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

GA-13 · House

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

Safe D
100%
Jasmine Clark
Democrat
0%
Jonathan Chavez
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+50.9
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+37.6
experience gap+12.1
2024 House lean+10.6
PAC money balance+8.8
2022 House lean+2.2

The district, in brief

Georgia's 13th district is in the southwest suburbs and exurbs of Atlanta. The facts record the lines as the map first used in 2024, not redrawn for this cycle, with a 2024 two-party presidential margin of 42.1 points for the Democrat on these lines.

The incumbent is Democrat Everton Blair, elected in a July–August 2026 special election after congressman David Scott, re-elected with 71.8% of the vote in 2024, died on April 22, 2026 while seeking a 13th term. Scott had faced criticism from fellow Democrats over his age and reports that he had not cast a vote in the last six election cycles; his name stayed on the primary ballot but votes for him were not counted. Blair was eliminated in the Democratic primary, which state representative Jasmine Clark won with 56.1% over dentist Heavenly Kimes (21.5%), Blair (11.6%) and state senator Emanuel Jones (7.5%). A Clark-sponsored Z to A Research poll of March 10–13, 2026 had Scott 31% and Clark 30% before his death. The Republican nominee is Jonathan Chavez, former chairman of the Rockdale County Republican Party, unopposed in his primary. As of April 29, 2026 Clark had raised $1,187,429 with $142,639 on hand; Chavez reported $0.

Every rater listed calls the seat D: Decision Desk HQ (July 14, 2026), the Cook Political Report (February 6, 2025), Inside Elections (March 7, 2025) and Sabato's Crystal Ball (July 15, 2025). The text records no general-election 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
Everton Blair (D), elected in a 2026 special election after David Scott died; eliminated in the Democratic primaryThe incumbent is Democrat Everton Blair who was elected in a special election after congressman David Scott died in April 2026.
Open seat
yesEverton Blair, former chair of the Gwinnett County Board of Education and candidate for superintendent of schools in 2022
Democratic nominee
Jasmine ClarkJasmine Clark, state representative from the 108th district (2019–present)
Republican nominee
Jonathan ChavezJonathan Chavez, former chairman of the Rockdale County Republican Party
Democrat's background
state representative from the 108th district (2019–present)Jasmine Clark, state representative from the 108th district (2019–present)
Republican's background
former chairman of the Rockdale County Republican PartyJonathan Chavez, former chairman of the Rockdale County Republican Party
Last result
David Scott (D) re-elected with 71.8% in 2024Scott was re-elected with 71.8% of the vote in 2024 and was running for re-election until his death in April 2026.
Primaries
Clark won the Democratic primary with 56.1% over Heavenly Kimes (21.5%), incumbent Everton Blair (11.6%), state senator Emanuel Jones (7.5%), Joe Lester (1.9%) and Jeff Fauntleroy (1.4%); Chavez was unopposed in the Republican primary with 100.0%candidate: Jasmine Clark party: Democratic Party (United States) votes: 61,504 percentage: 56.1
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (February 6, 2025); Inside Elections: D (March 7, 2025); Sabato's Crystal Ball: D (July 15, 2025)Decision Desk HQ D July 14, 2026 The Cook Political Report D February 6, 2025
Money
As of April 29, 2026: Clark raised $1,187,429 with $142,639 on hand; Chavez reported $0 raised, $0 spent and $0 on handJasmine Clark (D) $1,187,429 $1,044,791 $142,639
Also
The district is in the southwest suburbs and exurbs of AtlantaThe 13th district is based in the southwest suburbs and exurbs of Atlanta.
Congressman David Scott died on April 22, 2026 while seeking a 13th term; his name stayed on the primary ballot but votes for him were not countedScott died on April 22, 2026. His name remained on the Democratic primary ballot, but votes for him were not counted in the official tally.
Scott had faced criticism from fellow Democrats over his age and reports that he had not cast a vote in the last six election cyclesScott faced criticism from fellow Democrats due to his age; he would have been 81 years old at the beginning of the next Congress
Primary poll: Z to A Research (D), sponsored by Clark's campaign, March 10–13, 2026, 522 LV, ±4.3%: Scott 31%, Clark 30%, Kimes 10%, Jones 8%, Blair 6%, other 2%, undecided 13%Z to A Research (D)Poll sponsored by Clark's campaign March 10–13, 2026 522 (LV)
Marcye Scott, David Scott's daughter and a Democratic candidate in the special election, declined to run as an independentMarcye Scott, computer consultant, daughter of former representative David Scott, and Democratic candidate for this seat in the July-August special election (Democratic)
Heavenly Kimes self-funded $250,000 and Emanuel Jones $145,500 of their primary totalsEmanuel Jones (D) $385,572$145,500 of this total was self-funded by Jones

Not in the source: The text gives no result or date detail for the special election beyond Blair winning it.; No general-election ratings finer than 'D' are given (no Lean/Likely/Safe).; The only poll is a primary poll taken before Scott's death; the text has no general-election district polls, and the model's basis says none.; The text lists no endorsements for the nominees.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 8dd0eeb20588; 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

Everton Blair Jr. (Democrat), in this chamber since 2026, 1 term. 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.

How it has voted for president

Two-party margin201620202024
PresidentD+19.6D+29.9D+31.1

A shift of 11.5 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 degree20%61% / 50%21%16%
White, degree10%83% / 77%15%61%
Black49%63% / 53%53%95%
Hispanic11%24% / 23%5%68%
Asian7%30% / 25%4%70%
Other / multiracial3%61% / 52%3%65%

Of about 503,894 adults 25 and over. In 2020 the district voted 70.2% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 70.5% Democratic: the midterm electorate alone moves the margin 0.6 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
Clark, Jasmine (DEM)
challenger
$1,619,079$229,1453%0%$4,271,901$0
Kimes, Heavenly Dr (DEM)
challenger · not on our roster
$908,343$7601%57%$0$0
Scott, David Albert (DEM)
incumbent · not on our roster
$521,804$15,72659%36%$0$56,045
Jones, Emanuel (DEM)
challenger · not on our roster
$436,257$161,5372%68%$0$0
Moore, Carlos (DEM)
challenger · not on our roster
$113,341$-22,8361%0%$0$0
Whatley, Pierre (DEM)
challenger · not on our roster
$65,888$3,3600%0%$0$0
Scott, Marcye (DEM)
challenger · not on our roster
$63,255$3,04024%0%$0$0
Lester, Joe Nathan (DEM)
challenger · not on our roster
$54,549$00%38%$0$0
Mckenzie, Ronald (DEM)
challenger · not on our roster
$47,355$530%19%$0$0
Fauntleroy, Jeffree (DEM)
challenger · not on our roster
$24,830$1,3120%81%$0$0
Park, Fayth (REP)
challenger · not on our roster
$15,440$1,1610%41%$0$0
Bonner, Jonathan (DEM)
challenger · not on our roster
$8,303$5030%0%$0$0

FEC bulk candidate summaries through September 14, 2026; $4,327,946 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+30.7%34.9%-4.3 pts
White, non-Hispanic16.4%58.2%-41.8 pts
Black, non-Hispanic64.2%12.0%+52.3 pts
Hispanic or Latino12.3%19.0%-6.7 pts
Asian, non-Hispanic3.4%5.8%-2.4 pts
Foreign-born12.1%13.9%-1.7 pts
Median age35.739.2-3.5
Median household income$72,951$84,362$-11,411
Median home value$250,400$379,737$-129,337
Owner-occupied homes63.2%65.1%-1.9 pts
Unemployment, July 2026 (BLS county data)3.5%4.4%-0.9 pts
Change in unemployment, past 12 months-0.2 pts——
Change since the last election (24 months)-0.5 pts——
Unemployment (ACS)6.1%5.2%+0.9 pts
Federal government workers3.3%2.6%+0.7 pts
Work from home13.9%13.5%+0.5 pts
Households on SNAP14.5%11.8%+2.8 pts
Households with Social Security income24.9%31.2%-6.3 pts
Households with public assistance income2.0%2.7%-0.7 pts
Moved in from another state, past year2.2%2.3%-0.1 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$51,371$73,248$-21,877
Per-capita income growth since 2019, nominal, 202433.2%32.0%+1.2 pts
Government and other transfers, share of income, 202420.0%19.6%+0.4 pts
Social Security, share of income, 20225.6%5.8%-0.2 pts
Medicare, share of income, 20224.0%4.5%-0.4 pts
Medicaid, share of income, 20222.1%4.0%-1.9 pts
SNAP, share of income, 20220.9%0.6%+0.3 pts
Earned Income Tax Credit, share of income, 20220.8%0.4%+0.4 pts
Veterans' benefits, share of income, 20221.3%0.9%+0.5 pts
Federal civilian jobs, share of all jobs, 20220.6%1.3%-0.7 pts
Military jobs, share of all jobs, 20220.4%0.9%-0.5 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?

>99%
Jasmine Clark
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+50.9
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +35.8 to +65.9 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 (D+43.6): 37.6 pts toward the Democrat; experience gap (+2 levels, D minus R): 12.1 pts toward the Democrat; 2024 House lean (D+46.4): 10.6 pts toward the Democrat; PAC money balance: 8.8 pts toward the Democrat; 2022 House lean: 2.2 pts toward the Democrat.

How sure is it, and of what?

Total sd 9.11 points, made of the seat's own volatility 92%, correlated polling error 8%. 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).