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

CA-1 · House

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

Lean D
81%
Mike McGuire
Democrat
19%
James Gallagher
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+7.9
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+9.3
experience gap−5.7
moved from other state share−1.6
outside money balance+1.0
Democrat's experience+0.8

The district, in brief

California's 1st is recorded in the facts as redrawn for 2026, on a map first used this cycle. The text says only that a special election using the pre-Proposition 50 boundaries was held on June 2, 2026, and nothing about the new lines themselves. The 2024 presidential baseline on file, a two-party margin of -25.6 for the Democrat, is on the previous lines.

The incumbent is Republican James Gallagher, who won that special election to finish the term of Doug LaMalfa, re-elected with 65.3% in 2024. Gallagher is the former Minority Leader of the California Assembly (2022–2025). The Democrat is Mike McGuire, former president pro tempore of the California State Senate (2024–2025). Democrat Audrey Denney, runner-up for the seat in 2018 and 2020, was eliminated in the primary; the text gives no primary vote totals. As of June 30, 2026, Gallagher had raised $1,488,906 with $332,899 on hand, McGuire $1,827,711 with $152,606 on hand. Three endorsement lists appear without a named candidate: one headed by President Trump and Speaker Johnson; one headed by Senators Padilla and Schiff and Governor Newsom; one naming EMILYs List and Our Revolution.

All five raters record the seat as Flip: Decision Desk HQ (July 14, 2026), Inside Elections (November 6, 2025), the Cook Political Report (November 5, 2025), Sabato's Crystal Ball (March 2, 2026) and The Economist (May 6, 2026); the text does not say in which direction. One pre-primary poll is recorded: David Binder Research (D), sponsored by McGuire's campaign, February 24–28, 2026, 700 likely voters, had McGuire 33%, Gallagher 30%, Denney 18%, Angelita Valles 4%, Wilson 2% and 11% undecided.

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
James Gallagher (R), who won the June 2, 2026 special election to finish Doug LaMalfa's termJames Gallagher, who won a special election to finish the term of Republican Doug LaMalfa, who was re-elected with 65.3% of the vote in 2024.
Open seat
noJames Gallagher (Republican), incumbent U.S. representative
Democratic nominee
Mike McGuireMike McGuire (Democratic), former president pro tempore of the California State Senate (2024–2025) from the 2nd district (2014–present)
Republican nominee
James GallagherJames Gallagher (Republican), incumbent U.S. representative, former Minority Leader of the California Assembly (2022–2025) from the 3rd district (2014–2026)
Democrat's background
former president pro tempore of the California State Senate (2024–2025), state senator from the 2nd district (2014–present)former president pro tempore of the California State Senate (2024–2025) from the 2nd district (2014–present)
Republican's background
incumbent U.S. representative; former Minority Leader of the California Assembly (2022–2025) from the 3rd district (2014–2026)incumbent U.S. representative, former Minority Leader of the California Assembly (2022–2025) from the 3rd district (2014–2026)
Last result
Doug LaMalfa (R) re-elected with 65.3% in 2024; Gallagher won the June 2, 2026 special election to finish his termwho was re-elected with 65.3% of the vote in 2024. A special election using the electoral boundaries pre-Proposition 50 was held on June 2, 2026.
Lines
The special election was held on the pre-Proposition 50 boundaries; the text says nothing further about the new linesA special election using the electoral boundaries pre-Proposition 50 was held on June 2, 2026.
Primaries
Gallagher and McGuire advanced; Democrats Audrey Denney (runner-up in 2018 and 2020) and Janice Karrman, and independents Timothy Sean Kelly and Richard T. Minner, were eliminated; the text gives no primary vote totals* Audrey Denney (Democratic), consultant, runner-up for this seat in 2018 and 2020 * Janice Karrman (Democratic), retired wine broker
Raters
Decision Desk HQ: Flip (July 14, 2026); Inside Elections: Flip (November 6, 2025); Cook: Flip (November 5, 2025); Sabato's Crystal Ball: Flip (March 2, 2026); The Economist: Flip (May 6, 2026); the text does not state the direction of the flipDecision Desk HQ Flip July 14, 2026 [[Inside Elections Flip November 6, 2025 The Cook Political Report Flip November 5, 2025
Money
As of June 30, 2026: Gallagher raised $1,488,906, spent $1,156,007, $332,899 on hand; McGuire raised $1,827,711, spent $1,675,105, $152,606 on handJames Gallagher (R) $1,488,906 $1,156,007 $332,899 | Mike McGuire (D) $1,827,711 $1,675,105 $152,606
Also
One district poll: David Binder Research (D), sponsored by McGuire's campaign, February 24–28, 2026, 700 likely voters, ±3.7%: McGuire 33%, Gallagher 30%, Denney 18%, Angelita Valles (R) 4%, Kyle Wilson (D) 2%, undecided 11%David Binder Research (D)Poll sponsored by McGuire's campaign February 24–28, 2026 700 (LV) ± 3.7% 18% |30% |33% 4% 2% 11%
Kyle Wilson, a labor attorney, withdrew on March 3, 2026 and endorsed Denney; James Salegui also withdrew* James Salegui (Democratic), financial advisor * Kyle Wilson (Democratic), labor attorney (endorsed Denney)
Kevin Kiley, the no-party-preference incumbent from the 6th district, declined and is running in the 6thKevin Kiley (No party preference), incumbent U.S. representative from the 6th district (running in the 6th district)
One endorsement list is headed by President Donald Trump, Speaker Mike Johnson, Steve Scalise, Tom Emmer, Jim Jordan and eleven California Republican representatives past and present, plus the Howard Jarvis Taxpayers Association and the California Republican Party* Donald Trump, president of the United States (2017–2021, 2025–present) ;U.S. representatives * Ken Calvert, CA-41 (1993–present)
Another endorsement list is headed by Senators Alex Padilla and Adam Schiff, Governor Gavin Newsom, Attorney General Rob Bonta, Assembly Speaker Robert Rivas, the California Democratic Party, five unions and five newspapers including The Sacramento Bee and The Press Democrat* Alex Padilla, California (2021–present) * Adam Schiff, California (2024–present) ;Statewide officials * Gavin Newsom, governor of California (2019–present)
A third endorsement list names EMILYs List, Elect Democratic Women, 314 Action, Our Revolution, Progressive Democrats of America, Progressive Victory and Track AIPAC; the extract does not state which candidate any list attaches to* 314 Action *Council on American–Islamic Relations Action * Elect Democratic Women * EMILYs List * Our Revolution
Audrey Denney raised $841,789 as of May 13, 2026 before her elimination in the primaryAudrey Denney (D) $841,789 $747,306 $94,483

Not in the source: The primary results table is garbled in the source and gives no vote totals or percentages.; All five ratings read 'Flip' without saying which party is expected to flip the seat; the text gives no lean gradation.; The text describes nothing about the new district lines beyond the special election having used the pre-Proposition 50 boundaries; the presidential baseline is on the old lines.; The special election's result and margin are not given, only that Gallagher won.; Endorsement lists appear without the name of the candidate they endorse; the post-primary endorsements section is empty.; The one poll is a pre-primary internal poll; the model's basis says no district polls.; No presidential vote percentages for the district appear in the text.

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

James Gallagher (Republican), in this chamber since 2026, 1 term. Committees: House Committee on Transportation and Infrastructure; House Committee on Science, Space, and Technology; 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
PresidentD+15.9D+19.3D+14.0

A shift of 1.8 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 degree46%62% / 48%45%26%
White, degree23%84% / 75%34%91%
Black2%60% / 41%1%96%
Hispanic21%41% / 31%13%83%
Asian4%47% / 34%3%82%
Other / multiracial5%56% / 44%4%81%

Of about 531,876 adults 25 and over. In 2020 the district voted 59.1% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 60.3% Democratic: the midterm electorate alone moves the margin 2.3 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
Mcguire, Mike (DEM)
challenger
$1,827,711$152,60616%0%$679,270$0
Gallagher, James (REP)
challenger
$1,488,906$332,89919%0%$0$0
Denney, Audrey (DEM)
challenger · not on our roster
$904,202$8,6652%0%$0$0
Lamalfa, Doug (REP)
incumbent · not on our roster
$770,764$719,95737%0%$0$0
Salegui, James (DEM)
challenger · not on our roster
$8,824$5,3070%0%$0$0
Wilson, Kyle (DEM)
challenger · not on our roster
$5,428$00%2%$0$0

FEC bulk candidate summaries through June 30, 2026; $679,270 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+28.5%34.9%-6.4 pts
White, non-Hispanic61.2%58.2%+2.9 pts
Black, non-Hispanic1.7%12.0%-10.3 pts
Hispanic or Latino27.0%19.0%+8.0 pts
Asian, non-Hispanic3.8%5.8%-2.0 pts
Foreign-born12.5%13.9%-1.4 pts
Median age41.239.22.0
Median household income$83,677$84,362$-685
Median home value$508,774$379,737$+129,037
Owner-occupied homes62.4%65.1%-2.7 pts
Unemployment, July 2026 (BLS county data)5.4%4.4%+1.1 pts
Change in unemployment, past 12 months-0.5 pts——
Change since the last election (24 months)-0.2 pts——
Unemployment (ACS)6.8%5.2%+1.6 pts
Federal government workers1.9%2.6%-0.7 pts
Work from home11.6%13.5%-1.9 pts
Households on SNAP12.3%11.8%+0.5 pts
Households with Social Security income35.9%31.2%+4.7 pts
Households with public assistance income3.4%2.7%+0.8 pts
Moved in from another state, past year0.9%2.3%-1.4 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$69,758$73,248$-3,490
Per-capita income growth since 2019, nominal, 202435.0%32.0%+3.0 pts
Government and other transfers, share of income, 202424.9%19.6%+5.3 pts
Social Security, share of income, 20226.8%5.8%+0.9 pts
Medicare, share of income, 20225.7%4.5%+1.2 pts
Medicaid, share of income, 20225.6%4.0%+1.6 pts
SNAP, share of income, 20220.7%0.6%+0.1 pts
Earned Income Tax Credit, share of income, 20220.3%0.4%-0.1 pts
Veterans' benefits, share of income, 20220.8%0.9%-0.0 pts
Federal civilian jobs, share of all jobs, 20221.0%1.3%-0.3 pts
Military jobs, share of all jobs, 20220.4%0.9%-0.5 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?

81%
Mike McGuire
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+7.9
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -7.0 to +22.9 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+14.1): 9.3 pts toward the Democrat; experience gap (-2 levels, D minus R): 5.7 pts toward the Republican; moved from other state share (0.9%): 1.6 pts toward the Republican; outside money balance: 1.0 pts toward the Democrat; Democrat's experience (state legislature): 0.8 pts toward the Democrat.

How sure is it, and of what?

Total sd 9.12 points, made of the seat's own volatility 92%, correlated polling error 8%. 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).