Election LabU.S. forecasts, with every number traced to its run

FL-5 · House

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

Lean R
20%
Rachel Grage
Democrat
80%
John Rutherford
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+7.8
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 House lean−2.6
2024 presidential lean−1.9
religion: evangelical+0.7
experience gap−0.5
college share+0.4

The district, in brief

Florida's 5th is on a map first used in 2026; the text does not describe the new lines. The incumbent is Republican John Rutherford, re-elected with 63.1% in 2024, and he is the Republican nominee again. He faced Mark Kaye, a conservative podcaster and former radio host, in the primary; the text lists Kaye as eliminated but the Republican results table is missing. William Upham, a Marine Corps veteran, is listed as a Republican write-in.

The Democratic nominee is Rachel Grage, who won the primary with 65.1% over software developer Alex Hazen (21.6%) and project manager Mark Heggestad (13.3%). The text's description of Grage is truncated, so her background is not recorded here. As of July 29, 2026 Rutherford had raised $726,727 with $268,730 on hand; Grage had raised $272,423 with $90,533 on hand.

Every rater listed calls the seat R: Decision Desk HQ (September 25, 2026), the Cook Political Report (February 6, 2025), Inside Elections (May 5, 2026) and Sabato's Crystal Ball (April 10, 2025); no Economist rating is listed. No poll of any kind is recorded.

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
John Rutherford (R)John Rutherford, who was re-elected with 63.1% of the vote in 2024.
Open seat
noJohn Rutherford, incumbent U.S. representative
Democratic nominee
Rachel Gragecandidate: Rachel Grage votes: 27,427 percentage: 65.1
Republican nominee
John RutherfordJohn Rutherford, incumbent U.S. representative
Republican's background
incumbent U.S. representativeJohn Rutherford, incumbent U.S. representative
Last result
Rutherford re-elected with 63.1% in 2024who was re-elected with 63.1% of the vote in 2024
Primaries
Grage won the Democratic primary with 65.1% over Alex Hazen (21.6%) and Mark Heggestad (13.3%); Rutherford faced Mark Kaye in the Republican primary but the result is missing from the textcandidate: Rachel Grage votes: 27,427 percentage: 65.1
Raters
Decision Desk HQ: R (Sep 25, 2026); Cook: R (Feb 6, 2025); Inside Elections: R (May 5, 2026); Sabato's Crystal Ball: R (Apr 10, 2025)Decision Desk HQ R September 25, 2026 The Cook Political Report R February 6, 2025
Money
As of July 29, 2026: Rutherford raised $726,727 with $268,730 on hand; Grage raised $272,423 with $90,533 on handRachel Grage (D) $272,423 $174,862 $90,533
Also
Mark Kaye, a conservative podcaster and former radio host, was eliminated in the Republican primary; he raised $31,456Mark Kaye, conservative podcaster and former radio host
William Upham, a Marine Corps veteran, is listed as a Republican write-inWilliam Upham, Marine Corps veteran

Not in the source: The text is truncated: the infobox runs the incumbent's name into the 2024 result, the Republican primary results table is cut off, and the Democratic nominee's description survives only as a fragment ('HD-16 in 2024'), so Grage's background is not given.; No poll is recorded, primary or general; the model's basis also says no district polls.; The text does not describe the redrawn district's geography or give a presidential result on the new lines.; No rating finer than 'R' is given, and The Economist is not listed.; The endorsement sections are empty for both nominees.

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

John H. Rutherford (Republican), in this chamber since 2017, 5 terms. Committees: House Committee on Appropriations.

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+12.5R+7.4R+13.6

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 degree37%58% / 44%34%9%
White, degree32%79% / 68%45%52%
Black11%52% / 37%9%86%
Hispanic10%40% / 29%6%79%
Asian6%44% / 30%3%66%
Other / multiracial3%56% / 43%3%40%

Of about 537,131 adults 25 and over. In 2020 the district voted 42.0% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 42.1% 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
Rutherford, John (REP)
incumbent
$726,727$268,73062%0%$250$0
Grage, Rachel (DEM)
challenger
$272,423$90,5330%0%$0$0
Heggestad, Mark Peter (DEM)
challenger · not on our roster
$52,519$15,5970%57%$0$0
Kaye, Mark (REP)
challenger · not on our roster
$31,456$4,4180%3%$0$0
Hazen, Alexander (DEM)
challenger · not on our roster
$18,632$5,6530%27%$0$0
Macie, Mara Heather (REP)
challenger · not on our roster
$3$5,6170%0%$0$0

FEC bulk candidate summaries through July 29, 2026; $250 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+44.4%34.9%+9.5 pts
White, non-Hispanic64.7%58.2%+6.5 pts
Black, non-Hispanic11.7%12.0%-0.3 pts
Hispanic or Latino12.2%19.0%-6.8 pts
Asian, non-Hispanic5.6%5.8%-0.1 pts
Foreign-born13.7%13.9%-0.2 pts
Median age39.939.20.7
Median household income$95,820$84,362$+11,458
Median home value$388,986$379,737$+9,249
Owner-occupied homes64.5%65.1%-0.5 pts
Unemployment, July 2026 (BLS county data)5.0%4.4%+0.6 pts
Change in unemployment, past 12 months+0.6 pts——
Change since the last election (24 months)+1.0 pts——
Unemployment (ACS)3.6%5.2%-1.6 pts
Federal government workers2.8%2.6%+0.2 pts
Work from home18.5%13.5%+5.1 pts
Households on SNAP8.0%11.8%-3.8 pts
Households with Social Security income27.7%31.2%-3.5 pts
Households with public assistance income2.1%2.7%-0.5 pts
Moved in from another state, past year4.2%2.3%+1.8 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$72,943$73,248$-305
Per-capita income growth since 2019, nominal, 202433.5%32.0%+1.6 pts
Government and other transfers, share of income, 202417.3%19.6%-2.2 pts
Social Security, share of income, 20225.5%5.8%-0.3 pts
Medicare, share of income, 20224.3%4.5%-0.1 pts
Medicaid, share of income, 20222.0%4.0%-1.9 pts
SNAP, share of income, 20220.4%0.6%-0.3 pts
Earned Income Tax Credit, share of income, 20220.4%0.4%+0.0 pts
Veterans' benefits, share of income, 20221.2%0.9%+0.4 pts
Federal civilian jobs, share of all jobs, 20221.9%1.3%+0.6 pts
Military jobs, share of all jobs, 20221.7%0.9%+0.8 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?

80%
John Rutherford
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02
-7.7
expected margin, D-R
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -22.7 to +7.4 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 House lean: 2.6 pts toward the Republican; 2024 presidential lean (R+12.1): 1.9 pts toward the Republican; religion: evangelical (30.0%): 0.7 pts toward the Democrat; experience gap (-4 levels, D minus R): 0.5 pts toward the Republican; college share (46.3%): 0.4 pts toward the Democrat.

How sure is it, and of what?

Total sd 9.20 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 00a09d4b-7980-4ec5-ada0-077968a87242, 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).