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

CA-19 · House

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

Safe D
100%
Jimmy Panetta
Democrat
0%
Peter Verbica
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+44.3
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+30.6
experience gap+12.4
2024 House lean+10.8
PAC money balance+9.5
2022 House lean+2.1

The district, in brief

California's 19th 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 2024 presidential baseline on file, a two-party margin of 35.7 for the Democrat, is on the previous lines, not the current ones.

The incumbent is Democrat Jimmy Panetta, re-elected with 69.3% of the vote in 2024. He advanced from the primary with 58.43% alongside Republican Peter Verbica, a financial planner, who took 20.47%. Eliminated were Democrat Sean Dougherty, a software engineer who was the Green Party candidate here in 2024 (11.50%), Republican Tuka Gafari (6.30%), independents Ana Luz Acevedo-Cabrera (1.60%) and Thomas Coxe (0.49%), and Libertarian Lars Mapstead (1.20%). As of May 13, 2026, Panetta had raised $2,440,228 and held $4,849,968; Verbica had raised $68,844 with $18,002 on hand. The text carries two endorsement lists, one headed by Representatives Carbajal, Khanna, Liccardo and Lofgren with Assembly Speaker Robert Rivas, AIPAC, Democratic Majority for Israel and the California Democratic Party, the other naming Central Coast Democratic Socialists of America, CAIR Action and Track AIPAC, but the extract does not name the candidate each attaches to.

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). No district polls appear in the text.

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
Jimmy Panetta (D)The incumbent is Democrat Jimmy Panetta, who was re-elected with 69.3% of the vote in 2024.
Open seat
noThe incumbent is Democrat Jimmy Panetta
Democratic nominee
Jimmy PanettaJimmy Panetta (Democratic), incumbent U.S. representative
Republican nominee
Peter VerbicaPeter Verbica (Republican), financial planner
Democrat's background
incumbent U.S. representativeJimmy Panetta (Democratic), incumbent U.S. representative
Republican's background
financial plannerPeter Verbica (Republican), financial planner
Last result
Panetta re-elected with 69.3% in 2024who was re-elected with 69.3% of the vote in 2024
Primaries
Panetta 58.43% and Verbica 20.47% advanced; Democrat Sean Dougherty 11.50%, Republican Tuka Gafari 6.30%, independents Ana Luz Acevedo-Cabrera 1.60% and Thomas Coxe 0.49%, and Libertarian Lars Mapstead 1.20% were eliminatedcandidate: Jimmy Panetta (incumbent) votes: 127,294 percentage: 58.43 party: Republican Party (United States) candidate: Peter Coe Verbica votes: 44,590 percentage: 20.47
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (November 5, 2025); Inside Elections: D (March 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: Panetta raised $2,440,228, spent $1,304,898, $4,849,968 on hand; Verbica raised $68,844, spent $50,842, $18,002 on handJimmy Panetta (D) $2,440,228 $1,304,898 $4,849,968 | Peter Verbica (R) $68,844 $50,842 $18,002
Also
One endorsement list names Representatives Salud Carbajal, Ro Khanna, Sam Liccardo and Zoe Lofgren, Assembly Speaker Robert Rivas, AIPAC, Democratic Majority for Israel, VoteVets, the California Democratic Party and the Santa Cruz Sentinel; another names Central Coast Democratic Socialists of America, CAIR Action and Track AIPAC; the extract does not state which candidate each attaches to* Salud Carbajal, CA-24 (2017–present) * Ro Khanna, CA-17 (2017–present) * Sam Liccardo, CA-16 (2025–present) * Zoe Lofgren, CA-18 (1994–present)
Sean Dougherty, the Green Party candidate for the district in 2024, ran as a Democrat, raised $135,972 and was eliminated with 11.50%Sean Dougherty (Democratic), software engineer and Green Party candidate for this district in 2024

Not in the source: The facts mark the district as redrawn for 2026, but the text describes nothing about the new lines; the presidential baseline is on the old lines.; Endorsement lists appear without the name of the candidate they endorse; the post-primary endorsements section is empty.; No district polls in the text; the model's basis is prior only, with no district polls.; Ratings are given only as 'D', with no Lean/Likely/Safe gradation.; 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

Jimmy Panetta (Democrat), in this chamber since 2017, 5 terms. Committees: House Committee on Ways and Means; House Committee on the Budget.

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+48.2D+45.8D+39.3

A shift of 9.0 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 degree27%62% / 48%26%28%
White, degree28%84% / 75%43%91%
Black2%60% / 41%2%95%
Hispanic20%41% / 31%12%77%
Asian19%47% / 34%13%80%
Other / multiracial4%56% / 44%4%84%

Of about 526,512 adults 25 and over. In 2020 the district voted 70.3% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 71.2% Democratic: the midterm electorate alone moves the margin 1.8 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
Panetta, Jimmy (DEM)
incumbent
$2,887,610$5,109,55854%0%$599,558$0
Dougherty, Sean Jacob (GRE)
challenger · not on our roster
$155,764$6273%68%$0$0
Verbica, Peter Coe (REP)
challenger
$76,324$24,6825%1%$0$0

FEC bulk candidate summaries through June 30, 2026; $599,558 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+47.0%34.9%+12.1 pts
White, non-Hispanic48.5%58.2%-9.7 pts
Black, non-Hispanic1.8%12.0%-10.2 pts
Hispanic or Latino25.2%19.0%+6.2 pts
Asian, non-Hispanic18.6%5.8%+12.8 pts
Foreign-born23.3%13.9%+9.4 pts
Median age42.139.22.9
Median household income$134,646$84,362$+50,284
Median home value$1,078,641$379,737$+698,904
Owner-occupied homes64.6%65.1%-0.5 pts
Unemployment, July 2026 (BLS county data)4.8%4.4%+0.4 pts
Change in unemployment, past 12 months-0.5 pts——
Change since the last election (24 months)-0.3 pts——
Unemployment (ACS)4.8%5.2%-0.4 pts
Federal government workers2.0%2.6%-0.6 pts
Work from home18.0%13.5%+4.6 pts
Households on SNAP6.1%11.8%-5.7 pts
Households with Social Security income31.8%31.2%+0.6 pts
Households with public assistance income2.3%2.7%-0.3 pts
Moved in from another state, past year1.6%2.3%-0.7 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$111,363$73,248$+38,115
Per-capita income growth since 2019, nominal, 202437.1%32.0%+5.1 pts
Government and other transfers, share of income, 202411.5%19.6%-8.1 pts
Social Security, share of income, 20223.2%5.8%-2.6 pts
Medicare, share of income, 20222.6%4.5%-1.9 pts
Medicaid, share of income, 20222.2%4.0%-1.8 pts
SNAP, share of income, 20220.3%0.6%-0.3 pts
Earned Income Tax Credit, share of income, 20220.1%0.4%-0.2 pts
Veterans' benefits, share of income, 20220.3%0.9%-0.6 pts
Federal civilian jobs, share of all jobs, 20220.8%1.3%-0.5 pts
Military jobs, share of all jobs, 20220.6%0.9%-0.3 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%
Jimmy Panetta
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+44.3
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +29.5 to +59.3 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+37.2): 30.6 pts toward the Democrat; experience gap (+4 levels, D minus R): 12.4 pts toward the Democrat; 2024 House lean: 10.8 pts toward the Democrat; PAC money balance: 9.5 pts toward the Democrat; 2022 House lean: 2.1 pts toward the Democrat.

How sure is it, and of what?

Total sd 9.07 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).