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

KY-2 · House

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

Safe R
0%
Megan Wingfield
Democrat
100%
S. Brett Guthrie
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+36.6
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean−26.4
2024 House lean−8.5
PAC money balance−1.8
religion: southern baptist−0.6
experience gap−0.6

The district, in brief

Kentucky's 2nd, on the map first used in 2022, is located in west central Kentucky and includes Bowling Green, Owensboro, Elizabethtown and a portion of eastern Louisville.

The incumbent is Republican Brett Guthrie, re-elected with 73.1% of the vote in 2024. He won his primary with 85.4% over Joshua Ferguson, a former constable, and Shay Perry-Adelmann, a former teacher. The Democratic nominee is Megan Wingfield, a mechanic, who won her primary with 40.7% over Hank Linderman, the party's nominee in 2018, 2020, 2022 and 2024, at 20.9%, David Hatfield at 20.6% and William Compton, a Plum Springs city commissioner, at 17.8%. Independent Thomas A. Loecken is also on the ballot. As of June 30, 2026 Guthrie had raised $4,707,592 with $1,718,271 on hand; Wingfield had raised $7,539 with $1,196 on hand.

Every rater listed calls the seat R: Decision Desk HQ (July 14, 2026), the Cook Political Report (February 6, 2025), Inside Elections (March 7, 2025) and Sabato's Crystal Ball (June 3, 2025). The text records no district polls and no presidential results.

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
Brett Guthrie (R)The incumbent is Republican Brett Guthrie, who was re-elected with 73.1% of the vote in 2024.
Open seat
noThe incumbent is Republican Brett Guthrie
Democratic nominee
Megan Wingfield====Nominee==== *Megan Wingfield, mechanic ====Eliminated in primary====
Republican nominee
Brett GuthrieBrett Guthrie, incumbent U.S. representative
Democrat's background
mechanic====Nominee==== *Megan Wingfield, mechanic ====Eliminated in primary====
Republican's background
incumbent U.S. representativeBrett Guthrie, incumbent U.S. representative
Last result
Guthrie re-elected with 73.1% in 2024who was re-elected with 73.1% of the vote in 2024
Primaries
Guthrie won the Republican primary with 85.4% over Joshua Ferguson (9.4%) and Shay Perry-Adelmann (5.2%); Wingfield won the Democratic primary with 40.7% over Hank Linderman (20.9%), David Hatfield (20.6%) and William Compton (17.8%)candidate: Megan Wingfield party: Democratic Party (United States) votes: 16,330 percentage: 40.7
Raters
Decision Desk HQ: R (July 14, 2026); Cook: R (February 6, 2025); Inside Elections: R (March 7, 2025); Sabato's Crystal Ball: R (June 3, 2025)Decision Desk HQ R July 14, 2026 The Cook Political Report R February 6, 2025
Money
As of June 30, 2026: Guthrie raised $4,707,592, spent $3,355,565, $1,718,271 on hand; Wingfield raised $7,539, spent $6,342, $1,196 on handBrett Guthrie (R) $4,707,592 $3,355,565 $1,718,271
Also
Hank Linderman, recording engineer and the Democratic nominee in 2018, 2020, 2022 and 2024, lost the primary to WingfieldHank Linderman, recording engineer and nominee for this district in 2018, 2020, 2022, and 2024
Independent Thomas A. Loecken is also on the general-election ballotparty: Independent politician candidate: Thomas A. Loecken
District is in west central Kentucky, including Bowling Green, Owensboro, Elizabethtown and a portion of eastern LouisvilleThe 2nd district is located in west central Kentucky, and includes Bowling Green, Owensboro, Elizabethtown, and a portion of eastern Louisville.

Not in the source: No presidential results appear in the text; the only presidential figure is the facts' 2024 baseline.; No district polls in the text; the model's basis says no district polls.; No background is given for independent Thomas A. Loecken or for Democratic primary candidate David Hatfield.; Ratings are given only as R, with no Lean/Likely/Safe gradation. Endorsement sections are empty.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 4c6b2ef6af16; 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

Brett Guthrie (Republican), in this chamber since 2009, 9 terms. Committees: House Committee on Energy and Commerce (Chair).

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
PresidentR+39.9R+35.7R+40.9

A shift of 1.0 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 degree68%63% / 47%64%17%
White, degree20%86% / 73%30%54%
Black5%54% / 35%3%91%
Hispanic3%16% / 6%0%58%
Asian2%52% / 14%0%64%
Other / multiracial2%65% / 49%2%56%

Of about 507,611 adults 25 and over. In 2020 the district voted 31.4% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 31.5% Democratic: the midterm electorate alone moves the margin 0.2 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
Guthrie, S. Brett Brett Hon. (REP)
incumbent
$4,707,593$1,718,27164%0%$80,276$0
Perry-Adelmann, Shay (REP)
challenger · not on our roster
$100,501$86,0030%100%$0$0
Compton, William Dakota (DEM)
challenger · not on our roster
$69,569$1840%0%$0$0
Wingfield, Megan (DEM)
challenger
$7,539$1,1970%0%$0$0
Ferguson, Joshua M (REP)
challenger · not on our roster
$7,079$650%64%$0$0
Linderman, Hank (DEM)
challenger · not on our roster
$3,800$2,0230%0%$0$0

FEC bulk candidate summaries through June 30, 2026; $80,276 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+23.5%34.9%-11.5 pts
White, non-Hispanic84.6%58.2%+26.4 pts
Black, non-Hispanic5.1%12.0%-6.9 pts
Hispanic or Latino4.5%19.0%-14.5 pts
Asian, non-Hispanic1.9%5.8%-3.9 pts
Foreign-born4.1%13.9%-9.8 pts
Median age39.039.2-0.2
Median household income$64,922$84,362$-19,440
Median home value$199,000$379,737$-180,737
Owner-occupied homes70.4%65.1%+5.4 pts
Unemployment, July 2026 (BLS county data)5.2%4.4%+0.9 pts
Change in unemployment, past 12 months-0.1 pts——
Change since the last election (24 months)-0.6 pts——
Unemployment (ACS)4.7%5.2%-0.5 pts
Federal government workers3.0%2.6%+0.4 pts
Work from home7.0%13.5%-6.5 pts
Households on SNAP11.4%11.8%-0.4 pts
Households with Social Security income34.6%31.2%+3.4 pts
Households with public assistance income1.7%2.7%-1.0 pts
Moved in from another state, past year2.5%2.3%+0.2 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$52,701$73,248$-20,547
Per-capita income growth since 2019, nominal, 202430.7%32.0%-1.2 pts
Government and other transfers, share of income, 202427.4%19.6%+7.8 pts
Social Security, share of income, 20228.0%5.8%+2.1 pts
Medicare, share of income, 20225.9%4.5%+1.4 pts
Medicaid, share of income, 20225.9%4.0%+1.9 pts
SNAP, share of income, 20220.6%0.6%-0.0 pts
Earned Income Tax Credit, share of income, 20220.5%0.4%+0.1 pts
Veterans' benefits, share of income, 20221.6%0.9%+0.7 pts
Federal civilian jobs, share of all jobs, 20221.7%1.3%+0.4 pts
Military jobs, share of all jobs, 20222.1%0.9%+1.1 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%
S. Brett Guthrie
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
-36.6
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -50.4 to -22.6 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 (R+40.4): 26.4 pts toward the Republican; 2024 House lean (R+43.5): 8.5 pts toward the Republican; PAC money balance: 1.8 pts toward the Republican; religion: southern baptist (25.8%): 0.6 pts toward the Republican; experience gap (-4 levels, D minus R): 0.6 pts toward the Republican.

How sure is it, and of what?

Total sd 8.53 points, made of the seat's own volatility 89%, correlated polling error 11%. 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).