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

OK-1 · House

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

Likely R
10%
John Croisant
Democrat
90%
Mark Tedford
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+11.4
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean−9.1
2024 House lean−3.2
outside money balance+0.7
religion: mainline+0.3
2020 presidential lean+0.3

The district, in brief

Oklahoma's 1st is based in the Tulsa metropolitan area. The lines are the map first used in 2022 and the district was not redrawn for this cycle. The facts carry no presidential baseline for the district.

The seat is open: Republican Kevin Hern, re-elected with 60.4% of the vote in 2024, announced on March 11, 2026 that he would run for the U.S. Senate after Senator Markwayne Mullin's appointment as secretary of homeland security. The Republican primary was the largest in the district's history with 11 candidates on the ballot. State representative Mark Tedford (69th district, 2022–present) led with 32.2% ahead of pastor Jackson Lahmeyer at 25.9%, whom Donald Trump had endorsed in May; Lahmeyer advanced to the runoff but withdrew, leaving Tedford as nominee. Businessman Nathan Butterfield (16.0%) and Corporation Commission chair Kim David (6.5%) were among those eliminated, and Dan Rooney withdrew after Trump's endorsement while remaining on the ballot. The Democratic nominee is John Croisant, a Tulsa school board member; Erica Watkins withdrew to run for the state Senate. As of May 27, 2026 Tedford had raised $1,448,254 with $515,723 on hand; Croisant had raised $124,218 with $40,460 on hand.

Every rater listed calls the seat R: Decision Desk HQ (September 25, 2026), the Cook Political Report (February 6, 2025), Inside Elections (March 7, 2025) and Sabato's Crystal Ball (October 10, 2025). The text records no district polls.

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
Kevin Hern (R), running for U.S. SenateThe incumbent is Republican Kevin Hern, who was re-elected with 60.4% of the vote in 2024. On March 11, 2026, Hern announced he would run for the U.S. Senate, following incumbent senator Markwayne Mullin's appointment as secretary of homeland security.
Open seat
yesKevin Hern, incumbent U.S. representative (running for U.S. Senate)
Democratic nominee
John CroisantJohn Croisant, Tulsa school board member
Republican nominee
Mark TedfordMark Tedford, state representative from the 69th district (2022–present)
Democrat's background
Tulsa school board memberJohn Croisant, Tulsa school board member
Republican's background
state representative from the 69th district (2022–present)Mark Tedford, state representative from the 69th district (2022–present)
Last result
Hern re-elected with 60.4% in 2024who was re-elected with 60.4% of the vote in 2024
Primaries
Republican primary of 11 candidates: Tedford 32.2%, Jackson Lahmeyer 25.9% (advanced to runoff, then withdrew), Nathan Butterfield 16.0%, Kim David 6.5%; Croisant was the Democratic nominee after Erica Watkins withdrewThe 2026 Republican primary in Oklahoma's 1st congressional district is the largest in the district's history with 11 candidates on the ballot.
Raters
Decision Desk HQ: R (Sept 25, 2026); Cook: R (Feb 6, 2025); Inside Elections: R (Mar 7, 2025); Sabato's Crystal Ball: R (Oct 10, 2025)Decision Desk HQ R September 25, 2026 The Cook Political Report R February 6, 2025
Money
As of May 27, 2026: Tedford raised $1,448,254 with $515,723 on hand; Croisant raised $124,218 with $40,460 on handMark Tedford (R) $1,448,254 $932,531 $515,723
Also
Donald Trump endorsed pastor Jackson Lahmeyer in May; Lahmeyer advanced to the runoff against Tedford but withdrewIn May, Tulsa pastor Jackson Lahmeyer received an endorsement from President Donald Trump ahead of the primary.
Folds of Honor founder Dan Rooney withdrew after Trump's endorsement but remained on the ballotFolds of Honor founder Dan Rooney withdrew from the race after Trump's endorsement.
Kim David, chair of the Oklahoma Corporation Commission and former state Senate majority leader, was eliminated in the primaryKim David, chair of the Oklahoma Corporation Commission (2024–present) from seat 1 (2023–present) and former majority leader of the Oklahoma Senate (2019–2021) from the 18th district (2010–2022)
Lieutenant governor Matt Pinnell, insurance commissioner Glen Mulready and Tulsa County DA Steve Kunzweiler declined to run; sheriff Vic Regalado endorsed ButterfieldMatt Pinnell, lieutenant governor of Oklahoma (2019–present)

Not in the source: The facts' presidential_baseline is null and the text gives no presidential results for the district.; No Democratic primary result is given; Croisant is listed as nominee after Watkins withdrew.; The text does not say why Lahmeyer withdrew from the runoff or whether a runoff vote was held.; Fundraising figures are as of May 27, 2026, older than the June 30 reports elsewhere.; Ratings are given only as R, with no Lean/Likely/Safe gradation.; No district polls appear in the text, and the model's basis says no district polls.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 54d7444c45f0; 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

Kevin Hern (Republican), in this chamber since 2018, 5 terms. Committees: 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+29.6R+22.3R+22.5

A shift of 7.2 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 degree43%58% / 47%43%18%
White, degree25%79% / 72%38%53%
Black8%47% / 23%4%94%
Hispanic9%22% / 17%3%63%
Asian3%15% / 26%2%66%
Other / multiracial11%55% / 44%11%35%

Of about 523,620 adults 25 and over. In 2020 the district voted 39.0% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 38.6% Democratic: the midterm electorate alone moves the margin 0.9 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
Hern, Kevin (REP)
incumbent · not on our roster
$2,512,712$046%0%$0$0
Tedford, Mark (REP)
open seat
$1,763,830$173,7353%74%$95,000$0
Butterfield, Nathaniel Allen (REP)
open seat · not on our roster
$1,689,372$11,8820%99%$0$7,000
Rooney, Dan (REP)
open seat · not on our roster
$688,753$153,3990%36%$0$0
Lahmeyer, Jackson (REP)
open seat · not on our roster
$415,914$10,7427%26%$482,735$24,500
David, Kim (REP)
open seat · not on our roster
$200,155$51,8334%0%$14,000$0
Cochran, Jed (REP)
open seat · not on our roster
$177,212$1,1311%0%$0$0
Woods, Todd (REP)
open seat · not on our roster
$153,800$1300%98%$0$0
Croisant, John Thomas (DEM)
open seat
$141,972$36,5790%1%$0$0
Stallings, Jackson (REP)
open seat · not on our roster
$52,910$00%16%$0$0
Gill, Courtney (REP)
open seat · not on our roster
$15,706$1,4380%45%$0$0
Watkins, Erica (DEM)
open seat · not on our roster
$13,893$8780%7%$0$0
Baker, Dennis (DEM)
open seat · not on our roster
$10,640$128,5660%0%$0$0

FEC bulk candidate summaries through June 30, 2026; $623,235 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+32.6%34.9%-2.3 pts
White, non-Hispanic60.0%58.2%+1.8 pts
Black, non-Hispanic8.5%12.0%-3.5 pts
Hispanic or Latino14.1%19.0%-4.9 pts
Asian, non-Hispanic3.4%5.8%-2.4 pts
Foreign-born8.8%13.9%-5.1 pts
Median age36.439.2-2.8
Median household income$69,305$84,362$-15,057
Median home value$214,500$379,737$-165,237
Owner-occupied homes62.6%65.1%-2.5 pts
Unemployment, July 2026 (BLS county data)4.5%4.4%+0.2 pts
Change in unemployment, past 12 months+1.3 pts——
Change since the last election (24 months)+1.2 pts——
Unemployment (ACS)5.2%5.2%-0.0 pts
Federal government workers2.1%2.6%-0.5 pts
Work from home10.1%13.5%-3.3 pts
Households on SNAP12.0%11.8%+0.2 pts
Households with Social Security income29.0%31.2%-2.2 pts
Households with public assistance income2.7%2.7%-0.0 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$79,058$73,248$+5,810
Per-capita income growth since 2019, nominal, 202433.4%32.0%+1.5 pts
Government and other transfers, share of income, 202416.0%19.6%-3.6 pts
Social Security, share of income, 20225.1%5.8%-0.7 pts
Medicare, share of income, 20223.7%4.5%-0.8 pts
Medicaid, share of income, 20222.6%4.0%-1.4 pts
SNAP, share of income, 20220.6%0.6%-0.0 pts
Earned Income Tax Credit, share of income, 20220.3%0.4%-0.0 pts
Veterans' benefits, share of income, 20220.9%0.9%+0.1 pts
Federal civilian jobs, share of all jobs, 20220.8%1.3%-0.5 pts
Military jobs, share of all jobs, 20220.5%0.9%-0.4 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?

90%
Mark Tedford
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
-11.4
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -26.3 to +3.5 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 (R+20.9): 9.1 pts toward the Republican; 2024 House lean (R+24.6): 3.2 pts toward the Republican; outside money balance: 0.7 pts toward the Democrat; religion: mainline (9.5%): 0.3 pts toward the Democrat; 2020 presidential lean (R+26.5): 0.3 pts toward the Democrat.

How sure is it, and of what?

Total sd 9.03 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).