Election forecasts you can inspect.Tested models, shown with their sources and their uncertainty.

Updated October 22, 2026, 09:28 UTC

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Washington House District 1

2026 forecast · Updated October 22, 2026, 09:28 UTC

>99% chance of a Democratic win · Shelley Kloba (D), Cliff Moon (R), Davina Duerr (D), Maggie Wang (R)

Washington House District 1: Elects 2: expected Democratic seats 2.0Washington House 21: chance of a Democratic win >99%; 2024 president D+38Washington House 32: chance of a Democratic win >99%; 2024 president D+44Washington House 44: chance of a Democratic win >99%; 2024 president D+22Washington House 45: chance of a Democratic win >99%Washington House 46: chance of a Democratic win >99%Washington House District 1: Elects 2: expected Democratic seats 2.046322145441
Safe DLean DToss-upLean RSafe RHatched: not up in 2026 (shaded by holder) · dashed: other state

District 1 is safe Democratic. Of its 5 neighbouring districts, 5 favour Democrats.

StatusElects 2: expected Democratic seats 2.0
Chance of a Democratic win>99%
Likely margin (80% range)D+34 to D+57, middle D+46
CandidatesShelley Kloba (D), Cliff Moon (R), Davina Duerr (D), Maggie Wang (R)
Candidate list fromaggregator (The Ballot Brief)

How it has voted

On its current lines. Legislative contests and the top-of-ticket vote inside the district.

Legislature 2022no two-party contest; won by Shelley Kloba (independent or nonpartisan)
Legislature 2024D+65
President 2024D+37
← RepublicanDemocratic →

Who lives here

Census Bureau, American Community Survey 2019-2023.

This districtWashington
Median household income$143,658$94,952
Bachelor's degree or more (25+)57%39%
Median age3938
White (not Hispanic)64%64%
Black3%4%
Hispanic9%14%
Asian17%9%
Born abroad22%15%
Jobs in manufacturing10%9%
Jobs in farming or mining1%2%

Initial version. This model was tested on every state legislative election from 1994 to 2024 before publication, forecasting each as if it had not happened. It beat the simple rule “the party that holds the seat keeps it”, and its chamber seat counts were off by 2.9 seats on average (target: under 3). Districts with no two-party race last time are read from their own presidential vote, a change tested in advance that cut their average error from 17 to 13 points. It missed one of its five accuracy targets: in 2024, the calmest year on record, its ranges were wider than they needed to be (92% of results fell inside its 80% ranges; target: at most 88%). Treat the ranges as cautious. The full test record and code.