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

NY-17 · House

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

Lean D
68%
Cait Conley
Democrat
32%
Mike Lawler
Republican
Expected margin and its 90% range
R+40R+20R+10EvenD+10D+20D+40D+3.9
What moves this district (points of margin; blue toward the Democrat, red toward the Republican)
total outside/party money+6.8
experience gap−1.9
outside money balance+1.6
2024 House lean−1.5
2024 presidential lean+1.4

The district, in brief

New York's 17th is in the Lower Hudson Valley, covering all of Rockland and Putnam counties, northern Westchester County and a small part of Dutchess County, on the map first used in 2024. The incumbent is Republican Mike Lawler, re-elected with 52.2% in 2024. The text says he is one of only three Republicans in the 119th Congress representing a district carried by Kamala Harris in 2024, making the race a key Democratic target. He is running again, endorsed by Donald Trump and Speaker Mike Johnson.

The Democratic nominee is Cait Conley, a former senior advisor to the Cybersecurity and Infrastructure Security Agency. She won the primary with 49.6% (23,263 votes) over Rockland County legislator Beth Davidson at 31.8% and Tarrytown trustee Effie Phillips-Staley at 15.3%. Her endorsers include Pat Ryan, Ritchie Torres and Sean Patrick Maloney, and she holds the Working Families line. The two have debated on News12.

Every rater listed calls the seat a Tossup: Decision Desk HQ (July 14, 2026), the Cook Political Report (January 15, 2026), Inside Elections (November 11, 2025) and Sabato's Crystal Ball (July 30, 2026). As of June 30, 2026 Lawler had raised $8,172,046 with $4,841,306 on hand; Conley had raised $4,317,457 with $1,319,156 on hand. Two general-election polls are listed: co/efficient, a Republican firm (July 20–22, 2026), had Lawler 50%, Conley 45%; FM3 Research, a Democratic firm (June 27 – July 1, 2026), had Conley 51%, Lawler 45%. The facts put the district's 2024 presidential two-party margin at 0.6 for the Democrat.

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
Mike Lawler (R)The incumbent is Republican Mike Lawler, who was re-elected with 52.2% of the vote in 2024.
Open seat
noLawler is running for re-election.
Democratic nominee
Cait Conley*Cait Conley, former senior advisor to the Cybersecurity and Infrastructure Security Agency
Republican nominee
Mike Lawler*Mike Lawler, incumbent U.S. representative
Democrat's background
former senior advisor to the Cybersecurity and Infrastructure Security AgencyCait Conley, former senior advisor to the Cybersecurity and Infrastructure Security Agency
Republican's background
incumbent U.S. representativeMike Lawler, incumbent U.S. representative
Presidential vote
Carried by Kamala Harris in 2024; Lawler is one of three Republicans in the 119th Congress in a Harris districtLawler is one of only three Republicans in the 119th Congress to represent a district that was carried by Democrat Kamala Harris in the 2024 presidential election, making this race a key Democratic target.
Last result
Lawler re-elected with 52.2% in 2024who was re-elected with 52.2% of the vote in 2024
Primaries
Conley won the Democratic primary with 49.6% (23,263 votes) over Beth Davidson 31.8%, Effie Phillips-Staley 15.3%, John Cappello 1.6% and Mike Sacks 1.6%; Lawler had no listed primary opponentcandidate: Cait Conley party: Democratic Party (United States) votes: 23,263 percentage: 49.6
Raters
Decision Desk HQ: Tossup (July 14, 2026); Cook: Tossup (Jan 15, 2026); Inside Elections: Tossup (Nov 11, 2025); Sabato's Crystal Ball: Tossup (July 30, 2026)Decision Desk HQ Tossup July 14, 2026 The Cook Political Report Tossup January 15, 2026
Money
As of June 30, 2026: Lawler raised $8,172,046 with $4,841,306 on hand; Conley raised $4,317,457 with $1,319,156 on hand| Mike Lawler (R) $8,172,046 $3,500,109 $4,841,306
Also
Two general-election polls: co/efficient (R) (July 20–22, 2026, 1,292 LV) Lawler 50%, Conley 45%; FM3 Research (D) (June 27 – July 1, 2026, 509 LV) Conley 51%, Lawler 45%co/efficient (R) July 20–22, 2026 1,292 (LV)
Lawler is endorsed by Donald Trump, Speaker Mike Johnson, Log Cabin Republicans, the Republican Jewish Coalition and the Conservative Party*Mike Johnson, speaker of the House (2023–present) from LA-04 (2017–present)
Conley is endorsed by Pat Ryan, Ritchie Torres, Sean Patrick Maloney, Jason Crow, Seth Moulton, Max Rose, Mimi Rocah, VoteVets and the NewDem Action Fund; she holds the Working Families line*Sean Patrick Maloney, former NY-18 (2013–2023) *Seth Moulton, MA-06 (2015–present)
Six Democratic primary polls are listed; the last two (Public Policy Polling, June 15–16, 2026; Tavern Research, June 12–16, 2026) had Conley at 33% and 34% with Davidson secondPublic Policy Polling (D) June 15–16, 2026 553 (LV)
Peter Chatzky, former mayor of Briarcliff Manor, withdrew from the Democratic primary on April 9, 2026; Sean Patrick Maloney declined to runApril 9, 2026 Chatzky withdraws from the race
Conley and Lawler debated on News12 Hudson ValleyConley and Lawler faced off in a debate broadcast by News12 Hudson Valley on MDY.

Not in the source: The two general-election polls are in the text but the model's basis says no district polls.; The debate date is given only as a placeholder ('MDY').; No presidential result percentages for the district in the text, only that Harris carried it.; The Republican primary section lists no opponent for Lawler and no result.

Read from the district's section of Wikipedia's state page (CC BY-SA), archived as cfb3d3b04173; 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

Michael Lawler (Republican), in this chamber since 2023, 2 terms. Committees: House Committee on Financial Services; House Committee on Foreign 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
PresidentD+13.7D+13.9D+5.3

A shift of 8.3 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 degree31%57% / 43%29%14%
White, degree36%77% / 67%51%70%
Black8%57% / 36%6%93%
Hispanic17%38% / 26%9%71%
Asian5%34% / 22%3%66%
Other / multiracial2%57% / 44%2%74%

Of about 516,041 adults 25 and over. In 2020 the district voted 55.1% Democratic (two-party) for president. With the same preferences and a 2022-style midterm turnout, it would vote 55.4% Democratic: the midterm electorate alone moves the margin 0.6 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
Chatzky, Peter (DEM)
challenger · not on our roster
$11,707,922$7890%97%$0$0
Lawler, Michael Vincent (REP)
incumbent
$8,172,046$4,841,30624%0%$0$13,272
Conley, Cait (DEM)
challenger
$4,317,457$1,319,15610%0%$1,750,012$1,500,000
Davidson, Beth (DEM)
challenger · not on our roster
$2,183,574$183,7350%1%$0$0
Phillips-Staley, Effie (DEM)
challenger · not on our roster
$787,244$11,3100%22%$0$0
Reinmann, Jessica (DEM)
challenger · not on our roster
$655,476$00%36%$0$0
Sullivan, John (DEM)
challenger · not on our roster
$485,229$2,3860%1%$0$0
Sacks, Mike (DEM)
challenger · not on our roster
$298,002$16,9210%0%$0$0
Cappello, John (DEM)
challenger · not on our roster
$78,826$3,1490%0%$0$0
Jones, Mondaire (DEM)
challenger · not on our roster
$18,616$44,9300%0%$100$0
Maloney, Sean Patrick (DEM)
incumbent · not on our roster
$15,000$00%0%$0$0

FEC bulk candidate summaries through July 06, 2026; $3,263,384 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+48.7%34.9%+13.8 pts
White, non-Hispanic64.2%58.2%+6.0 pts
Black, non-Hispanic7.4%12.0%-4.6 pts
Hispanic or Latino20.3%19.0%+1.3 pts
Asian, non-Hispanic4.8%5.8%-1.0 pts
Foreign-born18.8%13.9%+5.0 pts
Median age40.139.20.9
Median household income$125,810$84,362$+41,448
Median home value$563,600$379,737$+183,863
Owner-occupied homes74.5%65.1%+9.4 pts
Unemployment, July 2026 (BLS county data)3.7%4.4%-0.7 pts
Change in unemployment, past 12 months+0.1 pts——
Change since the last election (24 months)+0.1 pts——
Unemployment (ACS)5.4%5.2%+0.2 pts
Federal government workers1.4%2.6%-1.2 pts
Work from home15.8%13.5%+2.3 pts
Households on SNAP7.1%11.8%-4.7 pts
Households with Social Security income33.7%31.2%+2.5 pts
Households with public assistance income2.1%2.7%-0.5 pts
Moved in from another state, past year1.0%2.3%-1.3 pts
Gini index0.500.440.06
Per-capita personal income (BEA), 2024$99,091$73,248$+25,843
Per-capita income growth since 2019, nominal, 202425.8%32.0%-6.1 pts
Government and other transfers, share of income, 202413.7%19.6%-5.9 pts
Social Security, share of income, 20224.3%5.8%-1.5 pts
Medicare, share of income, 20223.1%4.5%-1.3 pts
Medicaid, share of income, 20223.5%4.0%-0.5 pts
SNAP, share of income, 20220.3%0.6%-0.3 pts
Earned Income Tax Credit, share of income, 20220.2%0.4%-0.2 pts
Veterans' benefits, share of income, 20220.2%0.9%-0.7 pts
Federal civilian jobs, share of all jobs, 20220.4%1.3%-0.8 pts
Military jobs, share of all jobs, 20220.3%0.9%-0.7 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?

68%
Cait Conley
run 0b33151b · house_district_prior/0.2.0 · as of 2026-10-02
+3.8
expected margin, D-R
run 0b33151b · house_district_prior/0.2.0 · as of 2026-10-02

The 90% interval runs from -10.2 to +17.7 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: total outside/party money: 6.8 pts toward the Democrat; experience gap (-4 levels, D minus R): 1.9 pts toward the Republican; outside money balance: 1.6 pts toward the Democrat; 2024 House lean (R+3.7): 1.5 pts toward the Republican; 2024 presidential lean (D+2.1): 1.4 pts toward the Democrat.

How sure is it, and of what?

Total sd 8.44 points, made of the seat's own volatility 89%, correlated polling error 11%. 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 0b33151b-a949-47f1-b845-564833a2b74d, 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).