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

FL-1 · House

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

Safe R
0%
Gay Valimont
Democrat
100%
Jimmy Patronis
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+26.4
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean−27.9
2024 House lean−5.8
religion: mainline+0.5
foreign born share+0.4
experience gap−0.4

The district, in brief

Florida's 1st is on a map first used in 2026; the text says nothing about where the new lines run. The incumbent is Republican Jimmy Patronis, who assumed office on April 2, 2025 after winning the special election that followed Matt Gaetz's resignation on November 13, 2024. The text gives no vote share for that special election.

Patronis is the Republican nominee, having won the primary with 71.1% (62,965 votes) over John Frankman (19.5%) and Douglas C. Chico (9.4%). The Democratic nominee is Gay Valimont, an athletic trainer who was the party's nominee for this district in 2024 and in the 2025 special election; one Democrat, Henry Barnes, withdrew, and no primary result is given for her. An independent, Tyler Davis, is also on the ballot. As of July 29, 2026 Patronis had raised $3,789,738, spent $2,854,437 and had $935,302 on hand; Valimont had raised $174,309 with $21,814 on hand.

Every rater listed calls the seat R: Decision Desk HQ (July 14, 2026), the Cook Political Report (February 6, 2025), Inside Elections (May 5, 2026), Sabato's Crystal Ball (April 10, 2025) and The Economist (May 6, 2026). The text records no poll.

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
Jimmy Patronis (R); assumed office April 2, 2025 after a special electionThe incumbent representative is Jimmy Patronis, who assumed office on April 2, 2025, after winning the special election that occurred as a result of the resignation of Matt Gaetz on November 13, 2024.
Open seat
noThe incumbent representative is Jimmy Patronis
Democratic nominee
Gay Valimontnominee2: Gay Valimont party2: Democratic Party (United States)
Republican nominee
Jimmy Patronis*Jimmy Patronis, incumbent U.S. representative
Democrat's background
athletic trainer; nominee for this district in 2024 and 2025* Gay Valimont, athletic trainer and nominee for this district in 2024 and 2025
Republican's background
incumbent U.S. representative*Jimmy Patronis, incumbent U.S. representative
Last result
Patronis won the 2025 special election following Matt Gaetz's resignation on November 13, 2024; no vote share is givenafter winning the special election that occurred as a result of the resignation of Matt Gaetz on November 13, 2024
Primaries
Republican: Patronis 71.1% (62,965 votes), John Frankman 19.5%, Douglas C. Chico 9.4%. Democratic: Valimont is listed as nominee; Henry Barnes withdrew; no result is givencandidate: Jimmy Patronis (incumbent) votes: 62,965 percentage: 71.1
Raters
Decision Desk HQ: R (July 14, 2026); Cook: R (Feb 6, 2025); Inside Elections: R (May 5, 2026); Sabato's Crystal Ball: R (Apr 10, 2025); The Economist: R (May 6, 2026)Decision Desk HQ R July 14, 2026 The Cook Political Report R February 6, 2025 Inside Elections R May 5, 2026
Money
As of July 29, 2026: Patronis raised $3,789,738 with $935,302 on hand; Valimont raised $174,309 with $21,814 on hand|Jimmy Patronis (R) $3,789,738 $2,854,437 $935,302 |Gay Valimont (D) $174,309 $152,495 $21,814
Also
Valimont is making her third run at this seat, having been the nominee in 2024 and in the 2025 special electionathletic trainer and nominee for this district in 2024 and 2025
An independent, Tyler Davis, is listed on the general-election ballotparty: Independent candidate: Tyler Davis change: }}
Patronis spent $2,854,437 of the $3,789,738 he raised through July 29, 2026, most of it before the primary|Jimmy Patronis (R) $3,789,738 $2,854,437 $935,302

Not in the source: The text gives no vote share for the 2025 special election or for the 2024 general election.; The text describes nothing about the new district lines, and gives no presidential results on any lines.; No Democratic primary result is given; Valimont is listed as nominee with one withdrawn challenger.; The text says nothing about Tyler Davis beyond his name.; No poll is in the text, and the model's basis says no district polls.; No general-election ratings finer than 'R' are given (no Lean/Likely/Safe).

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 27e2e54e6981; 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

Jimmy Patronis (Republican), in this chamber since 2025, 1 term. Committees: House Committee on Transportation and Infrastructure; House Committee on Small Business.

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+32.7R+37.4

A shift of 2.5 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 degree50%58% / 44%46%7%
White, degree24%79% / 68%35%49%
Black12%52% / 37%10%87%
Hispanic6%40% / 29%4%76%
Asian3%44% / 30%2%62%
Other / multiracial4%56% / 43%4%38%

Of about 534,302 adults 25 and over. In 2020 the district voted 33.6% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 33.8% Democratic: the midterm electorate alone moves the margin 0.5 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
Patronis, Jimmy Jr. (REP)
challenger
$3,789,738$935,30215%0%$2,091,187$47,351
Valentino, Gene (REP)
challenger · not on our roster
$478,960$00%82%$0$0
Gaetz, Matt (REP)
incumbent · not on our roster
$176,375$37,3040%0%$0$0
Valimont, Jennifer Gay (DEM)
challenger
$174,309$21,8140%0%$96,409$0
Frankman, John (REP)
challenger · not on our roster
$128,494$62,32216%40%$0$0
Rudman, Joel Dr. (REP)
open seat · not on our roster
$125,820$00%24%$0$0
Thompson, Michael (REP)
open seat · not on our roster
$86,976$-25,0000%54%$0$0
Chico, Douglas Connor (REP)
challenger · not on our roster
$84,387$10,8570%60%$0$0
Dimmock, Aaron (REP)
challenger · not on our roster
$50,636$1814%39%$0$0
Peacock, Jeff (REP)
open seat · not on our roster
$29,098$07%38%$0$0
Broden, Stephen (IND)
open seat · not on our roster
$19,541$039%42%$0$0
Broden, Stephen Edward (IND)
open seat · not on our roster
$19,541$039%42%$0$0
Mills, Ralph John Iii (REP)
challenger · not on our roster
$18,262$5,1140%90%$0$0
Gaffney, Kevin James Mr. (REP)
open seat · not on our roster
$13,575$9020%11%$0$0
Merk, Gregory Charles (REP)
open seat · not on our roster
$12,700$-4,3500%91%$0$0

FEC bulk candidate summaries through August 07, 2026; $2,234,947 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+31.4%34.9%-3.5 pts
White, non-Hispanic70.0%58.2%+11.7 pts
Black, non-Hispanic12.7%12.0%+0.7 pts
Hispanic or Latino7.9%19.0%-11.1 pts
Asian, non-Hispanic2.6%5.8%-3.1 pts
Foreign-born6.3%13.9%-7.6 pts
Median age39.639.20.4
Median household income$78,339$84,362$-6,022
Median home value$292,973$379,737$-86,764
Owner-occupied homes69.7%65.1%+4.6 pts
Unemployment, July 2026 (BLS county data)4.9%4.4%+0.5 pts
Change in unemployment, past 12 months+0.7 pts——
Change since the last election (24 months)+1.2 pts——
Unemployment (ACS)4.7%5.2%-0.5 pts
Federal government workers6.3%2.6%+3.7 pts
Work from home11.8%13.5%-1.7 pts
Households on SNAP10.9%11.8%-0.8 pts
Households with Social Security income33.3%31.2%+2.1 pts
Households with public assistance income1.9%2.7%-0.8 pts
Moved in from another state, past year5.8%2.3%+3.5 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$64,502$73,248$-8,746
Per-capita income growth since 2019, nominal, 202433.3%32.0%+1.3 pts
Government and other transfers, share of income, 202422.6%19.6%+3.0 pts
Social Security, share of income, 20226.9%5.8%+1.0 pts
Medicare, share of income, 20225.1%4.5%+0.6 pts
Medicaid, share of income, 20222.5%4.0%-1.5 pts
SNAP, share of income, 20220.4%0.6%-0.2 pts
Earned Income Tax Credit, share of income, 20220.4%0.4%+0.1 pts
Veterans' benefits, share of income, 20222.8%0.9%+1.9 pts
Federal civilian jobs, share of all jobs, 20223.5%1.3%+2.2 pts
Military jobs, share of all jobs, 20227.4%0.9%+6.4 pts

ACS 5-year 2023, assembled from census tracts by the 2020 population of their blocks inside the current lines, because the Bureau has not tabulated these lines; medians are population-weighted means of tract medians. 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%
Jimmy Patronis
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
-26.4
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -41.8 to -11.3 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+35.9): 27.9 pts toward the Republican; 2024 House lean: 5.8 pts toward the Republican; religion: mainline (7.1%): 0.5 pts toward the Democrat; foreign born share (6.6%): 0.4 pts toward the Democrat; experience gap (-4 levels, D minus R): 0.4 pts toward the Republican.

How sure is it, and of what?

Total sd 9.22 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 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).