Election LabU.S. forecasts, with every number traced to its run

MA-4 · House

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

Safe D
100%
Jake Auchincloss
Democrat
0%
Tom Stalcup
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+34.6
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+19.3
2024 House lean+10.8
PAC money balance+7.9
experience gap+7.0
2022 House lean+1.3

The district, in brief

Massachusetts's 4th district contains much of southeastern Massachusetts and includes Newton, Attleboro and Fall River; 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 Jake Auchincloss, the Democratic nominee, who was re-elected uncontested in 2024 and ruled out a 2026 U.S. Senate run. He won the Democratic primary with 73.1% (66,952 votes) over AI researcher Jason Poulos (26.8%); Ihssane Leckey and Chris Boyd withdrew and Jesse Mermell declined. A Global Strategy Group (D) primary poll (June 25–29 2026, 400 LV) had Auchincloss 64%, Poulos 17%. As of August 12, 2026 Auchincloss had raised $3,630,329 with $7,341,766 on hand. The Republican nominee is Tom Stalcup, a physicist and entrepreneur, who took 99.4% in his primary; the text gives no fundraising for him. Two independents, Steve Chasse and Matthew Cook, did not qualify.

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), Sabato's Crystal Ball (July 15, 2025) and Silver Bulletin (August 20, 2026). The text records no general-election 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
Jake Auchincloss (D)The incumbent is Jake Auchincloss, who was re-elected uncontested in 2024.
Open seat
noAuchincloss is currently running for re-election, and ruled out running for U.S. Senate in 2026 despite speculation he might enter the contest.
Democratic nominee
Jake AuchinclossJake Auchincloss, incumbent U.S. representative
Republican nominee
Tom StalcupTom Stalcup, physicist and entrepreneur
Democrat's background
incumbent U.S. representativeJake Auchincloss, incumbent U.S. representative
Republican's background
physicist and entrepreneurTom Stalcup, physicist and entrepreneur
Last result
Auchincloss re-elected uncontested in 2024who was re-elected uncontested in 2024
Primaries
Auchincloss won the Democratic primary with 73.1% (66,952 votes) over AI researcher Jason Poulos, 26.8% (24,524 votes); Ihssane Leckey and Chris Boyd withdrew. Stalcup took 99.4% in the Republican primary with no named opponentcandidate: Jake Auchincloss (incumbent) votes: 66,952 percentage: 73.1
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (February 6, 2025); Inside Elections: D (March 7, 2025); Sabato's Crystal Ball: D (July 15, 2025); Silver Bulletin: D (August 20, 2026)Sabato's Crystal Ball D July 15, 2025 Silver Bulletin D August 20, 2026
Money
As of August 12, 2026: Auchincloss raised $3,630,329, spent $1,271,790, $7,341,766 on hand; Poulos raised $68,414. No figures given for StalcupJake Auchincloss (D) $3,630,329 $1,271,790 $7,341,766
Also
One Democratic primary poll: Global Strategy Group (D), June 25–29 2026, 400 LV, Auchincloss 64%, Poulos 17%, undecided 19%Global Strategy Group (D) June 25–29 2026 400 (LV)
Auchincloss ruled out a 2026 U.S. Senate run despite speculation he might enterruled out running for U.S. Senate in 2026 despite speculation he might enter the contest
Jesse Mermell, a former Brookline selectwoman and 2020 candidate for the seat, declined to run; independents Steve Chasse and Matthew Cook did not qualifyJesse Mermell, former Brookline Board of Selectmen member and candidate for this district in 2020

Not in the source: The text gives no presidential result for the district in any year.; No fundraising figures are given for the Republican nominee Tom Stalcup.; No general-election ratings finer than 'D' are given.; The only district poll is a Democratic primary poll; no general-election polls appear, and the model's basis is prior only.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 68305940acd8; 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

Jake Auchincloss (Democrat), in this chamber since 2021, 3 terms. Committees: House Committee on Energy and Commerce.

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+20.9D+25.6D+16.2

A shift of 4.7 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 degree42%59% / 47%36%40%
White, degree40%80% / 73%54%82%
Black3%29% / 36%2%92%
Hispanic5%36% / 24%2%67%
Asian6%26% / 22%2%81%
Other / multiracial4%59% / 50%4%69%

Of about 542,727 adults 25 and over. In 2020 the district voted 64.5% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 65.9% Democratic: the midterm electorate alone moves the margin 2.7 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
Auchincloss, Jake (DEM)
incumbent
$3,630,329$7,341,76620%0%$189,524$0
Poulos, Jason (DEM)
challenger · not on our roster
$68,414$11,4300%7%$0$0
Stalcup, Thomas Phd (REP)
challenger
$26,242$1,3190%66%$0$0
Leckey, Ihssane (DEM)
challenger · not on our roster
$25,000$3,3480%31%$0$0
Leckey, Ihssane (DEM)
challenger · not on our roster
$24,997$2,8160%32%$0$0
Boyd, Christopher Slater (DEM)
challenger · not on our roster
$2,945$1,9350%12%$0$0
Robinson, Herb (DEM)
challenger · not on our roster
$38$7930%97%$0$0

FEC bulk candidate summaries through August 12, 2026; $189,524 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+49.5%34.9%+14.6 pts
White, non-Hispanic77.6%58.2%+19.4 pts
Black, non-Hispanic3.2%12.0%-8.7 pts
Hispanic or Latino6.5%19.0%-12.5 pts
Asian, non-Hispanic6.5%5.8%+0.8 pts
Foreign-born15.3%13.9%+1.4 pts
Median age40.939.21.7
Median household income$113,712$84,362$+29,350
Median home value$545,500$379,737$+165,763
Owner-occupied homes67.9%65.1%+2.9 pts
Unemployment, July 2026 (BLS county data)4.8%4.4%+0.4 pts
Change in unemployment, past 12 months-0.0 pts——
Change since the last election (24 months)+0.2 pts——
Unemployment (ACS)4.9%5.2%-0.3 pts
Federal government workers1.5%2.6%-1.1 pts
Work from home17.6%13.5%+4.1 pts
Households on SNAP12.0%11.8%+0.2 pts
Households with Social Security income29.0%31.2%-2.2 pts
Households with public assistance income2.8%2.7%+0.1 pts
Moved in from another state, past year2.1%2.3%-0.2 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$90,987$73,248$+17,739
Per-capita income growth since 2019, nominal, 202428.4%32.0%-3.6 pts
Government and other transfers, share of income, 202415.2%19.6%-4.4 pts
Social Security, share of income, 20224.4%5.8%-1.4 pts
Medicare, share of income, 20223.7%4.5%-0.7 pts
Medicaid, share of income, 20223.2%4.0%-0.7 pts
SNAP, share of income, 20220.5%0.6%-0.1 pts
Earned Income Tax Credit, share of income, 20220.1%0.4%-0.2 pts
Veterans' benefits, share of income, 20220.4%0.9%-0.5 pts
Federal civilian jobs, share of all jobs, 20220.4%1.3%-0.9 pts
Military jobs, share of all jobs, 20220.4%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%
Jake Auchincloss
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02
+34.6
expected margin, D-R
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +20.8 to +48.9 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: 2024 presidential lean (D+21.6): 19.3 pts toward the Democrat; 2024 House lean: 10.8 pts toward the Democrat; PAC money balance: 7.9 pts toward the Democrat; experience gap (+4 levels, D minus R): 7.0 pts toward the Democrat; 2022 House lean: 1.3 pts toward the Democrat.

How sure is it, and of what?

Total sd 8.49 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 00a09d4b-7980-4ec5-ada0-077968a87242, 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).