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

KY-3 · House

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

Safe D
100%
Morgan McGarvey
Democrat
0%
Maria Teresa Rodriguez
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+31.5
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+17.2
2024 House lean+9.6
PAC money balance+7.5
experience gap+5.7
hispanic share+1.1

The district, in brief

Kentucky's 3rd, on the map first used in 2022, encompasses nearly all of Louisville Metro, which since the merger of 2003 is consolidated with Jefferson County, though other incorporated cities such as Shively and St. Matthews exist within the county.

The incumbent is Democrat Morgan McGarvey, re-elected with 61.9% of the vote in 2024. He is listed as nominee with no primary result shown; his one challenger, community activist Jared Randall, withdrew. The Republican nominee is Maria Rodriguez, a cleaning contractor, who won her primary with 48.2% over David Nichter at 20.7%, Daniel Cobble, described as a perennial candidate, at 17.9%, and Donald Pay at 13.1%. Independent Oumou Diallo did not qualify. As of June 30, 2026 McGarvey had raised $1,633,683 with $1,813,759 on hand; Rodriguez had raised $38,068 with $15,672 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) 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
Morgan McGarvey (D)The incumbent is Democrat Morgan McGarvey, who was re-elected with 61.9% of the vote in 2024.
Open seat
noThe incumbent is Democrat Morgan McGarvey
Democratic nominee
Morgan McGarveyMorgan McGarvey, incumbent U.S. representative
Republican nominee
Maria Teresa Rodriguez====Nominee==== *Maria Rodriguez, cleaning contractor
Democrat's background
incumbent U.S. representativeMorgan McGarvey, incumbent U.S. representative
Republican's background
cleaning contractor====Nominee==== *Maria Rodriguez, cleaning contractor
Last result
McGarvey re-elected with 61.9% in 2024who was re-elected with 61.9% of the vote in 2024
Primaries
Rodriguez won the Republican primary with 48.2% over David Nichter (20.7%), Daniel Cobble (17.9%) and Donald Pay (13.1%); McGarvey is listed as Democratic nominee with no primary result shown after Jared Randall withdrewcandidate: Maria Teresa Rodriguez party: Republican Party (United States) votes: 15,855 percentage: 48.2
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (February 6, 2025); Inside Elections: D (March 7, 2025); Sabato's Crystal Ball: D (June 3, 2025)Decision Desk HQ D July 14, 2026 The Cook Political Report D February 6, 2025
Money
As of June 30, 2026: McGarvey raised $1,633,683, spent $1,083,341, $1,813,759 on hand; Rodriguez raised $38,068, spent $22,296, $15,672 on handMorgan McGarvey (D) $1,633,683 $1,083,341 $1,813,759
Also
Independent Oumou Diallo, a former PASTEF activist and 2024 candidate for the Senegalese National Assembly, did not qualify for the ballotOumou Diallo, former PASTEF activist and candidate for the Senegalese National Assembly in 2024
Democrat Jared Randall, a community activist, withdrew from the primary====Withdrawn==== *Jared Randall, community activist
District encompasses nearly all of Louisville Metro, consolidated with Jefferson County since the merger of 2003The 3rd district encompasses nearly all of Louisville Metro, which, since the merger of 2003, is consolidated with Jefferson County

Not in the source: No Democratic primary result appears in the text; McGarvey is simply listed as nominee.; 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.; Ratings are given only as D, 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

Morgan McGarvey (Democrat), in this chamber since 2023, 2 terms. Committees: House Committee on Veterans' Affairs; House Committee on Small Business; House Committee on the Budget.

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+14.1D+20.5D+16.8

A shift of 2.8 points toward the Democrats 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 degree42%63% / 47%41%31%
White, degree27%86% / 73%41%77%
Black20%54% / 35%14%97%
Hispanic5%16% / 6%1%78%
Asian3%52% / 14%1%79%
Other / multiracial2%65% / 49%2%74%

Of about 518,004 adults 25 and over. In 2020 the district voted 61.3% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 60.9% Democratic: the midterm electorate alone moves the margin 0.8 points toward Republicans. 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
Mcgarvey, Morgan (DEM)
incumbent
$1,633,684$1,813,76033%0%$0$0
Rodriguez, Maria Teresa (REP)
challenger
$38,069$15,67214%0%$0$0
Pay, Donald (REP)
challenger · not on our roster
$3,146$00%13%$0$0
Diallo, Oumou (IND)
challenger · not on our roster
$2,665$4490%21%$0$0

FEC bulk candidate summaries through July 01, 2026; no independent expenditures reported for or against any candidate, which usually means nobody outside the district thinks it is in play.

The district in numbers

MeasureDistrictNationDifference
Bachelor's degree or higher, 25+35.6%34.9%+0.6 pts
White, non-Hispanic62.6%58.2%+4.4 pts
Black, non-Hispanic22.4%12.0%+10.4 pts
Hispanic or Latino7.9%19.0%-11.1 pts
Asian, non-Hispanic2.8%5.8%-3.0 pts
Foreign-born9.6%13.9%-4.3 pts
Median age38.139.2-1.1
Median household income$66,104$84,362$-18,258
Median home value$228,100$379,737$-151,637
Owner-occupied homes60.5%65.1%-4.6 pts
Unemployment, July 2026 (BLS county data)5.2%4.4%+0.8 pts
Change in unemployment, past 12 months+0.1 pts——
Change since the last election (24 months)-0.7 pts——
Unemployment (ACS)4.9%5.2%-0.3 pts
Federal government workers1.9%2.6%-0.7 pts
Work from home12.1%13.5%-1.3 pts
Households on SNAP10.8%11.8%-1.0 pts
Households with Social Security income31.2%31.2%-0.0 pts
Households with public assistance income2.1%2.7%-0.6 pts
Moved in from another state, past year2.7%2.3%+0.4 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$70,646$73,248$-2,602
Per-capita income growth since 2019, nominal, 202434.1%32.0%+2.2 pts
Government and other transfers, share of income, 202420.1%19.6%+0.5 pts
Social Security, share of income, 20226.0%5.8%+0.2 pts
Medicare, share of income, 20224.4%4.5%-0.1 pts
Medicaid, share of income, 20224.8%4.0%+0.8 pts
SNAP, share of income, 20220.5%0.6%-0.1 pts
Earned Income Tax Credit, share of income, 20220.4%0.4%+0.0 pts
Veterans' benefits, share of income, 20220.6%0.9%-0.3 pts
Federal civilian jobs, share of all jobs, 20221.2%1.3%-0.1 pts
Military jobs, share of all jobs, 20220.4%0.9%-0.5 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%
Morgan McGarvey
run 0b33151b · house_district_prior/0.2.0 · as of 2026-10-02
+31.6
expected margin, D-R
run 0b33151b · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +18.0 to +45.5 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+20.8): 17.2 pts toward the Democrat; 2024 House lean (D+26.6): 9.6 pts toward the Democrat; PAC money balance: 7.5 pts toward the Democrat; experience gap (+4 levels, D minus R): 5.7 pts toward the Democrat; hispanic share (8.7%): 1.1 pts toward the Democrat.

How sure is it, and of what?

Total sd 8.42 points, made of the seat's own volatility 91%, correlated polling error 9%. 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 0b33151b-a949-47f1-b845-564833a2b74d, 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).