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

Updated October 22, 2026, 09:28 UTC

State legislatures › Alabama House

Alabama House District 103

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

Decided: only a Democrat is running · Barbara Drummond (D)

Alabama House District 103: Decided: only a Democrat is runningAlabama House 101: chance of a Democratic win 4%Alabama House 104: chance of a Democratic win <1%Alabama House 105: chance of a Democratic win <1%Alabama House 97: chance of a Democratic win >99%Alabama House 99: chance of a Democratic win 96%Alabama House District 103: Decided: only a Democrat is running1019997105103
Safe DLean DToss-upLean RSafe RHatched: not up in 2026 (shaded by holder) · dashed: other state

District 103 is safe Democratic. Of its 5 neighbouring districts, 2 favour Democrats, 3 favour Republicans.

StatusDecided: only a Democrat is running
CandidatesBarbara Drummond (D)
Candidate list fromaggregator (The Ballot Brief)
Current memberBarbara Drummond

How it has voted

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

Legislature 2022uncontested (D)
Governor 2022D+15
← RepublicanDemocratic →

Who lives here

Census Bureau, American Community Survey 2019-2023.

This districtAlabama
Median household income$44,228$62,027
Bachelor's degree or more (25+)21%28%
Median age3439
White (not Hispanic)31%64%
Black61%26%
Hispanic5%5%
Asian2%1%
Born abroad5%4%
Jobs in manufacturing11%14%
Jobs in farming or mining1%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.