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

TX-8 · House

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

Safe R
4%
Laura Jones
Democrat
96%
Jessica Steinmann
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+15.9
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean−14.8
2024 House lean−4.3
outside money balance+0.7
pc income−0.5
black share+0.4

The district, in brief

Texas's 8th is drawn on new lines for 2026. The text describes it as most of the northern and northwestern exurbs of Houston, including Conroe, part of Huntsville, Willis, Magnolia, Brookshire and Hempstead, along with parts of west Houston including Briar Forest, the western end of the Energy Corridor and most of the Bear Creek and Addicks areas of west Harris County. It is a plurality White district with a 31.3% Hispanic voting-age population, and gave Donald Trump 63.2% and Ted Cruz 60.1% in 2024.

The incumbent, Republican Morgan Luttrell, was elected with 68.2% in 2024 and is not seeking reelection; he endorsed Jessica Steinmann. Steinmann, an attorney, won the Republican primary with 68.0% over withdrawn candidate Brett Jensen at 12.6% and businessman Nick Tran at 12.2%, having self-funded $500,000 of the $1,432,342 she raised by February 11, 2026. The endorsement block that includes Luttrell also names Donald Trump, Ted Cruz, Speaker Mike Johnson, Tom Emmer, Jim Jordan, Rick Perry and the U.S. Chamber of Commerce. The Democratic nominee is Laura Jones, former chair of the San Jacinto County Democratic Party and the nominee here in 2022 and 2024, who won her primary 65.7% to 34.3% over retired USMC officer Keith Coleman; the Democratic endorsement blocks list the Houston LGBTQ+ Political Caucus and the Houston Chronicle. As of April 26, 2026 Steinmann had raised $1,824,372 with $131,136 on hand; Jones had raised $13,394 with $6,213 on hand.

Decision Desk HQ (July 14, 2026), the Cook Political Report (February 6, 2025), Inside Elections (March 7, 2025) and Sabato's Crystal Ball (September 18, 2025) all rank the seat R; Silver Bulletin's line (August 20, 2026) is blank. The text records no 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
Morgan Luttrell (R), not seeking re-electionThe incumbent is Republican Morgan Luttrell, who was elected with 68.2% of the vote in 2024. Luttrell is not seeking reelection in the heavily Republican district
Open seat
yesLuttrell is not seeking reelection in the heavily Republican district
Democratic nominee
Laura JonesLaura Jones, former chair of the San Jacinto County Democratic Party and nominee for this district in 2022 and 2024
Republican nominee
Jessica SteinmannJessica Steinmann, attorney
Democrat's background
former chair of the San Jacinto County Democratic Party; nominee for this district in 2022 and 2024Laura Jones, former chair of the San Jacinto County Democratic Party and nominee for this district in 2022 and 2024
Republican's background
attorneyJessica Steinmann, attorney
Presidential vote
Trump 63.2% in 2024; Cruz 60.1% in 2024which gave Donald Trump 63.2% and Ted Cruz 60.1% of the vote in 2024 and is a plurality White district with a 31.3% Hispanic voting age population
Last result
Luttrell elected with 68.2% in 2024who was elected with 68.2% of the vote in 2024
Lines
Northern and northwestern Houston exurbs (Conroe, part of Huntsville, Willis, Magnolia, Brookshire, Hempstead) plus parts of west Houston (Briar Forest, western Energy Corridor, Bear Creek and Addicks); plurality White with 31.3% Hispanic voting-age populationThe 8th district includes most of the northern and northwestern exurbs of Houston, including Conroe, part of Huntsville, Willis, Magnolia, Brookshire and Hempstead, along with parts of west Houston including Briar Forest, the western end of the Energy Corridor and most of the Bear Creek and Addicks areas in west Harris County.
Primaries
Steinmann won the Republican primary with 68.0% over withdrawn candidate Brett Jensen (12.6%) and Nick Tran (12.2%); Jones won the Democratic primary 65.7% to 34.3% over Keith Colemancandidate: Jessica Steinmann votes: 42,636 percentage: 68.0 party: Republican Party (United States) candidate: Brett Jensen (withdrawn) votes: 7,936 percentage: 12.6
Raters
Decision Desk HQ: R (July 14, 2026); Cook: R (February 6, 2025); Inside Elections: R (March 7, 2025); Sabato's Crystal Ball: R (September 18, 2025); Silver Bulletin: no ranking shown (August 20, 2026)Decision Desk HQ R July 14, 2026 The Cook Political Report R February 6, 2025 Inside Elections R March 7, 2025
Money
As of April 26, 2026: Steinmann raised $1,824,372 with $131,136 on hand; Jones raised $13,394 with $6,213 on handJessica Steinmann (R) $1,824,372 $1,693,236 $131,136 | Laura Jones (D) $13,394 $9,682 $6,213
Also
Luttrell declined to run and endorsed Steinmann; the first Republican endorsement block, which includes Luttrell, also names Donald Trump, Ted Cruz, Speaker Mike Johnson, Tom Emmer, Jim Jordan, Rick Perry, David Bernhardt, Todd Rokita, Brandon Creighton and the U.S. Chamber of CommerceMorgan Luttrell, incumbent U.S. representative (endorsed Steinmann)
Steinmann self-funded $500,000 of the $1,432,342 she had raised by February 11, 2026Jessica Steinmann (R) $1,432,342$500,000 of this total was self-funded by Steinmann
A second Republican endorsement block lists Allen West and Veterans for America First, and a third the Houston Chronicle; the Democratic blocks list the Houston LGBTQ+ Political Caucus and the Houston Chronicle* Allen West, former FL-22 (2011–2013) Organizations * Veterans for America First

Not in the source: No district polls appear in the text, and the model's basis says none.; Silver Bulletin's ranking is blank in the text.; The endorsement blocks are not labeled by candidate; the Trump/Cruz/Johnson block is tied to Steinmann only because Luttrell, who the text says endorsed her, appears in it.; The text does not describe what changed in the 8th's lines, only what the district includes.; The general-election fundraising figures are as of April 26, 2026.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as efe72be7e14a; 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

Morgan Luttrell (Republican), in this chamber since 2023, 2 terms. Committees: House Committee on Armed Services; House Committee on Homeland Security; House Committee on Veterans' Affairs.

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+18.9R+15.5R+22.1

A shift of 3.1 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 degree29%62% / 44%31%6%
White, degree17%84% / 68%28%42%
Black16%56% / 39%15%90%
Hispanic29%38% / 26%19%47%
Asian7%39% / 28%5%64%
Other / multiracial2%55% / 40%2%45%

Of about 489,618 adults 25 and over. In 2020 the district voted 40.6% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 40.5% Democratic: the midterm electorate alone moves the margin 0.1 points toward Republicans. 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
Jensen, Brett (REP)
open seat · not on our roster
$2,860,440$00%100%$672$0
Steinmann, Jessica Hart (REP)
open seat
$2,064,033$122,18714%31%$1,746,444$0
Luttrell, Morgan Joe (REP)
incumbent · not on our roster
$333,226$359,22126%0%$0$0
Tran, Nick B. (REP)
challenger · not on our roster
$288,505$5,0360%3%$0$0
Wilmer, Deddrick T (REP)
challenger · not on our roster
$46,032$7,8180%92%$0$0
Jones, Laura (DEM)
open seat
$21,980$7,85912%0%$0$0
Coleman, Keith (DEM)
open seat · not on our roster
$11,974$4100%3%$0$0

FEC bulk candidate summaries through June 30, 2026; $1,747,116 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+32.4%34.9%-2.6 pts
White, non-Hispanic39.7%58.2%-18.5 pts
Black, non-Hispanic16.8%12.0%+4.8 pts
Hispanic or Latino33.7%19.0%+14.7 pts
Asian, non-Hispanic5.9%5.8%+0.2 pts
Foreign-born22.4%13.9%+8.5 pts
Median age35.739.2-3.5
Median household income$84,445$84,362$+83
Median home value$275,912$379,737$-103,824
Owner-occupied homes63.5%65.1%-1.5 pts
Unemployment, July 2026 (BLS county data)5.1%4.4%+0.7 pts
Change in unemployment, past 12 months+0.4 pts——
Change since the last election (24 months)+0.1 pts——
Unemployment (ACS)5.9%5.2%+0.7 pts
Federal government workers1.6%2.6%-1.0 pts
Work from home12.4%13.5%-1.1 pts
Households on SNAP11.6%11.8%-0.1 pts
Households with Social Security income23.4%31.2%-7.8 pts
Households with public assistance income2.4%2.7%-0.3 pts
Moved in from another state, past year2.0%2.3%-0.3 pts
Gini index0.400.44-0.04
Per-capita personal income (BEA), 2024$76,727$73,248$+3,479
Per-capita income growth since 2019, nominal, 202428.7%32.0%-3.2 pts
Government and other transfers, share of income, 202412.6%19.6%-6.9 pts
Social Security, share of income, 20223.8%5.8%-2.1 pts
Medicare, share of income, 20223.3%4.5%-1.1 pts
Medicaid, share of income, 20222.0%4.0%-2.0 pts
SNAP, share of income, 20220.5%0.6%-0.1 pts
Earned Income Tax Credit, share of income, 20220.4%0.4%+0.0 pts
Veterans' benefits, share of income, 20220.6%0.9%-0.3 pts
Federal civilian jobs, share of all jobs, 20220.6%1.3%-0.7 pts
Military jobs, share of all jobs, 20220.3%0.9%-0.6 pts

ACS 5-year 2023, assembled from census tracts by the 2020 population of their blocks inside the current lines, because the Bureau has not tabulated these lines; medians are population-weighted means of tract medians. 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?

96%
Jessica Steinmann
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
-15.8
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -30.7 to -0.9 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 (R+26.5): 14.8 pts toward the Republican; 2024 House lean: 4.3 pts toward the Republican; outside money balance: 0.7 pts toward the Democrat; pc income ($76,727): 0.5 pts toward the Republican; black share (16.3%): 0.4 pts toward the Democrat.

How sure is it, and of what?

Total sd 9.11 points, made of the seat's own volatility 91%, correlated polling error 9%. 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).