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

CA-52 · House

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

Safe D
100%
Juan Vargas
Democrat
0%
Jeff Belle
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+30.5
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+14.9
2024 House lean+11.5
PAC money balance+8.4
experience gap+6.0
2022 House lean+1.3

The district, in brief

California's 52nd is recorded in the facts as redrawn for 2026, on a map first used this cycle; the text says nothing about the new lines. The incumbent is Democrat Juan Vargas, re-elected with 66.3% in 2024.

Vargas, the incumbent U.S. representative, faces Republican Jeff Belle, a business owner. In the top-two primary Vargas took 56.48% and Belle 33.20%; Democrat Deborah Calhoun Rhodes was eliminated at 9.52%, and Frances Motiwalla, disqualified from the ballot, drew 1,010 write-in votes. As of May 13, 2026 Vargas had raised $472,273 with $96,187 on hand; Belle $20,597 with $560 on hand. The one endorsement list in the text, unlabelled in the extract, names AIPAC, Democratic Majority for Israel, Planned Parenthood Action Fund, the California Federation of Labor Unions and the California Democratic Party.

Every rater listed calls the seat D: Decision Desk HQ (July 14, 2026), the Cook Political Report (November 5, 2025), Inside Elections (March 7, 2025), Sabato's Crystal Ball (July 15, 2025) and The Economist (May 6, 2026). The text records no 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
Juan Vargas (D)The incumbent is Democrat Juan Vargas, who was re-elected with 66.3% of the vote in 2024.
Open seat
noJuan Vargas (Democratic), incumbent U.S. representative
Democratic nominee
Juan VargasJuan Vargas (Democratic), incumbent U.S. representative
Republican nominee
Jeff BelleJeff Belle (Republican), business owner
Democrat's background
incumbent U.S. representativeJuan Vargas (Democratic), incumbent U.S. representative
Republican's background
business ownerJeff Belle (Republican), business owner
Last result
Vargas re-elected with 66.3% in 2024who was re-elected with 66.3% of the vote in 2024
Primaries
Top-two primary: Vargas 56.48%, Belle 33.20%; Democrat Deborah Calhoun Rhodes 9.52% eliminated; write-in Frances Yasmeen Motiwalla 0.80%candidate: Juan Vargas (incumbent) votes: 71,608 percentage: 56.48 party: Republican Party (United States) candidate: Jeff Belle votes: 42,090 percentage: 33.20
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (Nov 5, 2025); Inside Elections: D (Mar 7, 2025); Sabato's Crystal Ball: D (July 15, 2025); The Economist: D (May 6, 2026)Decision Desk HQ D July 14, 2026 The Cook Political Report D November 5, 2025 Inside Elections D March 7, 2025
Money
As of May 13, 2026: Vargas raised $472,273 with $96,187 on hand; Belle raised $20,597 with $560 on hand| Juan Vargas (D) $472,273 $466,926 $96,187 | Jeff Belle (R) $20,597 $20,038 $560
Also
Democrat Frances Motiwalla, a community organizer, was disqualified from the ballot and appears in the results as a write-in with 1,010 votes (0.80%)candidate: Frances Yasmeen Motiwalla (write-in) votes: 1,010 percentage: 0.80
The single endorsement list in the text names the California Federation of Labor Unions, National Union of Healthcare Workers, AIPAC, California Environmental Voters, Democratic Majority for Israel, Planned Parenthood Action Fund and the California Democratic Party* AIPAC * California Environmental Voters * Democratic Majority for Israel * Planned Parenthood Action Fund

Not in the source: The facts mark the district as redrawn for 2026, but the text does not describe the new lines or give presidential results on them.; No district polls in the text; the model's basis also says no district polls.; The candidate heading over the endorsement list was lost in extraction.; The text does not say why Motiwalla was disqualified.; No general-election ratings finer than 'D' are given (no Lean/Likely/Safe).

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 5cec783f78c8; 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

Juan Vargas (Democrat), in this chamber since 2013, 7 terms. Committees: House Committee on Financial Services.

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+21.2D+23.3D+17.3

A shift of 3.9 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 degree13%62% / 48%17%25%
White, degree7%84% / 75%14%79%
Black7%60% / 41%8%93%
Hispanic56%41% / 31%46%72%
Asian14%47% / 34%13%71%
Other / multiracial3%56% / 44%3%75%

Of about 502,077 adults 25 and over. In 2020 the district voted 67.0% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 66.8% 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
Vargas, Juan C. (DEM)
incumbent
$568,520$163,67676%0%$141$0
Belle, Jeffery Mr (REP)
challenger
$25,498$1,3640%0%$0$0
Motiwalla, Frances Yasmeen (DEM)
challenger · not on our roster
$5,361$4,6220%0%$0$0

FEC bulk candidate summaries through June 30, 2026; $141 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+24.7%34.9%-10.2 pts
White, non-Hispanic16.7%58.2%-41.6 pts
Black, non-Hispanic6.9%12.0%-5.0 pts
Hispanic or Latino59.2%19.0%+40.2 pts
Asian, non-Hispanic12.7%5.8%+6.9 pts
Foreign-born29.7%13.9%+15.8 pts
Median age36.439.2-2.8
Median household income$91,408$84,362$+7,046
Median home value$635,163$379,737$+255,427
Owner-occupied homes51.6%65.1%-13.5 pts
Unemployment, July 2026 (BLS county data)4.7%4.4%+0.3 pts
Change in unemployment, past 12 months-0.3 pts——
Change since the last election (24 months)-0.1 pts——
Unemployment (ACS)8.3%5.2%+3.1 pts
Federal government workers5.3%2.6%+2.6 pts
Work from home9.5%13.5%-3.9 pts
Households on SNAP15.0%11.8%+3.2 pts
Households with Social Security income27.9%31.2%-3.3 pts
Households with public assistance income4.2%2.7%+1.5 pts
Moved in from another state, past year1.1%2.3%-1.2 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$84,312$73,248$+11,064
Per-capita income growth since 2019, nominal, 202435.9%32.0%+3.9 pts
Government and other transfers, share of income, 202416.2%19.6%-3.4 pts
Social Security, share of income, 20224.0%5.8%-1.8 pts
Medicare, share of income, 20223.3%4.5%-1.1 pts
Medicaid, share of income, 20223.2%4.0%-0.7 pts
SNAP, share of income, 20220.3%0.6%-0.3 pts
Earned Income Tax Credit, share of income, 20220.2%0.4%-0.1 pts
Veterans' benefits, share of income, 20221.1%0.9%+0.2 pts
Federal civilian jobs, share of all jobs, 20222.1%1.3%+0.8 pts
Military jobs, share of all jobs, 20224.0%0.9%+3.1 pts

ACS 5-year 2023, assembled from census tracts by the 2020 population of their blocks inside the current lines, because the Bureau has not tabulated these lines; medians are population-weighted means of tract medians. 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%
Juan Vargas
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+30.4
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +15.5 to +45.4 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+19.6): 14.9 pts toward the Democrat; 2024 House lean: 11.5 pts toward the Democrat; PAC money balance: 8.4 pts toward the Democrat; experience gap (+4 levels, D minus R): 6.0 pts toward the Democrat; 2022 House lean: 1.3 pts toward the Democrat.

How sure is it, and of what?

Total sd 9.01 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).