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

VA-9 · House

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

Safe R
0%
Joy Powers
Democrat
100%
Morgan Griffith
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+38.0
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean−22.6
2024 House lean−7.1
2022 House lean−2.7
asian share−0.7
experience gap−0.6

The district, in brief

Virginia's 9th takes in rural southwest Virginia, including Abingdon, Blacksburg, Bristol and Norton, on the map first used in 2022. The text gives no presidential result for the district; the facts give a 2024 presidential baseline on these lines of -44.4 for the Democrat.

The incumbent is Republican Morgan Griffith, re-elected with 72.5% in 2024; his only listed Republican rival, Brandon Cook, withdrew. The Democratic nominee is Joy Powers, a farmer and the 2025 nominee for the 51st House of Delegates district, who won a three-way primary with 51.7% over Adam Murphy and Doug Crockett. As of July 15, 2026 Griffith had raised $1,828,839 with $973,867 on hand, Powers $85,335 with $13,941 on hand.

Every rater listed calls the seat R: Decision Desk HQ (July 14, 2026), the Cook Political Report, Inside Elections and Sabato's Crystal Ball (all April 21, 2026). The text says Griffith is not expected to face a serious challenge from Democrats and has refused to debate Powers. 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
Morgan Griffith (R)The incumbent is Republican Morgan Griffith, who was re-elected with 72.5% of the vote in 2024.
Open seat
noThe incumbent is Republican Morgan Griffith
Democratic nominee
Joy Powers*Joy Powers, farmer and nominee for Virginia's 51st House of Delegates district in 2025
Republican nominee
Morgan Griffith*Morgan Griffith, incumbent U.S. representative
Democrat's background
Farmer; nominee for Virginia's 51st House of Delegates district in 2025farmer and nominee for Virginia's 51st House of Delegates district in 2025
Republican's background
Incumbent U.S. representative*Morgan Griffith, incumbent U.S. representative
Last result
Griffith re-elected with 72.5% in 2024who was re-elected with 72.5% of the vote in 2024
Primaries
Powers won the Democratic primary with 51.7% (9,521 votes) over Adam Murphy 36.4% and Doug Crockett 11.9%; Griffith's only listed Republican rival, Brandon Cook, withdrewcandidate: Joy Powers party: Democratic Party (United States) votes: 9,521 percentage: 51.7
Raters
Decision Desk HQ: R (July 14, 2026); Cook: R (April 21, 2026); Inside Elections: R (April 21, 2026); Sabato's Crystal Ball: R (April 21, 2026)Decision Desk HQ R July 14, 2026 The Cook Political Report R April 21, 2026 Inside Elections R April 21, 2026 Sabato's Crystal Ball R April 21, 2026
Money
As of July 15, 2026: Griffith raised $1,828,839, spent $1,318,861, $973,867 on hand; Powers raised $85,335, spent $71,395, $13,941 on hand| Morgan Griffith (R) $1,828,839 $1,318,861 $973,867 | Joy Powers (D) $85,335 $71,395 $13,941
Also
The text calls this a safe Republican seat with no serious challenge expected; Griffith has refused to debate PowersCongressman Griffith represents a safe Republican seat and is not expected to face a serious challenge from Democrats. Griffith has refused to debate his Democratic challenger Joy Powers.
All three Democratic primary candidates took part in a June 25, 2026 debate hosted by the Washington County Virginia DemocratsJune 25, 2026 Washington County Virginia Democrats Heather Evans

Not in the source: The text gives no presidential result for the district.; No polls are on the page and the model's basis says no district polls.; No 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 c1a7fb5c3c14; 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

H. Morgan Griffith (Republican), in this chamber since 2011, 8 terms. Committees: House Committee on Energy and Commerce; House Committee on Rules; House Committee on House Administration; House Select Subcommittee to Investigate the Remaining Questions Surrounding January 6, 2021.

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+43.6R+42.7R+44.8

A shift of 1.2 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 degree69%65% / 46%63%13%
White, degree21%89% / 71%29%53%
Black6%58% / 41%5%93%
Hispanic2%32% / 21%1%46%
Asian1%49% / 28%1%69%
Other / multiracial1%66% / 49%1%60%

Of about 556,829 adults 25 and over. In 2020 the district voted 28.7% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 29.6% Democratic: the midterm electorate alone moves the margin 1.7 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
Griffith, H Morgan (REP)
incumbent
$1,828,839$973,86767%0%$424$0
Powers, Joy (DEM)
challenger
$85,335$13,9410%3%$0$0
Murphy, Adam (DEM)
challenger · not on our roster
$58,700$2,9258%5%$0$0
Crockett, Douglas (DEM)
challenger · not on our roster
$10,736$2430%14%$0$0
Baker, Karen G.H. Ms. (DEM)
challenger · not on our roster
$8,222$6,5590%86%$0$0

FEC bulk candidate summaries through July 15, 2026; $424 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+23.7%34.9%-11.2 pts
White, non-Hispanic87.2%58.2%+29.0 pts
Black, non-Hispanic5.7%12.0%-6.3 pts
Hispanic or Latino3.1%19.0%-15.9 pts
Asian, non-Hispanic1.5%5.8%-4.2 pts
Foreign-born3.1%13.9%-10.8 pts
Median age44.039.24.8
Median household income$56,863$84,362$-27,499
Median home value$172,500$379,737$-207,237
Owner-occupied homes73.0%65.1%+7.9 pts
Unemployment, July 2026 (BLS county data)4.3%4.4%-0.1 pts
Change in unemployment, past 12 months+0.2 pts——
Change since the last election (24 months)+0.4 pts——
Unemployment (ACS)4.0%5.2%-1.2 pts
Federal government workers2.1%2.6%-0.5 pts
Work from home8.5%13.5%-5.0 pts
Households on SNAP13.6%11.8%+1.9 pts
Households with Social Security income42.0%31.2%+10.8 pts
Households with public assistance income2.7%2.7%+0.1 pts
Moved in from another state, past year2.2%2.3%-0.1 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$52,516$73,248$-20,732
Per-capita income growth since 2019, nominal, 202435.2%32.0%+3.2 pts
Government and other transfers, share of income, 202431.7%19.6%+12.2 pts
Social Security, share of income, 202211.0%5.8%+5.1 pts
Medicare, share of income, 20227.2%4.5%+2.7 pts
Medicaid, share of income, 20227.2%4.0%+3.2 pts
SNAP, share of income, 20221.1%0.6%+0.4 pts
Earned Income Tax Credit, share of income, 20220.5%0.4%+0.1 pts
Veterans' benefits, share of income, 20221.3%0.9%+0.4 pts
Federal civilian jobs, share of all jobs, 20220.7%1.3%-0.6 pts
Military jobs, share of all jobs, 20220.6%0.9%-0.3 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%
Morgan Griffith
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
-38.1
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -52.1 to -24.0 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+42.9): 22.6 pts toward the Republican; 2024 House lean (R+42.5): 7.1 pts toward the Republican; 2022 House lean (R+44.4): 2.7 pts toward the Republican; asian share (1.6%): 0.7 pts toward the Republican; experience gap (-4 levels, D minus R): 0.6 pts toward the Republican.

How sure is it, and of what?

Total sd 8.51 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).