Election LabU.S. forecasts, with every number traced to its run

PA-8 · House

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

Toss-up
46%
Paige Cognetti
Democrat
54%
Rob Bresnahan
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+0.9
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
total outside/party money+5.6
outside money balance+2.3
2024 presidential lean−1.2
experience gap−1.1
asian share−1.0

The district, in brief

Pennsylvania's 8th district is based in Northeast Pennsylvania, the Wyoming Valley and Pocono Mountains, including all of Lackawanna, Wayne and Pike counties and most of Luzerne and Monroe counties. The lines are the map first used in 2022 and are not redrawn for this cycle.

The incumbent is Republican Rob Bresnahan, who flipped the district in 2024 with 50.8% of the vote; the facts list Democrat Matt Cartwright as the winner from 2018 through 2022. The Democratic nominee is Paige Cognetti, mayor of Scranton since 2020. Both were unopposed in their primaries: Bresnahan took 38,075 votes and Cognetti 58,726. Cartwright declined to run and endorsed Cognetti; state senator Marty Flynn, Lackawanna County commissioner Bill Gaughan and Pittston mayor Michael Lombardo also declined. As of June 30, 2026 Bresnahan had raised $5,234,586 with $2,608,048 on hand, and Cognetti $4,609,589 with $3,406,710 on hand.

Decision Desk HQ (July 14, 2026), the Cook Political Report (April 7, 2026), Inside Elections (June 12, 2026) and Sabato's Crystal Ball (July 30, 2026) each call the seat a Tossup; Silver Bulletin (August 20, 2026) calls it Flip. Three district polls are recorded, all from Democratic firms: Lake Research Partners (June 18–23, 2026) had Cognetti 47%, Bresnahan 45%; Impact Research, sponsored by Cognetti's campaign (June 8–11, 2026), had Cognetti 46%, Bresnahan 45%; Public Policy Polling (August 27–28, 2025) had Cognetti 45%, Bresnahan 43%. A debate hosted by WVIA-TV is scheduled for October 29, 2026.

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
Rob Bresnahan (R)The incumbent is Republican Rob Bresnahan, who flipped the district in the 2024 election with 50.8% of the vote.
Open seat
noRob Bresnahan, incumbent U.S. representative
Democratic nominee
Paige CognettiPaige Cognetti, mayor of Scranton (2020–present)
Republican nominee
Rob BresnahanRob Bresnahan, incumbent U.S. representative
Democrat's background
mayor of Scranton (2020–present)Paige Cognetti, mayor of Scranton (2020–present)
Republican's background
incumbent U.S. representativeRob Bresnahan, incumbent U.S. representative
Last result
Bresnahan flipped the district with 50.8% in 2024who flipped the district in the 2024 election with 50.8% of the vote
Primaries
Both unopposed: Bresnahan 38,075 votes (100.0%) in the Republican primary; Cognetti 58,726 votes (100.0%) in the Democratic primarycandidate: Paige Cognetti party: Democratic Party (United States) votes: 58,726 percentage: 100.0
Raters
Decision Desk HQ: Tossup (July 14, 2026); Cook: Tossup (April 7, 2026); Inside Elections: Tossup (June 12, 2026); Sabato's Crystal Ball: Tossup (July 30, 2026); Silver Bulletin: Flip (August 20, 2026)Decision Desk HQ Tossup July 14, 2026 The Cook Political Report Tossup April 7, 2026
Money
As of June 30, 2026: Bresnahan raised $5,234,586 with $2,608,048 on hand; Cognetti raised $4,609,589 with $3,406,710 on handRob Bresnahan (R) $5,234,586 $2,679,690 $2,608,048 | Paige Cognetti (D) $4,609,589 $1,202,879 $3,406,710
Also
Three district polls, all from Democratic firms: Lake Research Partners (D) (June 18–23, 2026, 400 V) Bresnahan 45%, Cognetti 47%; Impact Research (D), sponsored by Cognetti's campaign (June 8–11, 2026, 500 LV) Bresnahan 45%, Cognetti 46%; Public Policy Polling (D) (August 27–28, 2025, 615 V) Bresnahan 43%, Cognetti 45%Lake Research Partners (D) June 18–23, 2026 400 (V) – 45% |47% 8%
Former U.S. Representative Matt Cartwright (2013–2025) declined to run and endorsed CognettiMatt Cartwright, former U.S. Representative (2013–2025) (endorsed Cognetti)
One debate is scheduled for October 29, 2026, hosted by WVIA-TV, with both candidates invited1 Oct. 29, 2026 WVIA-TV I I
Francis McHale, a retired state administrative officer, withdrew from the Democratic primaryFrancis McHale, retired state administrative officer and candidate for the 10th district in 2000

Not in the source: The model's basis says no district polls, but the text records three general-election polls (all from Democratic-aligned pollsters); none from a Republican or nonpartisan firm is listed.; The text does not state the district's presidential results; the facts give a 2024 two-party baseline only.; The debate table in the text is headed as the 9th district's debate, though it lists Bresnahan and Cognetti; the heading appears to be a page error.; No independent or third-party candidates are mentioned.; The endorsement sections are empty.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 716a870fb99d; 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

Robert P. Bresnahan, Jr. (Republican), in this chamber since 2025, 1 term. Committees: House Committee on Transportation and Infrastructure; House Committee on Agriculture; House Committee on Small Business.

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+10.7R+5.3R+10.9

A shift of 0.2 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 degree58%63% / 52%54%27%
White, degree22%86% / 81%32%74%
Black6%67% / 55%6%94%
Hispanic10%44% / 30%6%67%
Asian2%36% / 28%1%79%
Other / multiracial2%68% / 58%2%70%

Of about 546,551 adults 25 and over. In 2020 the district voted 48.5% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 49.3% Democratic: the midterm electorate alone moves the margin 1.6 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
Bresnahan, Rob (REP)
incumbent
$5,234,586$2,608,04826%1%$0$622,035
Cognetti, Paige (DEM)
challenger
$4,609,589$3,406,7109%0%$105,139$0
Bognet, Jim (REP)
challenger · not on our roster
$605$74,7780%0%$0$0
Cartwright, Matthew A. (DEM)
incumbent · not on our roster
$468$10%0%$95$0

FEC bulk candidate summaries through June 30, 2026; $727,269 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+27.1%34.9%-7.9 pts
White, non-Hispanic74.1%58.2%+15.9 pts
Black, non-Hispanic5.9%12.0%-6.0 pts
Hispanic or Latino14.2%19.0%-4.8 pts
Asian, non-Hispanic1.9%5.8%-3.8 pts
Foreign-born8.3%13.9%-5.5 pts
Median age43.039.23.8
Median household income$66,602$84,362$-17,760
Median home value$197,000$379,737$-182,737
Owner-occupied homes70.5%65.1%+5.4 pts
Unemployment, July 2026 (BLS county data)4.5%4.4%+0.1 pts
Change in unemployment, past 12 months-0.7 pts——
Change since the last election (24 months)-0.4 pts——
Unemployment (ACS)5.9%5.2%+0.7 pts
Federal government workers2.9%2.6%+0.2 pts
Work from home9.8%13.5%-3.7 pts
Households on SNAP17.4%11.8%+5.7 pts
Households with Social Security income39.0%31.2%+7.8 pts
Households with public assistance income3.5%2.7%+0.8 pts
Moved in from another state, past year2.9%2.3%+0.6 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$57,198$73,248$-16,050
Per-capita income growth since 2019, nominal, 202425.5%32.0%-6.4 pts
Government and other transfers, share of income, 202426.1%19.6%+6.5 pts
Social Security, share of income, 20228.8%5.8%+3.0 pts
Medicare, share of income, 20226.4%4.5%+2.0 pts
Medicaid, share of income, 20225.5%4.0%+1.5 pts
SNAP, share of income, 20221.0%0.6%+0.4 pts
Earned Income Tax Credit, share of income, 20220.4%0.4%+0.0 pts
Veterans' benefits, share of income, 20220.9%0.9%+0.1 pts
Federal civilian jobs, share of all jobs, 20221.8%1.3%+0.5 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?

54%
Rob Bresnahan
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02
-0.9
expected margin, D-R
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -14.7 to +13.0 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: total outside/party money: 5.6 pts toward the Democrat; outside money balance: 2.3 pts toward the Democrat; 2024 presidential lean (R+7.2): 1.2 pts toward the Republican; experience gap (-3 levels, D minus R): 1.1 pts toward the Republican; asian share (2.0%): 1.0 pts toward the Republican.

How sure is it, and of what?

Total sd 8.45 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 00a09d4b-7980-4ec5-ada0-077968a87242, 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).