 2024 two-party baseline.; Ratings are given only as D, with no Lean/Likely/Safe gradation.; The endorsement blocks are not labelled by candidate; attributions above rest on the narrative (Velázquez and WFP for Reynoso, Mamdani and NYC-DSA for Valdez).

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

Nydia M. Velázquez (Democrat), in this chamber since 1993, 17 terms. Committees: House Committee on Financial Services; House Committee on Small Business (Ranking Member).

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+60.5D+51.5D+35.6

A shift of 24.9 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 degree15%57% / 43%16%38%
White, degree22%77% / 67%38%88%
Black13%57% / 36%12%97%
Hispanic35%38% / 26%23%88%
Asian12%34% / 22%7%84%
Other / multiracial3%57% / 44%3%86%

Of about 526,158 adults 25 and over. In 2020 the district voted 80.6% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 80.4% Democratic: the midterm electorate alone moves the margin 0.5 points toward Republicans. 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
Valdez, Claire (DEM)
open seat
$1,693,312$206,8423%0%$1,242,663$0
Reynoso, Antonio (DEM)
open seat · not on our roster
$1,013,107$18,6407%0%$881,222$120,375
Won, Julie Jaehee (DEM)
open seat · not on our roster
$973,067$182,3393%0%$0$0
Kumar, Vichal (DEM)
open seat · not on our roster
$191,007$25,7470%32%$0$0
Velazquez, Nydia M. (DEM)
incumbent · not on our roster
$180,257$81,12436%0%$0$0
Hutchison, Evan Hale (DEM)
challenger · not on our roster
$15,397$1,2250%52%$0$0
Osorio, Edwin (DEM)
open seat · not on our roster
$4,690$2,2360%53%$0$0

FEC bulk candidate summaries through June 30, 2026; $2,244,260 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+44.5%34.9%+9.5 pts
White, non-Hispanic36.7%58.2%-21.5 pts
Black, non-Hispanic10.5%12.0%-1.5 pts
Hispanic or Latino35.4%19.0%+16.4 pts
Asian, non-Hispanic12.4%5.8%+6.7 pts
Foreign-born34.0%13.9%+20.1 pts
Median age34.139.2-5.1
Median household income$90,196$84,362$+5,834
Median home value$845,800$379,737$+466,063
Owner-occupied homes22.8%65.1%-42.3 pts
Unemployment, July 2026 (BLS county data)4.3%4.4%-0.1 pts
Change in unemployment, past 12 months-1.4 pts——
Change since the last election (24 months)-1.4 pts——
Unemployment (ACS)7.2%5.2%+2.0 pts
Federal government workers1.5%2.6%-1.1 pts
Work from home19.0%13.5%+5.5 pts
Households on SNAP17.5%11.8%+5.8 pts
Households with Social Security income19.9%31.2%-11.3 pts
Households with public assistance income6.1%2.7%+3.5 pts
Moved in from another state, past year2.0%2.3%-0.3 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$66,608$73,248$-6,640
Per-capita income growth since 2019, nominal, 202432.9%32.0%+0.9 pts
Government and other transfers, share of income, 202424.7%19.6%+5.1 pts
Social Security, share of income, 20223.9%5.8%-2.0 pts
Medicare, share of income, 20224.8%4.5%+0.4 pts
Medicaid, share of income, 202210.1%4.0%+6.1 pts
SNAP, share of income, 20221.2%0.6%+0.6 pts
Earned Income Tax Credit, share of income, 20220.4%0.4%+0.1 pts
Veterans' benefits, share of income, 20220.1%0.9%-0.7 pts
Federal civilian jobs, share of all jobs, 20220.9%1.3%-0.4 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%
Claire Valdez
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+63.2
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +48.3 to +78.3 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+48.7): 46.0 pts toward the Democrat; 2024 House lean (D+58.9): 14.4 pts toward the Democrat; experience gap (+2 levels, D minus R): 12.1 pts toward the Democrat; PAC money balance: 8.2 pts toward the Democrat; social security share (19.9%): 3.5 pts toward the Democrat.

How sure is it, and of what?

Total sd 9.08 points, made of the seat's own volatility 91%, correlated polling error 9%. 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).