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

WA-1 · House

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

Safe D
100%
Suzan DelBene
Democrat
0%
Mary Silva
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+38.5
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+24.8
experience gap+11.1
2024 House lean+8.1
PAC money balance+7.8
Democrat's experience−1.1

The district, in brief

Washington's 1st district is based in the northern Seattle metropolitan area, including Kirkland, Redmond, and parts of Bellevue, Marysville, and Arlington. It is on the map first used in 2022 and is not redrawn for 2026; the facts carry no presidential baseline for these lines.

The incumbent is Democrat Suzan DelBene, re-elected with 63.0% of the vote in 2024, a two-party margin of 26.32 points in the facts, which record her winning the seat every cycle since 2012. The Republican nominee is Mary Silva, the candidate for this district in 2024. In the blanket primary DelBene took 53.0% and Silva 26.2%; James Etzkorn, an engineer with no party preference, took 7.5%, and four Democrats, led by home care aide Hunter Gordon at 6.2%, were eliminated. As of March 31, 2026 DelBene had raised $2,738,775 with $1,374,708 on hand; Silva had raised $93 with $10 on hand.

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 (August 14, 2025) and Split Ticket (July 28, 2026). The text records no 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
Suzan DelBene (D)The incumbent is Democrat Suzan DelBene, who was re-elected with 63.0% of the vote in 2024.
Open seat
noThe incumbent is Democrat Suzan DelBene
Democratic nominee
Suzan DelBene*Suzan DelBene (Democratic), incumbent U.S. representative
Republican nominee
Mary Silva*Mary Silva (Republican), candidate for this district in 2024
Democrat's background
incumbent U.S. representativeSuzan DelBene (Democratic), incumbent U.S. representative
Republican's background
candidate for this district in 2024Mary Silva (Republican), candidate for this district in 2024
Last result
DelBene re-elected with 63.0% in 2024who was re-elected with 63.0% of the vote in 2024
Primaries
Blanket primary: DelBene 53.0%, Silva 26.2%; James Etzkorn (no party preference) 7.5%, Hunter Gordon (D) 6.2% and three other Democrats eliminatedcandidate: Suzan DelBene (incumbent) votes: 85,156 percentage: 53.0 party: Republican Party (United States) candidate: Mary Silva votes: 42,088 percentage: 26.2
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (February 6, 2025); Inside Elections: D (March 7, 2025); Sabato's Crystal Ball: D (August 14, 2025); Split Ticket: D (July 28, 2026)Decision Desk HQ D July 14, 2026 The Cook Political Report D February 6, 2025
Money
As of March 31, 2026: DelBene raised $2,738,775 with $1,374,708 on hand; Silva raised $93 with $10 on handSuzan DelBene (D) $2,738,775 $2,427,787 $1,374,708
Also
The district is based in the northern Seattle metropolitan area, including Kirkland, Redmond, and parts of Bellevue, Marysville, and ArlingtonThe 1st district is based in the northern Seattle metropolitan area, including Kirkland, Redmond, and parts of Bellevue, Marysville, and Arlington.
Silva's campaign reported $93 raised, $339 spent and $10 on hand as of March 31, 2026Mary Silva (R) $93 $339 $10

Not in the source: The text gives no presidential result for the district and the facts have no presidential baseline.; No ratings finer than 'D' are given (no Lean/Likely/Safe).; No district polls appear in the text, and the model's basis says no district polls.; The text gives no background for Mary Silva beyond her 2024 candidacy, and the endorsements section is empty.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 77b3209be57f; 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

Suzan K. DelBene (Democrat), in this chamber since 2012, 8 terms. Committees: House Committee on Ways and Means.

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+33.3D+34.8D+33.2

A shift of 0.0 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 degree36%65% / 55%35%32%
White, degree30%89% / 86%45%86%
Black2%51% / 31%1%93%
Hispanic7%38% / 30%4%67%
Asian20%38% / 30%10%86%
Other / multiracial5%64% / 55%5%77%

Of about 544,611 adults 25 and over. In 2020 the district voted 65.7% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 66.6% Democratic: the midterm electorate alone moves the margin 1.7 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
Delbene, Suzan K (DEM)
incumbent
$3,550,452$1,109,68542%0%$113,130$0
Gordon, Hunter (DEM)
challenger · not on our roster
$98,588$8,0130%45%$0$0
Etzkorn, James (IND)
challenger · not on our roster
$21,787$12,9430%21%$0$0
Silva, Mary (REP)
challenger
$3,186$8200%70%$0$0

FEC bulk candidate summaries through July 15, 2026; $113,130 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+51.8%34.9%+16.8 pts
White, non-Hispanic59.7%58.2%+1.5 pts
Black, non-Hispanic2.4%12.0%-9.5 pts
Hispanic or Latino10.3%19.0%-8.7 pts
Asian, non-Hispanic20.3%5.8%+14.5 pts
Foreign-born25.1%13.9%+11.2 pts
Median age37.439.2-1.8
Median household income$131,931$84,362$+47,569
Median home value$769,500$379,737$+389,763
Owner-occupied homes63.2%65.1%-1.9 pts
Unemployment, July 2026 (BLS county data)4.9%4.4%+0.5 pts
Change in unemployment, past 12 months+0.3 pts——
Change since the last election (24 months)+0.4 pts——
Unemployment (ACS)4.1%5.2%-1.1 pts
Federal government workers1.2%2.6%-1.5 pts
Work from home25.0%13.5%+11.5 pts
Households on SNAP5.6%11.8%-6.2 pts
Households with Social Security income22.0%31.2%-9.2 pts
Households with public assistance income2.4%2.7%-0.3 pts
Moved in from another state, past year2.8%2.3%+0.5 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$98,615$73,248$+25,367
Per-capita income growth since 2019, nominal, 202435.9%32.0%+3.9 pts
Government and other transfers, share of income, 202410.3%19.6%-9.3 pts
Social Security, share of income, 20223.5%5.8%-2.3 pts
Medicare, share of income, 20222.1%4.5%-2.3 pts
Medicaid, share of income, 20221.9%4.0%-2.1 pts
SNAP, share of income, 20220.3%0.6%-0.3 pts
Earned Income Tax Credit, share of income, 20220.1%0.4%-0.3 pts
Veterans' benefits, share of income, 20220.4%0.9%-0.5 pts
Federal civilian jobs, share of all jobs, 20220.8%1.3%-0.5 pts
Military jobs, share of all jobs, 20220.5%0.9%-0.4 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%
Suzan DelBene
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+38.5
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +24.6 to +52.5 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+31.4): 24.8 pts toward the Democrat; experience gap (+4 levels, D minus R): 11.1 pts toward the Democrat; 2024 House lean (D+29.0): 8.1 pts toward the Democrat; PAC money balance: 7.8 pts toward the Democrat; Democrat's experience (incumbent): 1.1 pts toward the Republican.

How sure is it, and of what?

Total sd 8.44 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 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).