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

NM-1 · House

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

Safe D
100%
Melanie Stansbury
Democrat
0%
Didi Okapareke
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+25.6
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+11.5
PAC money balance+7.4
2024 House lean+5.9
total outside/party money+2.7
experience gap+1.0

The district, in brief

New Mexico's 1st district covers the center of the state, taking in the counties of Torrance, Guadalupe, De Baca and Lincoln, as well as eastern Bernalillo County and most of Albuquerque, on the map first used in 2022. The text gives no presidential results; the facts record a 2024 presidential baseline on these lines of 13.0 points (two-party margin for the Democrat) and a two-party House margin of 12.74 points for the Democrat in 2024.

The incumbent is Democrat Melanie Stansbury, re-elected with 56.4% of the vote in 2024 and unopposed in her primary with 79,823 votes. The Republican nominee is Didi Okpareke, a pharmacist, who was also unopposed with 31,809 votes after radio host Steve Jones, the 2024 nominee, and Army veteran Carlton Pennington were disqualified. As of May 13, 2026 Stansbury had raised $1,164,453 with $319,506 on hand; Okpareke had raised $75,886 with $36,274 on hand.

Decision Desk HQ (July 14, 2026), the Cook Political Report, Inside Elections and Sabato's Crystal Ball (each June 19, 2025) list the seat as D. The text records no district polls and no endorsements.

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
Melanie Stansbury (D)The incumbent is Democrat Melanie Stansbury, who was re-elected with 56.4% of the vote in 2024.
Open seat
noThe incumbent is Democrat Melanie Stansbury
Democratic nominee
Melanie StansburyMelanie Stansbury, incumbent U.S. representative
Republican nominee
Didi Okparekecandidate: Didi Okpareke votes: 31,809 percentage: 100.0
Democrat's background
incumbent U.S. representativeMelanie Stansbury, incumbent U.S. representative
Republican's background
pharmacist*Didi Okpareke, pharmacist =====Disqualified===== *Steve Jones, radio host and nominee for this district in 2024
Last result
Stansbury re-elected with 56.4% in 2024who was re-elected with 56.4% of the vote in 2024
Primaries
Both nominees unopposed: Stansbury 79,823 votes (100.0%); Okpareke 31,809 votes (100.0%) after Steve Jones and Carlton Pennington were disqualifiedcandidate: Didi Okpareke votes: 31,809 percentage: 100.0
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (June 19, 2025); Inside Elections: D (June 19, 2025); Sabato's Crystal Ball: D (June 19, 2025)Decision Desk HQ D July 14, 2026 The Cook Political Report D June 19, 2025 Inside Elections D June 19, 2025
Money
As of May 13, 2026: Stansbury raised $1,164,453 with $319,506 on hand; Okpareke raised $75,886 with $36,274 on handMelanie Stansbury (D) $1,164,453 $990,656 $319,506 | Didi Okpareke (R) $75,886 $39,611 $36,274
Also
Steve Jones, the 2024 Republican nominee, and Army veteran Carlton Pennington were disqualified from the Republican primarySteve Jones, radio host and nominee for this district in 2024 *Carlton Pennington, Army veteran
The district covers the center of the state, including most of Albuquerque and eastern Bernalillo CountyThe 1st district covers the center of the state, taking in the counties of Torrance, Guadalupe, De Baca, and Lincoln, as well as eastern Bernalillo County and most of Albuquerque.

Not in the source: The text gives no presidential results for the district; only the facts' presidential baseline is available.; No district polls are in the text, and the model's basis says no district polls.; No endorsements are listed for either nominee.; No ratings finer than 'D' are given (no Lean/Likely/Safe); Silver Bulletin is not listed.; The text spells the Republican nominee both 'Okpareke' and 'Okapareke'; the facts use 'Okapareke'.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as a0ef27230726; 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

Melanie A. Stansbury (Democrat), in this chamber since 2021, 3 terms. Committees: House Committee on Natural Resources; House Committee on Oversight and Government Reform.

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+12.6D+16.9D+13.2

A shift of 0.6 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 degree27%63% / 56%27%31%
White, degree24%86% / 86%37%69%
Black3%62% / 54%3%93%
Hispanic38%46% / 36%25%64%
Asian3%43% / 44%2%70%
Other / multiracial6%58% / 50%6%67%

Of about 502,920 adults 25 and over. In 2020 the district voted 57.5% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 57.8% Democratic: the midterm electorate alone moves the margin 0.7 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
Heinrich, Martin (DEM)
challenger · not on our roster
$1,459,066$547,92930%0%$0$0
Stansbury, Melanie (DEM)
incumbent
$1,353,564$416,71115%0%$63$0
Okpareke, Ndidiamaka (REP)
challenger · not on our roster
$100,340$42,7412%0%$0$0
Aragon, Eddy (IND)
challenger · not on our roster
$4,999$00%0%$0$0
Jones, Steve (REP)
challenger · not on our roster
$673$00%26%$0$0
Haaland, Debra (DEM)
incumbent · not on our roster
$283$100%0%$0$0

FEC bulk candidate summaries through June 30, 2026; $63 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+38.9%34.9%+4.0 pts
White, non-Hispanic45.6%58.2%-12.6 pts
Black, non-Hispanic2.5%12.0%-9.5 pts
Hispanic or Latino41.4%19.0%+22.4 pts
Asian, non-Hispanic2.6%5.8%-3.1 pts
Foreign-born8.1%13.9%-5.8 pts
Median age41.239.22.0
Median household income$68,383$84,362$-15,979
Median home value$278,800$379,737$-100,937
Owner-occupied homes66.5%65.1%+1.4 pts
Unemployment, July 2026 (BLS county data)5.5%4.4%+1.1 pts
Change in unemployment, past 12 months+0.6 pts——
Change since the last election (24 months)+0.3 pts——
Unemployment (ACS)5.4%5.2%+0.2 pts
Federal government workers7.2%2.6%+4.6 pts
Work from home13.8%13.5%+0.4 pts
Households on SNAP15.3%11.8%+3.6 pts
Households with Social Security income34.8%31.2%+3.6 pts
Households with public assistance income3.9%2.7%+1.2 pts
Moved in from another state, past year3.2%2.3%+0.9 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$61,210$73,248$-12,038
Per-capita income growth since 2019, nominal, 202436.6%32.0%+4.6 pts
Government and other transfers, share of income, 202422.9%19.6%+3.3 pts
Social Security, share of income, 20227.2%5.8%+1.3 pts
Medicare, share of income, 20224.3%4.5%-0.2 pts
Medicaid, share of income, 20226.0%4.0%+2.0 pts
SNAP, share of income, 20221.3%0.6%+0.7 pts
Earned Income Tax Credit, share of income, 20220.4%0.4%+0.1 pts
Veterans' benefits, share of income, 20221.4%0.9%+0.5 pts
Federal civilian jobs, share of all jobs, 20222.7%1.3%+1.4 pts
Military jobs, share of all jobs, 20221.0%0.9%+0.1 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%
Melanie Stansbury
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
+25.5
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +11.7 to +39.3 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+14.5): 11.5 pts toward the Democrat; PAC money balance: 7.4 pts toward the Democrat; 2024 House lean (D+15.4): 5.9 pts toward the Democrat; total outside/party money: 2.7 pts toward the Democrat; experience gap (+4 levels, D minus R): 1.0 pts toward the Democrat.

How sure is it, and of what?

Total sd 8.38 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).