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

Updated October 22, 2026, 09:28 UTC

State legislatures › Michigan House

Michigan House District 91

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

<1% chance of a Democratic win · Frank Lafata (D), Pat Outman (R)

Michigan House District 91: ForecastMichigan House 100: chance of a Democratic win <1%; 2024 president R+38Michigan House 101: chance of a Democratic win <1%; 2024 president R+38Michigan House 78: chance of a Democratic win <1%; 2024 president R+31Michigan House 90: chance of a Democratic win 2%; 2024 president R+18Michigan House 92: chance of a Democratic win 6%; 2024 president R+12Michigan House 93: chance of a Democratic win <1%; 2024 president R+32Michigan House District 91: Forecast9092789310010191
Safe DLean DToss-upLean RSafe RHatched: not up in 2026 (shaded by holder) · dashed: other state

District 91 is safe Republican. Of its 6 neighbouring districts, 6 favour Republicans.

StatusForecast
Chance of a Democratic win<1%
Likely margin (80% range)R+50 to R+28, middle R+39
CandidatesFrank Lafata (D), Pat Outman (R)
Candidate list fromaggregator (The Ballot Brief)
Current memberPat Outman

How it has voted

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

Legislature 2024R+43
President 2024R+38
← RepublicanDemocratic →

Who lives here

Census Bureau, American Community Survey 2019-2023.

This districtMichigan
Median household income$66,843$71,149
Bachelor's degree or more (25+)17%32%
Median age4140
White (not Hispanic)89%73%
Black1%13%
Hispanic5%6%
Asian0%3%
Born abroad2%7%
Jobs in manufacturing23%18%
Jobs in farming or mining2%1%

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.