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

NJ-4 · House

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

Safe R
0%
Rachel Peace
Democrat
100%
Chris Smith
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+25.0
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean−14.4
2024 House lean−5.9
experience gap−1.5
presidential trend 2020-24+1.4
asian share−1.3

The district, in brief

New Jersey's 4th covers the upper Jersey Shore and expands into Monmouth and Ocean counties, taking in Lakewood Township and Toms River. The lines are the map first used in 2022 and are not redrawn for this cycle. The facts record a 2024 House two-party margin of -36.07 for the Democrat; no presidential baseline is on file.

The incumbent is Republican Chris Smith, re-elected with 67.4% in 2024 and unopposed in his primary after Rob Canfield withdrew. The Democratic nominee is Rachel Peace, a business owner, who won her primary 72.8% to 27.2% over John Blake after taking the Monmouth County convention with 34.5%. Kevin Cupples, a 2024 Democratic candidate for U.S. Senate, has filed to run as an independent. As of June 30, 2026 Smith had raised $592,016 with $488,316 on hand and Peace $34,351 with $5,363 on hand.

Decision Desk HQ (July 14, 2026), the Cook Political Report (August 13, 2025), Inside Elections (March 7, 2025) and Sabato's Crystal Ball (April 10, 2025) all call the seat R; Silver Bulletin is listed (August 23, 2026) with no ranking shown. 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
Chris Smith (R)The incumbent is Republican Chris Smith, who was re-elected with 67.4% of the vote in 2024.
Open seat
noChris Smith, incumbent U.S. representative
Democratic nominee
Rachel PeaceRachel Peace, business owner
Republican nominee
Chris SmithChris Smith, incumbent U.S. representative
Democrat's background
business ownerRachel Peace, business owner
Republican's background
incumbent U.S. representativeChris Smith, incumbent U.S. representative
Last result
Smith re-elected with 67.4% in 2024who was re-elected with 67.4% of the vote in 2024
Primaries
Smith unopposed (34,110 votes, 100.0%); Peace won the Democratic primary 72.8% to 27.2% over John Blakecandidate: Rachel Peace votes: 20,782 percentage: 72.8 party: Democratic Party (United States) candidate: John Blake votes: 7,761 percentage: 27.2
Raters
Decision Desk HQ: R (July 14, 2026); Cook Political Report: R (August 13, 2025); Inside Elections: R (March 7, 2025); Sabato's Crystal Ball: R (April 10, 2025); Silver Bulletin listed (August 23, 2026) with no ranking shownDecision Desk HQ R July 14, 2026 The Cook Political Report R August 13, 2025
Money
As of June 30, 2026: Smith raised $592,016 with $488,316 on hand; Peace raised $34,351 with $5,363 on handChris Smith (R) $592,016 $467,765 $488,316
Also
Peace won the Monmouth County Democratic convention with 34.5% over Julie Flynn (27.6%), who later withdrew and endorsed herJulie Flynn, [[Rutgers University professor (endorsed Peace)
Rob Canfield, a 2025 candidate for governor, withdrew from the Republican primaryRob Canfield, real estate agent and candidate for Governor of New Jersey in 2025
Kevin Cupples, a 2024 Democratic candidate for U.S. Senate, has filed paperwork to run as an independentKevin Cupples, Democratic candidate for U.S. Senate in 2024

Not in the source: No presidential result on these lines is given in the text or the facts.; No district polls are recorded.; Silver Bulletin appears in the ratings table with no ranking shown.; No rating finer than 'R' is given.; The independent Kevin Cupples does not appear on the general-election results line, so whether he is on the ballot is not stated.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 40017e08a73c; 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

Christopher H. Smith (Republican), in this chamber since 1981, 23 terms. Committees: 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
PresidentR+26.0R+20.3R+28.3

A shift of 2.3 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 degree50%67% / 44%44%23%
White, degree33%91% / 68%46%46%
Black3%61% / 37%3%91%
Hispanic8%53% / 23%4%65%
Asian3%50% / 32%2%75%
Other / multiracial2%68% / 44%2%60%

Of about 525,493 adults 25 and over. In 2020 the district voted 38.6% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 38.4% Democratic: the midterm electorate alone moves the margin 0.4 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
Smith, Christopher H (REP)
incumbent
$592,016$488,31636%0%$0$0
Cullen, Jason Cullen (LIB)
challenger · not on our roster
$75,695$1,7050%12%$0$0
Peace, Rachel (DEM)
challenger
$34,352$5,3630%20%$0$0
Blake, John David (DEM)
challenger · not on our roster
$5,421$6,64692%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+39.5%34.9%+4.6 pts
White, non-Hispanic80.2%58.2%+21.9 pts
Black, non-Hispanic3.3%12.0%-8.7 pts
Hispanic or Latino11.0%19.0%-8.0 pts
Asian, non-Hispanic2.4%5.8%-3.3 pts
Foreign-born9.2%13.9%-4.7 pts
Median age41.139.21.9
Median household income$95,512$84,362$+11,150
Median home value$427,700$379,737$+47,963
Owner-occupied homes79.0%65.1%+14.0 pts
Unemployment, July 2026 (BLS county data)4.4%4.4%-0.0 pts
Change in unemployment, past 12 months-1.2 pts——
Change since the last election (24 months)-0.7 pts——
Unemployment (ACS)5.5%5.2%+0.3 pts
Federal government workers2.0%2.6%-0.6 pts
Work from home13.4%13.5%-0.1 pts
Households on SNAP5.8%11.8%-5.9 pts
Households with Social Security income40.7%31.2%+9.5 pts
Households with public assistance income1.6%2.7%-1.0 pts
Moved in from another state, past year1.4%2.3%-0.9 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$76,663$73,248$+3,415
Per-capita income growth since 2019, nominal, 202423.8%32.0%-8.1 pts
Government and other transfers, share of income, 202419.7%19.6%+0.2 pts
Social Security, share of income, 20227.2%5.8%+1.3 pts
Medicare, share of income, 20225.4%4.5%+1.0 pts
Medicaid, share of income, 20222.8%4.0%-1.1 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, 20220.5%0.9%-0.4 pts
Federal civilian jobs, share of all jobs, 20220.8%1.3%-0.5 pts
Military jobs, share of all jobs, 20220.4%0.9%-0.5 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%
Chris Smith
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
-25.0
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -38.9 to -11.0 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 (R+29.1): 14.4 pts toward the Republican; 2024 House lean (R+33.4): 5.9 pts toward the Republican; experience gap (-4 levels, D minus R): 1.5 pts toward the Republican; presidential trend 2020-24 (R+1.8): 1.4 pts toward the Democrat; asian share (2.5%): 1.3 pts toward the Republican.

How sure is it, and of what?

Total sd 8.45 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).