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

CA-9 · House

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

Safe D
99%
Josh Harder
Democrat
1%
John McBride
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+22.7
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+9.4
PAC money balance+8.4
2024 House lean+7.4
experience gap+2.8
moved from other state share−2.2

The district, in brief

California's 9th 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 Josh Harder, re-elected with 51.8% in 2024.

Harder, the incumbent U.S. representative, faces Republican John McBride, an athletic coach who ran for this district in 2024. In the top-two primary Harder took 60.78% and McBride 23.28%; three other Republicans were eliminated. Kevin Lincoln, former mayor of Stockton and the 2024 runner-up, withdrew to run in the 13th district. As of June 30, 2026 Harder had raised $4,083,528 with $4,739,488 on hand; McBride $52,178 with $18,738 on hand. The main endorsement list, unlabelled in the extract, names Mark DeSaulnier, AIPAC, Democratic Majority for Israel, J Street, Giffords, Planned Parenthood Action Fund and the California Democratic Party; a separate one-line list names Kevin Kiley as an Independent.

Every rater listed calls the seat D: Decision Desk HQ (July 14, 2026), Inside Elections (November 6, 2025), the Cook Political Report (November 5, 2025), Sabato's Crystal Ball (February 5, 2026) 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
Josh Harder (D)The incumbent is Democrat Josh Harder, who was re-elected with 51.8% of the vote in 2024.
Open seat
noJosh Harder (Democratic), incumbent U.S. representative
Democratic nominee
Josh HarderJosh Harder (Democratic), incumbent U.S. representative
Republican nominee
John McBrideJohn McBride (Republican), athletic coach and candidate for this district in 2024
Democrat's background
incumbent U.S. representativeJosh Harder (Democratic), incumbent U.S. representative
Republican's background
athletic coach; candidate for this district in 2024John McBride (Republican), athletic coach and candidate for this district in 2024
Last result
Harder re-elected with 51.8% in 2024who was re-elected with 51.8% of the vote in 2024
Primaries
Top-two primary: Harder 60.78%, McBride 23.28%; Republicans Martin Veprauskas 7.46%, Khalid Jeffrey Jafri 6.77% and Parminder Singh 1.71% eliminatedcandidate: Josh Harder (incumbent) votes: 79,946 percentage: 60.78 party: Republican Party (United States) candidate: John McBride votes: 30,625 percentage: 23.28
Raters
Decision Desk HQ: D (July 14, 2026); Inside Elections: D (Nov 6, 2025); Cook: D (Nov 5, 2025); Sabato's Crystal Ball: D (Feb 5, 2026); The Economist: D (May 6, 2026)Decision Desk HQ D July 14, 2026 Inside Elections D November 6, 2025 The Cook Political Report D November 5, 2025
Money
As of June 30, 2026: Harder raised $4,083,528 with $4,739,488 on hand; McBride raised $52,178 with $18,738 on hand| Josh Harder (D) $4,083,528 $1,032,871 $4,739,488 | John McBride (R) $52,178 $33,569 $18,738
Also
Kevin Lincoln, former mayor of Stockton and the 2024 runner-up here, withdrew to run in the 13th district; Jim Shoemaker, a 2022 candidate here, withdrew to run for state assemblyKevin Lincoln (Republican), former mayor of Stockton (2021–2025) and runner-up for this district in 2024 (running in the 13th district)
The main endorsement list, unlabelled in the extract, names Mark DeSaulnier, the California Federation of Labor Unions, AIPAC, Democratic Majority for Israel, J Street, End Citizens United, Giffords, Planned Parenthood Action Fund, Reproductive Freedom for All, the California Democratic Party and the Bay Area Reporter; a separate one-line list names Kevin Kiley (Independent)Kevin Kiley, CA-03 (2023–present) (Independent)

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.; Candidate headings over the endorsement lists were lost in extraction, so the text does not say whom Kiley endorsed.; 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

Josh Harder (Democrat), in this chamber since 2019, 4 terms. Committees: House Committee on Appropriations.

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+26.3D+25.3D+12.9

A shift of 13.4 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 degree24%62% / 48%29%23%
White, degree8%84% / 75%15%84%
Black10%60% / 41%10%94%
Hispanic33%41% / 31%25%74%
Asian20%47% / 34%16%75%
Other / multiracial5%56% / 44%5%77%

Of about 494,606 adults 25 and over. In 2020 the district voted 63.3% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 63.0% Democratic: the midterm electorate alone moves the margin 0.6 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
Harder, Josh (DEM)
incumbent
$4,083,528$4,739,48812%0%$1,270$4,548
Mcbride, John (REP)
challenger
$52,178$18,73838%0%$0$0
Shoemaker, James H (REP)
challenger · not on our roster
$29,268$00%7%$0$0
Singh, Parminder (REP)
challenger · not on our roster
$401$610%0%$0$0

FEC bulk candidate summaries through July 08, 2026; $5,818 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+23.3%34.9%-11.6 pts
White, non-Hispanic26.3%58.2%-32.0 pts
Black, non-Hispanic10.1%12.0%-1.9 pts
Hispanic or Latino38.7%19.0%+19.7 pts
Asian, non-Hispanic18.5%5.8%+12.7 pts
Foreign-born24.5%13.9%+10.6 pts
Median age36.239.2-3.0
Median household income$101,762$84,362$+17,400
Median home value$538,018$379,737$+158,282
Owner-occupied homes62.3%65.1%-2.8 pts
Unemployment, July 2026 (BLS county data)5.9%4.4%+1.6 pts
Change in unemployment, past 12 months-0.5 pts——
Change since the last election (24 months)-0.4 pts——
Unemployment (ACS)7.0%5.2%+1.8 pts
Federal government workers2.3%2.6%-0.3 pts
Work from home9.7%13.5%-3.8 pts
Households on SNAP13.8%11.8%+2.0 pts
Households with Social Security income28.4%31.2%-2.8 pts
Households with public assistance income3.9%2.7%+1.3 pts
Moved in from another state, past year0.7%2.3%-1.6 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$75,353$73,248$+2,105
Per-capita income growth since 2019, nominal, 202436.6%32.0%+4.6 pts
Government and other transfers, share of income, 202419.3%19.6%-0.2 pts
Social Security, share of income, 20224.2%5.8%-1.6 pts
Medicare, share of income, 20223.4%4.5%-1.0 pts
Medicaid, share of income, 20225.9%4.0%+1.9 pts
SNAP, share of income, 20220.7%0.6%+0.0 pts
Earned Income Tax Credit, share of income, 20220.3%0.4%-0.1 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, 20220.3%0.9%-0.6 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%
Josh Harder
run 0b33151b · house_district_prior/0.2.0 · as of 2026-10-02
+22.8
expected margin, D-R
run 0b33151b · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +7.7 to +37.8 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+13.4): 9.4 pts toward the Democrat; PAC money balance: 8.4 pts toward the Democrat; 2024 House lean: 7.4 pts toward the Democrat; experience gap (+4 levels, D minus R): 2.8 pts toward the Democrat; moved from other state share (0.6%): 2.2 pts toward the Republican.

How sure is it, and of what?

Total sd 9.20 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 0b33151b-a949-47f1-b845-564833a2b74d, 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).