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

FL-16 · House

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

Lean R
26%
Kelly Kirschner
Democrat
74%
Sydney Gruters
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+6.0
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean−9.6
experience gap+1.4
religion: orthodox+1.3
2024 House lean−1.1
outside money balance−1.0

The district, in brief

Florida's 16th is on a map first used in 2026; the text says nothing about where the new lines run. The incumbent is Republican Vern Buchanan, re-elected with 59.5% of the vote in 2024, who announced on January 27, 2026 that he would not run for re-election. The seat is open.

The Republican nominee is Sydney Gruters, former executive director of the New College of Florida Foundation and wife of state senator and Republican National Committee chair Joe Gruters. She won the primary with 63.4% (48,570 votes) over Eddie Speir (21.3%) and Ed Pope (15.3%); New College president Richard Corcoran endorsed her, and Buchanan's son James, a state representative, was among those who declined to run. The Democratic nominee is Kelly Kirschner, former mayor of Sarasota, who won a five-way primary with 43.0% (23,488 votes) over Tamika Lyles (19.9%) and Jan Schneider (15.4%), the party's nominee in 2016, 2022 and 2024. An independent, Mark Davis, a U.S. Air Force veteran, has declared. As of July 29, 2026 Gruters had raised $1,087,683 with $622,381 on hand; Kirschner had raised $296,507 with $80,738 on hand.

Every rater listed calls the seat R: Decision Desk HQ (July 14, 2026), the Cook Political Report (February 6, 2025), Inside Elections (September 17, 2026), Sabato's Crystal Ball (May 4, 2026) and The Economist (May 6, 2026). One general-election poll is recorded: Sea Polling (August 25–29, 2026, 400 LV) had Kirschner 40%, Gruters 39%, undecided 21%.

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
Vern Buchanan (R), not runningThe incumbent is Republican Vern Buchanan, who was re-elected with 59.5% of the vote in 2024.
Open seat
yesOn January 27, 2026, Buchanan announced that he would not run for re-election.
Democratic nominee
Kelly Kirschnernominee2: Kelly Kirschner party2: Democratic Party (United States)
Republican nominee
Sydney Grutersnominee1: Sydney Gruters party1: Republican Party (United States)
Democrat's background
former mayor of Sarasota*Kelly Kirschner, former mayor of Sarasota
Republican's background
former executive director of the New College of Florida Foundation; wife of state senator and RNC chair Joe GrutersSydney Gruters, former executive director of the New College of Florida Foundation and wife of state senator and chair of the Republican National Committee Joe Gruters
Last result
Buchanan re-elected with 59.5% in 2024who was re-elected with 59.5% of the vote in 2024
Primaries
Republican: Gruters 63.4% (48,570 votes), Eddie Speir 21.3%, Ed Pope 15.3%. Democratic: Kirschner 43.0% (23,488), Tamika Lyles 19.9%, Jan Schneider 15.4%, Jon Harris 12.5%, Glenn Pearson 9.2%candidate: Sydney Gruters votes: 48,570 percentage: 63.4
Raters
Decision Desk HQ: R (July 14, 2026); Cook: R (Feb 6, 2025); Inside Elections: R (Sept 17, 2026); Sabato's Crystal Ball: R (May 4, 2026); The Economist: R (May 6, 2026)Decision Desk HQ R July 14, 2026 The Cook Political Report R February 6, 2025 Inside Elections R September 17, 2026
Money
As of July 29, 2026: Gruters raised $1,087,683 with $622,381 on hand; Kirschner raised $296,507 with $80,738 on hand|Sydney Gruters (R) $1,087,683 $465,301 $622,381
Also
One general-election poll: Sea Polling, August 25–29, 2026, 400 LV: Gruters 39%, Kirschner 40%, undecided 21%Sea Polling August 25–29, 2026 400 (LV) ± 4.9% 39% |40% 21%
Buchanan announced on January 27, 2026 that he would not run; his son James Buchanan, a state representative, declined and is running for state senate*James Buchanan, state representative from the 73rd district (2020–present) and son of incumbent Vern Buchanan (running for state senate)
New College of Florida president Richard Corcoran endorsed Gruters; Senate majority leader Jim Boyd, Jay Collins, Joe Gruters and Anna Paulina Luna were among those who declined*Richard Corcoran, president of the New College of Florida (2023–present) (endorsed Gruters)
Jan Schneider, the Democratic nominee in 2016, 2022 and 2024, lost the primary with 15.4%*Jan Schneider, perennial candidate, attorney, and nominee for this district in 2016, 2022, and 2024
An independent, Mark Davis, a U.S. Air Force veteran, has declared and raised $51,311|Mark Davis (I) $51,311 $48,106 $3,204

Not in the source: The text describes nothing about the new district lines, and gives no presidential results on any lines.; The text does not say why Buchanan is not running.; The one general-election poll (Sea Polling) is in the text but the model's basis says no district polls; the text gives no sponsor or partisan tag for it.; 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

Vern Buchanan (Republican), in this chamber since 2007, 10 terms. Committees: Joint Committee on Taxation; House Committee on Ways and Means.

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+12.2R+11.1R+18.6

A shift of 6.4 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 degree46%58% / 44%43%24%
White, degree27%79% / 68%39%60%
Black10%52% / 37%8%95%
Hispanic12%40% / 29%7%52%
Asian2%44% / 30%1%74%
Other / multiracial2%56% / 43%2%69%

Of about 585,793 adults 25 and over. In 2020 the district voted 47.2% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 47.6% Democratic: the midterm electorate alone moves the margin 0.8 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
Gruters, Sydney (REP)
open seat
$1,087,683$622,38111%1%$1,635,701$0
Buchanan, Vernon (REP)
incumbent · not on our roster
$929,859$995,72363%0%$0$0
Kirschner, Kelly (DEM)
open seat
$296,507$80,7380%0%$10$0
Lyles, Tamika (DEM)
open seat · not on our roster
$122,215$55,2800%20%$0$0
Harris, Jonathan (DEM)
open seat · not on our roster
$85,555$28,8680%61%$0$0
Schneider, Jan (DEM)
open seat · not on our roster
$56,078$74,5050%67%$0$0
Schneider, Jan (DEM)
challenger · not on our roster
$56,078$74,5050%67%$0$0
Davis, Mark (NPA)
open seat · not on our roster
$51,311$3,2040%4%$0$0
Pope, Edward Peter Dr. (REP)
open seat · not on our roster
$49,248$26,7830%99%$0$0
Pearson, Glenn Keith Mr (DEM)
open seat · not on our roster
$47,645$5,3180%8%$0$0
Speir, Jason Edward (REP)
open seat · not on our roster
$44,245$13,9670%0%$0$860,026

FEC bulk candidate summaries through September 30, 2026; $2,495,737 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+34.7%34.9%-0.3 pts
White, non-Hispanic67.4%58.2%+9.1 pts
Black, non-Hispanic11.1%12.0%-0.9 pts
Hispanic or Latino15.6%19.0%-3.4 pts
Asian, non-Hispanic2.1%5.8%-3.7 pts
Foreign-born12.0%13.9%-1.9 pts
Median age48.339.29.1
Median household income$79,787$84,362$-4,574
Median home value$355,747$379,737$-23,990
Owner-occupied homes72.7%65.1%+7.6 pts
Unemployment, July 2026 (BLS county data)4.8%4.4%+0.5 pts
Change in unemployment, past 12 months+0.6 pts——
Change since the last election (24 months)+1.0 pts——
Unemployment (ACS)5.1%5.2%-0.1 pts
Federal government workers1.8%2.6%-0.8 pts
Work from home15.6%13.5%+2.2 pts
Households on SNAP9.2%11.8%-2.6 pts
Households with Social Security income43.9%31.2%+12.7 pts
Households with public assistance income2.0%2.7%-0.7 pts
Moved in from another state, past year4.1%2.3%+1.8 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$70,160$73,248$-3,088
Per-capita income growth since 2019, nominal, 202432.8%32.0%+0.8 pts
Government and other transfers, share of income, 202421.9%19.6%+2.3 pts
Social Security, share of income, 20228.5%5.8%+2.6 pts
Medicare, share of income, 20226.6%4.5%+2.2 pts
Medicaid, share of income, 20222.2%4.0%-1.8 pts
SNAP, share of income, 20220.3%0.6%-0.3 pts
Earned Income Tax Credit, share of income, 20220.3%0.4%-0.0 pts
Veterans' benefits, share of income, 20221.0%0.9%+0.1 pts
Federal civilian jobs, share of all jobs, 20220.7%1.3%-0.6 pts
Military jobs, share of all jobs, 20220.4%0.9%-0.5 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?

74%
Sydney Gruters
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02
-6.0
expected margin, D-R
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -21.2 to +9.2 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+17.1): 9.6 pts toward the Republican; experience gap (+1 levels, D minus R): 1.4 pts toward the Democrat; religion: orthodox (0.8%): 1.3 pts toward the Democrat; 2024 House lean: 1.1 pts toward the Republican; outside money balance: 1.0 pts toward the Republican.

How sure is it, and of what?

Total sd 9.29 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).