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

CO-1 · House

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

Safe D
100%
Melat Kiros
Democrat
0%
Christy Peterson
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+52.5
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
2024 presidential lean+40.8
2024 House lean+10.1
PAC money balance+8.1
2020 presidential lean+3.0
social security share+2.4

The district, in brief

Colorado's 1st district includes almost all of Denver, as well as the enclaves of Glendale and Holly Hills. The lines are not redrawn for 2026; the facts record the map as first used in 2022. The text gives no presidential results, but the facts carry a 2024 presidential baseline on the current lines.

The incumbent, Democrat Diana DeGette, re-elected with 76.6% of the vote in 2024, was defeated in the Democratic primary: Melat Kiros, a graduate student and former attorney, took 53.2% (83,855 votes) to DeGette's 39.8% (62,715) and 7.0% for Wanda James, a University of Colorado regent. Five other Democrats withdrew. The Republican nominee is Christy Peterson, an office manager, unopposed in her primary with 15,010 votes. Shimon Blau, a medical doctor, filed paperwork as an independent. As of June 30, 2026 Kiros had raised $1,091,198, spent $964,792 and held $126,406; Peterson reported $0 raised, spent and on hand.

Every rater listed calls the seat D: Decision Desk HQ (July 14, 2026), the Cook Political Report (February 6, 2025), Inside Elections (March 7, 2025), Sabato's Crystal Ball (April 10, 2025) and The Economist (May 6, 2026). The text records no district polls and names 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
Diana DeGette (D), defeated in the Democratic primaryThe incumbent is Democrat Diana DeGette, who was re-elected with 76.6% of the vote in 2024.
Open seat
yes==== Eliminated in primary ==== * Diana DeGette, incumbent U.S. representative
Democratic nominee
Melat Kiros* Melat Kiros, graduate student and former attorney
Republican nominee
Christy Petersonnominee2: Christy Peterson party2: Republican Party (United States)
Democrat's background
graduate student and former attorney* Melat Kiros, graduate student and former attorney
Republican's background
office manager===Republican primary=== ====Nominee==== * Christy Peterson, office manager
Last result
DeGette re-elected with 76.6% in 2024who was re-elected with 76.6% of the vote in 2024
Lines
Not redrawn for 2026 (facts: map first used in 2022). District includes almost all of Denver plus the enclaves of Glendale and Holly HillsThe 1st district includes almost all of Denver, as well as the enclaves of Glendale and Holly Hills.
Primaries
Kiros won the Democratic primary with 53.2% (83,855 votes) over incumbent DeGette 39.8% (62,715) and Wanda James 7.0% (11,075); Peterson unopposed in the Republican primary with 15,010 votescandidate: Melat Kiros party: Democratic Party (United States) votes: 83,855 percentage: 53.2
Raters
Decision Desk HQ: D (July 14, 2026); Cook: D (February 6, 2025); Inside Elections: D (March 7, 2025); Sabato's Crystal Ball: D (April 10, 2025); The Economist: D (May 6, 2026)Decision Desk HQ D July 14, 2026 The Cook Political Report D February 6, 2025
Money
As of June 30, 2026: Kiros raised $1,091,198, spent $964,792, $126,406 on hand; Peterson $0 raised, $0 spent, $0 on handMelat Kiros $1,091,198 $964,792 $126,406
Also
The incumbent, Diana DeGette, was defeated in the Democratic primary by Melat Kiros; Wanda James, a University of Colorado regent, was also eliminated* Wanda James, member of the University of Colorado Board of Regents from the 1st district (2023–present)
Five Democrats withdrew before the primary: Carter Hanson, Olivia Miller, Christopher Oldfield, Santiago Palomino and Tiffany Rodgers* Carter Hanson, substitute teacher * Olivia Miller * Christopher Oldfield * Santiago Palomino, teacher * Tiffany Rodgers, medical office manager
Shimon Blau, a medical doctor, filed paperwork to run as an independent===Independents=== ====Filed paperwork==== * Shimon Blau, medical doctor

Not in the source: No presidential results in the text; the facts carry a 2024 presidential baseline on the current lines but the text does not state it.; No district polls in the text; the model's basis also says no district polls.; Endorsement sections are empty; no endorsements are named.; The text gives no background for Christy Peterson beyond 'office manager'.; No general-election ratings finer than 'D' are given (no Lean/Likely/Safe).

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as 8bb7a50842a1; 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

Diana DeGette (Democrat), in this chamber since 1997, 15 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+58.8D+62.4D+57.3

A shift of 1.4 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 degree18%60% / 52%16%40%
White, degree42%82% / 80%58%92%
Black8%52% / 28%4%96%
Hispanic24%37% / 36%15%85%
Asian4%33% / 48%3%84%
Other / multiracial4%63% / 59%4%80%

Of about 524,183 adults 25 and over. In 2020 the district voted 81.4% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 81.9% Democratic: the midterm electorate alone moves the margin 1.0 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
Degette, Diana L (DEM)
incumbent · not on our roster
$1,671,531$290,38959%0%$1,783,693$215,821
Kiros, Melat (DEM)
challenger
$1,091,198$126,4062%0%$474,797$674,999
James, Wanda (DEM)
challenger · not on our roster
$299,970$33,9290%6%$0$0
Palomino, Santiago Emmanuel (DEM)
challenger · not on our roster
$6,637$-4,0670%6%$0$0
Peterson, Christy (REP)
challenger
$2,057$1,7030%0%$0$0

FEC bulk candidate summaries through June 30, 2026; $3,149,310 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+55.6%34.9%+20.7 pts
White, non-Hispanic54.6%58.2%-3.6 pts
Black, non-Hispanic8.5%12.0%-3.4 pts
Hispanic or Latino27.9%19.0%+8.9 pts
Asian, non-Hispanic3.5%5.8%-2.3 pts
Foreign-born13.8%13.9%-0.0 pts
Median age35.139.2-4.1
Median household income$91,539$84,362$+7,177
Median home value$586,700$379,737$+206,963
Owner-occupied homes48.9%65.1%-16.2 pts
Unemployment, July 2026 (BLS county data)4.3%4.4%-0.1 pts
Change in unemployment, past 12 months+0.1 pts——
Change since the last election (24 months)-0.2 pts——
Unemployment (ACS)4.6%5.2%-0.6 pts
Federal government workers2.4%2.6%-0.2 pts
Work from home24.3%13.5%+10.9 pts
Households on SNAP8.3%11.8%-3.5 pts
Households with Social Security income18.7%31.2%-12.5 pts
Households with public assistance income2.9%2.7%+0.2 pts
Moved in from another state, past year5.4%2.3%+3.1 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$118,908$73,248$+45,660
Per-capita income growth since 2019, nominal, 202441.8%32.0%+9.8 pts
Government and other transfers, share of income, 20248.6%19.6%-11.0 pts
Social Security, share of income, 20222.1%5.8%-3.8 pts
Medicare, share of income, 20221.6%4.5%-2.9 pts
Medicaid, share of income, 20222.4%4.0%-1.6 pts
SNAP, share of income, 20220.4%0.6%-0.2 pts
Earned Income Tax Credit, share of income, 20220.1%0.4%-0.2 pts
Veterans' benefits, share of income, 20220.2%0.9%-0.6 pts
Federal civilian jobs, share of all jobs, 20221.8%1.3%+0.5 pts
Military jobs, share of all jobs, 20220.3%0.9%-0.6 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%
Melat Kiros
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02
+52.5
expected margin, D-R
run 00a09d4b · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from +37.9 to +67.4 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+59.1): 40.8 pts toward the Democrat; 2024 House lean (D+58.7): 10.1 pts toward the Democrat; PAC money balance: 8.1 pts toward the Democrat; 2020 presidential lean (D+58.2): 3.0 pts toward the Democrat; social security share (18.5%): 2.4 pts toward the Democrat.

How sure is it, and of what?

Total sd 8.96 points, made of the seat's own volatility 92%, correlated polling error 8%. 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).