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

South Carolina · Senate

election 2026-11-03 · forecast as of 2026-10-01 · margins and probabilities are for Annie Andrews

Lean R
30%
Annie Andrews
Democrat
70%
Darline Graham
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+3.4

Who is running?

Annie Andrews (Democratic), Darline Graham (Republican), Kasie Whitener (Libertarian), Mark Hackett (Constitution). The margin below is Annie Andrews minus the other candidate in the main contest; the rest are on the ballot and not in it.

The race, in brief

South Carolina elects a U.S. senator on November 3, 2026. The text calls the state generally a Republican stronghold: Donald Trump won it by 12 points in 2020 and 18 in 2024, and Democrats have not won a Senate election there since 1998. The state profile records a median household income of 66818.0, a white non-Hispanic share of 0.6 and a college share of 0.3.

Four-term senator Lindsey Graham won the June 9 Republican primary with 56.8% and died on July 11. Governor Henry McMaster, on President Trump's recommendation, appointed his sister Darline Graham, a commissioner for the South Carolina Commission for the Blind; she was sworn in on July 14. In the August 11 special primary she led with 32.8% over congressman Ralph Norman's 24.6%, and she won the August 25 runoff 52.4% to 47.6% by the results table (the lead gives 52.5%). The Democratic nominee is pediatrician Annie Andrews, the 2022 nominee for the 1st district, who won 61.5% over Brandon Brown. Libertarian Kasie Whitener and Constitution nominee Mark Hackett are also on the ballot. As of August 5, 2026 Andrews had raised $10,804,041 with $4,119,295 on hand; Graham had raised $346,783 with $251,431 on hand.

All ten raters listed call the race R, among them the Cook Political Report, Inside Elections, Sabato's Crystal Ball and Split Ticket, all dated September 2026. The text's polling average is Graham 45.1%, Andrews 42.5%, or Graham +2.6%; the latest listed poll, Trafalgar Group, a Republican firm (September 23–25), has Graham 43%, Andrews 42%.

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
Darline Graham (R), appointed July 2026 after Lindsey Graham's deathMcMaster selected Darline on July 13 and she was sworn in on July 14. She is the first woman to represent South Carolina in the U.S. Senate.
Open seat
noRepublican appointee Darline Graham and Democratic pediatrician Annie Andrews are the nominees for their respective parties.
Democratic nominee
Annie AndrewsAndrews won the Democratic nomination with 61.5% of the vote over former Paine College administrator Brandon Brown.
Republican nominee
Darline GrahamGraham defeated congressman Ralph Norman in a runoff on August 25 with 52.5% of the vote after no candidate received a majority in an August 11 special primary.
Democrat's background
pediatrician; 2022 nominee for the 1st congressional district*Annie Andrews, pediatrician and nominee for 1 in 2022
Republican's background
commissioner for the South Carolina Commission for the Blind (2019–2026); sister of Lindsey Graham; appointed senator July 2026*Darline Graham, commissioner for the South Carolina Commission for the Blind (2019–2026)
Presidential vote
Trump won by 12 points in 2020 and 18 points in 2024Republican nominee Donald Trump won South Carolina in the 2020 presidential election by 12 percentage points; in 2024, his margin grew to 18 points.
Last result
Lindsey Graham beat Jaime Harrison by 10 points in 2020; Democrats have not won a Senate race in the state since 1998He was reelected in 2008, 2014, and most recently in 2020, defeating Jaime Harrison by 10 percentage points in what was expected to be a dead heat.
Primaries
Lindsey Graham won the June 9 primary (56.8%) and died July 11. Special primary August 11: Darline Graham 32.8%, Norman 24.6%, Fry 19.7%, Sanford 14.9%; runoff August 25: Graham 52.4% (table; 52.5% in the lead) to Norman 47.6%. Democratic: Andrews 61.5%, Brown 30.2%, Freeman 8.3%candidate: Darline Graham (incumbent) votes: 193,486 percentage: 52.4
Raters
All ten raters listed call it R: Cook (Sep 23, 2026), Decision Desk HQ, The Economist, FiftyPlusOne, Fox News, Inside Elections, RealClearPolitics, Sabato's Crystal Ball, Silver Bulletin, Split TicketThe Cook Political Report R September 23, 2026 Decision Desk HQ R September 25, 2026
Money
As of August 5, 2026: Andrews raised $10,804,041 with $4,119,295 on hand; Graham raised $346,783 with $251,431 on hand| Annie Andrews (D) $10,804,041 $6,684,746 $4,119,295
Also
Poll average across five aggregators: Graham 45.1%, Andrews 42.5%, Graham +2.6%Average |45.1% 42.5% 12.4% |Graham +2.6%
Latest poll: Trafalgar Group (R) (Sep 23–25, 2026, 1,087 LV) Graham 43%, Andrews 42%Trafalgar Group (R) September 23–25, 2026 1,087 (LV) ±2.9% |43% 42%
InsiderAdvantage (R) (Sep 8–9, 2026, 1,200 LV) Graham 45%, Andrews 43%InsiderAdvantage (R) September 8–9, 2026 1,200 (LV) ±2.8% |45% 43%
Lindsey Graham, the four-term incumbent and Republican nominee, died of cardiac arrest on July 11, 2026Graham died suddenly on July 11, 2026, of cardiac arrest.
Trump recommended Darline Graham's appointment and campaigned for her in the runoff; Fry and McMaster backed her, Haley and Mace endorsed NormanTrump vigorously campaigned for Graham, headlining a rally for her in [[Myrtle Beach.
Graham's fundraising as of August 5, 2026| Darline Graham (R) $346,783 $95,351 $251,431
Libertarian Kasie Whitener and Constitution Party nominee Mark Hackett are on the ballot; Catherine Fleming Bruce is a write-inrunning as write-in candidate in the general election
The winner is expected to be the first woman elected to the Senate from South CarolinaThe winner is expected to be the first woman elected to the Senate from South Carolina.

Not in the source: facts.candidates marks Darline Graham as incumbent: false, but the text says she was appointed and sworn in on July 14 and lists her as the incumbent.; The text gives two figures for the runoff: 52.5% in the lead and 52.4% in the results table.; facts.forecast carries no basis field, so it is not stated whether the model used the statewide polls the text lists.; The Abacus Data poll row (August 26–28, 2026) is garbled in the text and is not reported here.; No rating is finer than 'R'; endorsement sections are empty apart from notes in candidate lists.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 90d0c7de46ba; 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

Tim Scott (Republican), in this chamber since 2013, 4 terms, class 3 (term ends 2029). Committees: Senate Committee on Banking, Housing, and Urban Affairs (Chairman); Senate Committee on Finance; Senate Committee on Health, Education, Labor, and Pensions; Senate Committee on Small Business and Entrepreneurship.

Darline Graham (Republican), in this chamber since 2026, 1 term, class 2 (term ends 2027). No committee listed.

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.

The money

CandidateRaisedCash on handPAC shareSelf-fundedOutside $ forOutside $ against
Andrews, Annie (DEM)
challenger
$10,804,040$4,119,2951%0%$160$140,755
Graham, Lindsey O. (REP)
incumbent
$6,766,156$2,309,80011%0%$1,362,973$730,097
Lynch, Mark (REP)
challenger · not on our roster
$5,919,539$546,5610%85%$18,672$5,679,458
Dans, Paul (REP)
challenger · not on our roster
$1,081,244$121,8120%63%$0$0
Norman, Ralph (REP)
challenger · not on our roster
$934,892$237,3393%43%$132,171$1,000,000
Johnson, Lee (DEM)
challenger · not on our roster
$569,186$00%88%$0$0
Fry, Russell (REP)
challenger · not on our roster
$495,027$484,5864%0%$368,660$0
Graham, Darline (REP)
challenger
$346,783$251,43114%0%$2,639,118$52,575
Bauer, Andre (REP)
challenger · not on our roster
$216,272$00%0%$0$0
Sanford, Marshall C Hon. (REP)
challenger · not on our roster
$206,237$1,352,6040%0%$0$0
Brown, Brandon (DEM)
challenger · not on our roster
$85,649$00%0%$0$0
Freeman, Kyle Odonnell (DEM)
challenger · not on our roster
$43,766$2,0300%67%$0$0
Dismukes, Thomas Keith (REP)
challenger · not on our roster
$24,842$100%49%$0$0
Whitener, Kasie Dr. (LIB)
challenger · not on our roster
$17,264$2,6070%49%$0$0
Herrmann, Patrick Joseph (REP)
challenger · not on our roster
$17,073$100%0%$0$0
Buckner, Duke (REP)
challenger · not on our roster
$15,078$00%27%$0$0
Parker, Glenda Gail (REP)
challenger · not on our roster
$13,455$00%100%$0$0
Cowen, Calvin (REP)
challenger · not on our roster
$13,190$2,3060%100%$0$0
Louis, Donavan Arthur Mr (IND)
challenger · not on our roster
$3,170$00%92%$0$0

FEC bulk candidate summaries through September 30, 2026; $12,124,639 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.

How it has voted for president

Two-party margin201620202024
PresidentR+14.9R+11.9R+18.1

A shift of 3.2 points toward the Republicans from 2016 to 2024. county returns summed; 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.

The state in numbers

MeasureStateAverage stateDifference
Bachelor's degree or higher, 25+, 202331.5%34.0%-2.5 pts
White, non-Hispanic, 202362.2%66.3%-4.0 pts
Black, non-Hispanic, 202325.1%10.1%+15.0 pts
Hispanic or Latino, 20237.1%12.9%-5.8 pts
Asian, non-Hispanic, 20231.7%4.4%-2.7 pts
Foreign-born, 20235.6%9.6%-4.0 pts
Median age, 202340.139.1+1.02
Median household income, 2023$66,818$77,633$-10,815
Median home value, 2023$236,700$314,132$-77,432
Owner-occupied homes, 202371.4%67.4%+4.1 pts
Unemployment (ACS), 20235.0%4.8%+0.2 pts
Federal government workers, 20232.6%3.0%-0.5 pts
Work from home, 202310.0%12.3%-2.3 pts
Households on SNAP, 202310.5%11.1%-0.6 pts
Households with Social Security income, 202335.1%32.1%+3.0 pts
Households with public assistance income, 20231.4%2.6%-1.3 pts
Moved in from another state, past year, 20233.7%2.9%+0.9 pts
Gini index, 20230.480.47+0.01
Unemployment, latest month (BLS), 2026-074.1%4.0%+0.1 pts
Change in unemployment, past 12 months, 2026-07-0.7 pts-0.1 pts-0.5 pts
Change since the last election (24 months), 2026-07-0.7 pts-0.1 pts-0.6 pts
Per-capita personal income (BEA), 2024$60,776$70,662$-9,886
Per-capita income growth since 2019, nominal, 202431.7%32.4%-0.7 pts
Government and other transfers, share of income, 202423.4%19.4%+4.0 pts
Social Security, share of income, 20228.1%6.1%+2.0 pts
Medicare, share of income, 20225.7%4.4%+1.3 pts
Medicaid, share of income, 20222.7%3.8%-1.1 pts
SNAP, share of income, 20220.7%0.6%+0.1 pts
Earned Income Tax Credit, share of income, 20220.5%0.3%+0.2 pts
Veterans' benefits, share of income, 20221.5%0.9%+0.6 pts
Federal civilian jobs, share of all jobs, 20221.1%1.5%-0.4 pts
Military jobs, share of all jobs, 20221.5%1.2%+0.3 pts

ACS 5-year state tables; BLS county unemployment and BEA county income, transfers and jobs summed to the state. Every figure is a named column of a named public-domain table, archived before it was read.

Who is ahead, and by how much?

-3.3
NOWCAST
run 2da1e3ca · single_race_latent/0.8.1 · as of 2026-10-01
-4.7
ELECTION-DAY
run 9739b4ce · single_race_latent/0.8.1 · as of 2026-10-01

Two numbers because they answer two questions. The nowcast is where opinion stands; the election-day forecast is where it is likely to end up.

How likely is each to win?

27%
Annie Andrews
run 2da1e3ca · single_race_latent/0.8.1 · as of 2026-10-01
25%
Annie Andrews
run 9739b4ce · single_race_latent/0.8.1 · as of 2026-10-01

Monte Carlo error is ±0.2 points. A change smaller than that is simulation noise rather than news, and this page will not describe it as movement.

How wide is the range?

Nowcast: 90% of simulations fall between -13.0 and +6.3 points. Election day: -16.2 to +6.9. The election-day interval is 3.8 points wider, which is the 33 days of movement still to come.

What is the uncertainty made of?

Total sd 7.34 points, made of race-specific polling error 46%, drift to election day 30%, latent opinion 13%, 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.

What evidence is this built on?

5 polls, most recent 2026-09-25. 17% verified against a primary source.

What changed since the last run?

tied-14+8single_race_latent/0.3.0single_race_latent/0.4.0single_race_latent/0.5.0single_race_latent/0.6.0single_race_latent/0.7.0single_race_latent/0.8.0single_race_latent/0.8.124 Sep1 Oct

Shaded band is the 90% interval, line is the central estimate, positive is Annie Andrews ahead of Darline Graham. Over 18 stored forecasts the central estimate moved -3.2 points. There were 7 specification changes (marked on the axis) and 1 new poll arrived over this window — so the movement mixes new evidence with changes to the model.

Since 2026-10-01: margin +0.00 points, win probability +0.0 points, on +0 polls.

Not answered here: why it changed. Splitting a move into new polls, time and specification means re-running the earlier model against the later inputs -- two extra posterior fits -- so it is computed on a cadence (scripts/attribute_forecasts.py) rather than while you wait. This pair of runs has not been decomposed yet. The size of the move is shown; the cause is not guessed at.

How has this model done before?

Measured on 230 forecasts across 230 races in cycles 2016,2018,2020,2022,2024: mean absolute error 4.56 points, Brier score 0.0543. The nominal 90% interval contained the result 94% of the time, the 80% interval 84%, and the 50% interval 47%. Read that with care: a national polling miss moves every race in a cycle at once, so the sample size for a question about the intervals is 5 cycle(s), not 230 forecasts. Per cycle -- bias +1.644 pts; 2016: n=43 bias=+4.68 cov90=0.860; 2018: n=63 bias=-0.52 cov90=1.000; 2020: n=35 bias=+5.44 cov90=0.886; 2022: n=54 bias=-0.60 cov90=0.944; 2024: n=35 bias=+1.48 cov90=1.000.

Where did every number come from?

Nowcast run 2da1e3ca-85ca-44ca-9188-aa09ff9d1f57 and election-day run 9739b4ce-4067-41ff-bcdf-7a845c44ed78, model single_race_latent/0.8.1 at commit bdf7e83107c17a2399efe61a44ef1bbee48f9284, seeds 20260924 and 20260924.