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

UT-2 · House

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

Safe R
1%
Peter Crosby
Democrat
99%
Blake Moore
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40R+23.1
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean−20.7
2024 House lean−4.6
asian share−1.3
total outside/party money+1.0
outside money balance+0.7

The district, in brief

Utah's 2nd is a new district for 2026. The text describes it as covering Box Elder, Cache, Rich, Davis and a majority of Weber counties, including the cities of Logan, Farmington, Ogden and Brigham City, as well as Hill Air Force Base and Weber State University. The text records that Donald Trump won the district by a 29-point margin in 2024. The seat's holder before the election is listed as Celeste Maloy.

The text calls Republican Blake Moore the incumbent; he was re-elected in the 1st district with 63.1% of the vote in 2024 and is the Republican nominee here. He won the Republican primary over state representative Karianne Lisonbee (14th district, 2017–present); Colton Hatch was eliminated at convention. The Democratic nominee is Peter Crosby, named only in the infobox; the text gives no background for him and no account of the Democratic primary.

The text on file ends at the Republican primary's endorsements heading, so it carries no rater's call, no fundraising figures, no poll and no debate for this district.

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
Blake Moore (R), elected in the 1st district under the previous mapThe incumbent is Republican Blake Moore, who was re-elected in the 1st district with 63.1% of the vote in 2024.
Open seat
noThe incumbent is Republican Blake Moore
Democratic nominee
Peter Crosbynominee2: Peter Crosby party2: Democratic Party (United States)
Republican nominee
Blake MooreBlake Moore, incumbent U.S. representative from the 1st district
Republican's background
incumbent U.S. representative from the 1st districtBlake Moore, incumbent U.S. representative from the 1st district
Presidential vote
Trump won the district by a 29-point margin in 2024In the 2024 presidential election, Republican Donald Trump won the district by a 29-point margin.
Last result
Moore re-elected in the 1st district with 63.1% in 2024; the seat's previous holder is listed as Celeste Maloywho was re-elected in the 1st district with 63.1% of the vote in 2024
Lines
Box Elder, Cache, Rich, Davis and a majority of Weber counties, including Logan, Farmington, Ogden and Brigham City, Hill Air Force Base and Weber State UniversityBox Elder, Cache, Rich, Davis, and a majority of Weber, and includes the cities of Logan, Farmington, Ogden, and Brigham City, as well as Hill Air Force Base and Weber State University.
Primaries
Moore won the Republican primary; state representative Karianne Lisonbee was eliminated in the primary and Colton Hatch at conventionKarianne Lisonbee, state representative from the 14th district (2017–present)
Also
The seat's holder before the election is listed as Celeste Maloy, a Republicanbefore_election: Celeste Maloy

Not in the source: The text is truncated after the Republican primary's endorsements heading: no Democratic primary section, no ratings, no fundraising, no polls, no debate.; No background is given for Democratic nominee Peter Crosby; he appears only in the infobox.; No vote totals or percentages are given for the Republican primary or convention.; The model's basis says no district polls, and the text records none.; The model's presidential baseline is on the 2024 map, not the new lines.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as a3610c25630f; 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

Celeste Maloy (Republican), in this chamber since 2023, 2 terms. Committees: House Committee on Natural Resources; House Committee on Appropriations.

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+37.0R+31.8R+29.9

A shift of 7.1 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 degree53%57% / 47%49%13%
White, degree30%77% / 74%43%55%
Black1%22% / 32%1%88%
Hispanic11%35% / 14%3%57%
Asian2%20% / 27%1%60%
Other / multiracial3%60% / 49%3%48%

Of about 485,026 adults 25 and over. In 2020 the district voted 34.1% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 34.7% Democratic: the midterm electorate alone moves the margin 1.2 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
Moore, Blake (REP)
incumbent
$2,536,636$1,886,96256%0%$530,470$485,210
Lisonbee, Karianne (REP)
challenger · not on our roster
$220,237$03%2%$0$47,550
Crosby, Peter (DEM)
challenger
$60,225$23,2830%0%$0$0
Merrill, Steven (DEM)
challenger · not on our roster
$21,088$7615%66%$0$0
Moesinger, Robert Michael (IND)
challenger · not on our roster
$8,806$5,4020%3%$0$0
Murset, Tyler William (REP)
challenger · not on our roster
$5,300$2800%94%$0$0
Farnsworth, Tyler Scott (DEM)
challenger · not on our roster
$4,948$020%39%$0$0
Gillins, Jarom (DEM)
challenger · not on our roster
$1,596$4910%6%$0$0
Stewart, Chris (REP)
incumbent · not on our roster
$0$00%0%$0$0

FEC bulk candidate summaries through September 26, 2026; $1,063,230 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+34.4%34.9%-0.5 pts
White, non-Hispanic79.3%58.2%+21.1 pts
Black, non-Hispanic1.0%12.0%-11.0 pts
Hispanic or Latino13.7%19.0%-5.4 pts
Asian, non-Hispanic1.7%5.8%-4.1 pts
Foreign-born5.7%13.9%-8.2 pts
Median age32.639.2-6.6
Median household income$99,036$84,362$+14,675
Median home value$435,704$379,737$+55,967
Owner-occupied homes74.1%65.1%+9.0 pts
Unemployment, July 2026 (BLS county data)3.4%4.4%-1.0 pts
Change in unemployment, past 12 months-0.0 pts——
Change since the last election (24 months)+0.0 pts——
Unemployment (ACS)2.7%5.2%-2.5 pts
Federal government workers6.0%2.6%+3.4 pts
Work from home14.6%13.5%+1.1 pts
Households on SNAP5.4%11.8%-6.4 pts
Households with Social Security income23.1%31.2%-8.1 pts
Households with public assistance income1.5%2.7%-1.1 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$60,226$73,248$-13,022
Per-capita income growth since 2019, nominal, 202436.2%32.0%+4.3 pts
Government and other transfers, share of income, 202414.3%19.6%-5.3 pts
Social Security, share of income, 20224.4%5.8%-1.4 pts
Medicare, share of income, 20222.9%4.5%-1.5 pts
Medicaid, share of income, 20222.1%4.0%-1.9 pts
SNAP, share of income, 20220.3%0.6%-0.4 pts
Earned Income Tax Credit, share of income, 20220.2%0.4%-0.1 pts
Veterans' benefits, share of income, 20220.8%0.9%-0.0 pts
Federal civilian jobs, share of all jobs, 20224.5%1.3%+3.2 pts
Military jobs, share of all jobs, 20221.5%0.9%+0.5 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%
Blake Moore
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02
-23.1
expected margin, D-R
run 6f211e6f · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -38.3 to -8.1 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+29.3): 20.7 pts toward the Republican; 2024 House lean: 4.6 pts toward the Republican; asian share (1.6%): 1.3 pts toward the Republican; total outside/party money: 1.0 pts toward the Democrat; outside money balance: 0.7 pts toward the Democrat.

How sure is it, and of what?

Total sd 9.21 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).