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

TX-7 · House

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

Safe D
100%
Lizzie Fletcher
Democrat
0%
Alexander Hale
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+34.4
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+20.4
2024 House lean+10.7
experience gap+8.6
PAC money balance+7.8
foreign born share−1.1

The district, in brief

Texas's 7th is drawn on new lines for 2026. The text describes it as a diverse southwestern stretch of the Greater Houston area across Harris and Fort Bend counties, including the Galleria area, the inner West Loop neighborhoods of Montrose, Meyerland, Rice Military, the Heights and Greenway Plaza, the southwest Houston neighborhoods of Westchase, Sharpstown, Gulfton and Alief, and largely Asian and Hispanic portions of western Sugar Land and Mission Bend. The district gave 60.3% to Kamala Harris and 63.1% to Colin Allred in 2024.

The incumbent is Democrat Lizzie Fletcher, re-elected with 61.2% in 2024 and unopposed in her primary. She is endorsed by the NEA, Texas AFL-CIO, AIPAC, Democratic Majority for Israel, EMILY's List, the Jewish Democratic Council of America, Planned Parenthood Action Fund and Reproductive Freedom for All, with Black Economic Alliance PAC and Giffords post-primary. The Republican nominee is Alexander Hale, a consultant, who led a four-way primary with 45.3% and won the runoff 64.3% to 35.7% over Tina Blum Cohen, the party's candidate here in 2022 and 2024. A Green, Espoir Ngabo, an IT analyst, is also standing. As of May 26, 2026 Fletcher had raised $1,229,657 with $1,750,894 on hand; Hale had raised $61,761 with $6,031 on hand; Ngabo had raised $3,133 with $8 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 D; 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
Lizzie Fletcher (D)The incumbent is Democrat Lizzie Fletcher, who was re-elected with 61.2% of the vote in 2024.
Open seat
noThe incumbent is Democrat Lizzie Fletcher
Democratic nominee
Lizzie FletcherLizzie Fletcher, incumbent U.S. representative
Republican nominee
Alexander HaleAlexander Hale, consultant
Democrat's background
incumbent U.S. representativeLizzie Fletcher, incumbent U.S. representative
Republican's background
consultantAlexander Hale, consultant
Presidential vote
Harris 60.3% in 2024; Allred 63.1% in 2024The diverse district gave 60.3% to Kamala Harris and 63.1% to Colin Allred in 2024.
Last result
Fletcher re-elected with 61.2% in 2024who was re-elected with 61.2% of the vote in 2024
Lines
Southwestern Greater Houston across Harris and Fort Bend counties: the Galleria area, inner West Loop neighborhoods (Montrose, Meyerland, Rice Military, the Heights, Greenway Plaza), southwest Houston (Westchase, Sharpstown, Gulfton, Alief) and parts of western Sugar Land and Mission BendThe new 7th district encompasses a diverse southwestern stretch of the Greater Houston area across Harris and Fort Bend counties, including the Galleria area of Houston and the inner West Loop neighborhoods of Montrose, Meyerland, Rice Military, the Heights and Greenway Plaza
Primaries
Fletcher was unopposed in the Democratic primary; Hale led the Republican primary with 45.3% and won the runoff 64.3% to 35.7% over Tina Blum Cohen, the 2022 and 2024 candidatecandidate: Alexander Hale votes: 11,164 percentage: 64.3 party: Republican Party (United States) candidate: Tina Blum Cohen votes: 6,195 percentage: 35.7
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (February 6, 2025); Inside Elections: D (March 7, 2025); Sabato's Crystal Ball: D (September 18, 2025); Silver Bulletin: no ranking shown (August 20, 2026)Decision Desk HQ D July 14, 2026 The Cook Political Report D February 6, 2025 Inside Elections D March 7, 2025
Money
As of May 26, 2026: Fletcher raised $1,229,657 with $1,750,894 on hand; Hale raised $61,761 with $6,031 on hand; Green candidate Ngabo Espoir raised $3,133 with $8 on handLizzie Fletcher (D) $1,229,657 $795,425 $1,750,894 | Alexander Hale (R) $61,761 $55,729 $6,031
Also
Fletcher is endorsed by the NEA, Texas AFL-CIO, AIPAC, Democratic Majority for Israel, EMILY's List, Jewish Democratic Council of America, Joint Action Committee for Political Affairs, Planned Parenthood Action Fund, Population Connection and Reproductive Freedom for All; post-primary, Black Economic Alliance PAC and Giffords* AIPAC * Democratic Majority for Israel * EMILY's List * Jewish Democratic Council of America
A Green candidate, Espoir Ngabo (listed as Ngabo Espoir in the fundraising table), an IT analyst, is standingEspoir Ngabo, IT analyst
The Republican primary endorsement block, unlabeled in the text, lists only the Houston Chronicle====Endorsements==== top Newspapers * Houston Chronicle bottom

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 Green candidate's name is given two ways (Espoir Ngabo in the convention list, Ngabo Espoir in the fundraising table and the facts).; The general-election fundraising figures are as of May 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

Lizzie Fletcher (Democrat), in this chamber since 2019, 4 terms. Committees: House Committee on Energy and Commerce.

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+11.4D+12.7D+4.5

A shift of 6.9 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 degree9%62% / 44%10%13%
White, degree24%84% / 68%40%59%
Black15%56% / 39%15%96%
Hispanic32%38% / 26%21%71%
Asian18%39% / 28%12%80%
Other / multiracial2%55% / 40%2%66%

Of about 519,074 adults 25 and over. In 2020 the district voted 65.6% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 65.2% Democratic: the midterm electorate alone moves the margin 0.7 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
Fletcher, Elizabeth (DEM)
incumbent
$1,426,057$1,702,70642%0%$0$0
Kalai, Alexander Zachary (REP)
challenger · not on our roster
$315,098$00%80%$0$0
Hale, Alexander (REP)
challenger
$76,578$6,3423%5%$0$0
Ngabo, Espoir (GRE)
challenger · not on our roster
$3,133$00%32%$0$0
Kane, Caroline (REP)
challenger · not on our roster
$1,688$00%99%$0$0
Agwan, Pervez S (DEM)
challenger · not on our roster
$1,255$00%0%$0$0
Omoruyi, Kenneth Ehiosu (REP)
challenger · not on our roster
$700$-20%29%$0$0
Cohen, Tina (REP)
challenger · not on our roster
$25$27,1900%0%$0$0

FEC bulk candidate summaries through June 30, 2026; no independent expenditures reported for or against any candidate, which usually means nobody outside the district thinks it is in play.

The district in numbers

MeasureDistrictNationDifference
Bachelor's degree or higher, 25+48.4%34.9%+13.4 pts
White, non-Hispanic28.5%58.2%-29.7 pts
Black, non-Hispanic16.2%12.0%+4.2 pts
Hispanic or Latino35.3%19.0%+16.3 pts
Asian, non-Hispanic16.7%5.8%+10.9 pts
Foreign-born38.3%13.9%+24.5 pts
Median age35.239.2-4.0
Median household income$95,550$84,362$+11,189
Median home value$435,426$379,737$+55,689
Owner-occupied homes43.9%65.1%-21.2 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)5.5%5.2%+0.3 pts
Federal government workers1.2%2.6%-1.4 pts
Work from home14.1%13.5%+0.6 pts
Households on SNAP10.2%11.8%-1.5 pts
Households with Social Security income17.5%31.2%-13.7 pts
Households with public assistance income2.4%2.7%-0.3 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$78,967$73,248$+5,719
Per-capita income growth since 2019, nominal, 202432.3%32.0%+0.4 pts
Government and other transfers, share of income, 202411.8%19.6%-7.7 pts
Social Security, share of income, 20223.3%5.8%-2.6 pts
Medicare, share of income, 20222.9%4.5%-1.5 pts
Medicaid, share of income, 20222.1%4.0%-1.8 pts
SNAP, share of income, 20220.6%0.6%-0.1 pts
Earned Income Tax Credit, share of income, 20220.4%0.4%+0.1 pts
Veterans' benefits, share of income, 20220.5%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, 20220.3%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?

>99%
Lizzie Fletcher
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+34.5
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +19.5 to +49.7 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+25.6): 20.4 pts toward the Democrat; 2024 House lean: 10.7 pts toward the Democrat; experience gap (+4 levels, D minus R): 8.6 pts toward the Democrat; PAC money balance: 7.8 pts toward the Democrat; foreign born share (38.1%): 1.1 pts toward the Republican.

How sure is it, and of what?

Total sd 9.17 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).