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

SC-4 · House

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

Likely R
7%
Courtney McClain
Democrat
93%
William Timmons
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+12.6
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean−7.9
2024 House lean−2.4
outside money balance+0.7
religion: evangelical+0.6
experience gap−0.5

The district, in brief

South Carolina's 4th district is in Upstate South Carolina, taking in Greenville and Spartanburg. The lines are the map first used in 2022 and are not redrawn for this cycle.

The incumbent is Republican William Timmons, re-elected with 59.7% of the vote in 2024; the facts list Republican Trey Gowdy as the winner from 2012 through 2016 and Timmons since 2018. Timmons won the Republican primary with 65.8% over David Atchley, a consulting firm owner (19.5%), and Robert Lee, a mechanical engineer (14.7%). The Democratic nominee is Courtney McClain, a political organizer; the text gives no Democratic primary results. A Libertarian, Jessica Ethridge, nominee for lieutenant governor in 2022, is also standing. As of May 13, 2026 Timmons had raised $1,431,549 with $661,353 on hand; McClain had raised $17,510 and reported cash on hand of -$2,531.

Decision Desk HQ (July 14, 2026), the Cook Political Report (June 25, 2025), Inside Elections (June 25, 2025) and Sabato's Crystal Ball (June 25, 2025) each call the seat R. No district polls are 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
William Timmons (R)The incumbent is Republican William Timmons, who was re-elected with 59.7% of the vote in 2024.
Open seat
noWilliam Timmons, incumbent U.S. representative
Democratic nominee
Courtney McClainCourtney McClain, political organizer
Republican nominee
William TimmonsWilliam Timmons, incumbent U.S. representative
Democrat's background
political organizerCourtney McClain, political organizer
Republican's background
incumbent U.S. representativeWilliam Timmons, incumbent U.S. representative
Last result
Timmons re-elected with 59.7% in 2024who was re-elected with 59.7% of the vote in 2024
Primaries
Timmons won the Republican primary with 65.8% (47,895 votes) over David Atchley 19.5% and Robert Lee 14.7%; no Democratic primary results are givencandidate: William Timmons (incumbent) party: Republican Party (United States) votes: 47,895 percentage: 65.8
Raters
Decision Desk HQ: R (July 14, 2026); Cook: R (June 25, 2025); Inside Elections: R (June 25, 2025); Sabato's Crystal Ball: R (June 25, 2025)Decision Desk HQ R July 14, 2026 The Cook Political Report R June 25, 2025
Money
As of May 13, 2026: Timmons raised $1,431,549 with $661,353 on hand; McClain raised $17,510 with cash on hand of -$2,531William Timmons (R) $1,431,549 $790,311 $661,353 | Courtney McClain (D) $17,510 $20,040 $-2,531
Also
A Libertarian nominee, Jessica Ethridge, the party's 2022 nominee for lieutenant governor, is also standingJessica Ethridge, nominee for lieutenant governor in 2022
Republican challengers David Atchley, a consulting firm owner, and Robert Lee, a mechanical engineer, were eliminated in the primaryDavid Atchley, consulting firm owner * Robert Lee, mechanical engineer

Not in the source: No Democratic primary results are given; the text does not say whether McClain was opposed.; The text does not state the district's presidential results; the facts give a 2024 two-party baseline only.; No district polls are given, and the model's basis says none.; Silver Bulletin is not among the raters listed for this district.; The endorsement section is empty.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 92fb09f11fac; 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

William R. Timmons IV (Republican), in this chamber since 2019, 4 terms. Committees: House Committee on Oversight and Government Reform; House Committee on Financial Services.

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+28.1R+21.8R+26.7

A shift of 1.4 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 degree41%61% / 40%38%15%
White, degree28%83% / 61%40%43%
Black18%53% / 40%17%91%
Hispanic7%24% / 13%2%57%
Asian3%68% / 20%1%61%
Other / multiracial2%61% / 43%2%54%

Of about 501,424 adults 25 and over. In 2020 the district voted 40.4% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 41.4% Democratic: the midterm electorate alone moves the margin 1.9 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
Timmons, William R Iv (REP)
incumbent
$1,595,725$77,22540%41%$487,313$0
Atchley, David Michael (REP)
challenger · not on our roster
$210,127$3,7410%0%$0$0
Mcclain, Courtney (DEM)
challenger
$32,993$1,2070%0%$0$0
Lee, Robert Eugene (REP)
challenger · not on our roster
$24,659$-1520%65%$0$0
Ethridge, Jessica (LIB)
challenger · not on our roster
$409$3240%100%$0$0
Harvey, Kathryn (DEM)
challenger · not on our roster
$308$00%90%$0$0

FEC bulk candidate summaries through September 30, 2026; $487,313 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+35.6%34.9%+0.7 pts
White, non-Hispanic64.8%58.2%+6.6 pts
Black, non-Hispanic18.1%12.0%+6.2 pts
Hispanic or Latino10.8%19.0%-8.2 pts
Asian, non-Hispanic2.5%5.8%-3.2 pts
Foreign-born8.9%13.9%-5.0 pts
Median age38.239.2-1.0
Median household income$70,345$84,362$-14,017
Median home value$250,100$379,737$-129,637
Owner-occupied homes68.7%65.1%+3.6 pts
Unemployment, July 2026 (BLS county data)3.8%4.4%-0.6 pts
Change in unemployment, past 12 months-0.7 pts——
Change since the last election (24 months)-0.9 pts——
Unemployment (ACS)4.3%5.2%-0.9 pts
Federal government workers1.5%2.6%-1.1 pts
Work from home10.9%13.5%-2.6 pts
Households on SNAP8.8%11.8%-3.0 pts
Households with Social Security income31.5%31.2%+0.3 pts
Households with public assistance income1.3%2.7%-1.4 pts
Moved in from another state, past year3.3%2.3%+1.0 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$60,996$73,248$-12,252
Per-capita income growth since 2019, nominal, 202426.9%32.0%-5.0 pts
Government and other transfers, share of income, 202420.2%19.6%+0.7 pts
Social Security, share of income, 20227.1%5.8%+1.3 pts
Medicare, share of income, 20224.8%4.5%+0.4 pts
Medicaid, share of income, 20222.3%4.0%-1.7 pts
SNAP, share of income, 20220.5%0.6%-0.1 pts
Earned Income Tax Credit, share of income, 20220.4%0.4%+0.1 pts
Veterans' benefits, share of income, 20220.9%0.9%+0.1 pts
Federal civilian jobs, share of all jobs, 20220.5%1.3%-0.8 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?

93%
William Timmons
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
-12.6
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -26.6 to +1.4 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 presidential lean (R+22.6): 7.9 pts toward the Republican; 2024 House lean (R+20.5): 2.4 pts toward the Republican; outside money balance: 0.7 pts toward the Democrat; religion: evangelical (34.6%): 0.6 pts toward the Democrat; experience gap (-4 levels, D minus R): 0.5 pts toward the Republican.

How sure is it, and of what?

Total sd 8.49 points, made of the seat's own volatility 89%, correlated polling error 11%. 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).