Horizon · our Election Day forecast: polls, plus fundamentals like incumbency, fundraising and past results.

Pulse · polls only: where the races stand today, with no fundamentals and wider uncertainty.

What's the difference?

Oklahoma › Oklahoma House of Representatives · State legislature · November 3, 2026 · Updated Oct 16, 2026

Oklahoma House District 99

Brown is very likely to win: Brown wins in more than 99 of every 100 simulations.

Brown (D)
>99%
chance of winning
Latham (R)
<1%
Average margin
D+68.2
80% of outcomes
D+59 to D+78
Partisan lean
D+63
Polls
No pollsmodel only

Brown is very likely to win: Brown wins in more than 99 of every 100 simulations.

Brown (D)
>99%
chance of winning
Latham (R)
<1%
Average margin
D+68.7
80% of outcomes
D+56 to D+82
Partisan lean
D+63
Polls
No pollsmodel only

Range of outcomes

Final margin across our simulations; the white dashes mark the middle 80%.

D+68.2R+75R+50R+25EvenD+25D+50D+75
D+68.7R+100R+50EvenD+50D+100

How the odds have moved

Chance of winning by forecast date.

0%25%50%75%100%AugSepOctNovNov 3Brown >99%Latham <1%

Updated nightly. Each day is the current model run on the polls that had ended by then (how).

0%25%50%75%100%AugSepOctNovNov 3Brown >99%Latham <1%

Updated nightly. Each day is the current model run on the polls that had ended by then (how).

The candidates

What goes into the forecast

Every ingredient's estimate of the final margin.

National environment
D+9.5Election Day forecast
Oklahoma state offices
−0.3Polls for governor, statewide and legislative races · details
Environment here
D+9.2Used by the fundamentals
Swing reaching this office
58%Of a shift in the environment, from past legislative races since 2016
Upper South adjustment
+5.2How legislative races in the region have run against lean and environment lately
← RepublicanDemocratic →Lean + environmentUsual vote, shifted by 58% of the environment andthe Upper South adjustmentD+70.4Fundamentals modelAdds incumbency, past results, money andexperienceD+68.1Polls in similar placesPolling of similar races in Oklahoma andlook-alike placesD+68.1Polling averageNo polls of this racenot availableHorizon forecastPolls + fundamentals, projected to Election DayD+68.1Pulse forecastPolls (and polling of similar places) only, todayD+68.6

Each estimate is a margin before national and statewide uncertainty is simulated. Horizon blends polls, fundamentals and a little of the similar-places estimate, weighting each by how precise it is; Pulse uses polls and similar places only.

Fundamentals inputs
Incumbency (+1 D, −1 R)0
Fundraising edge (log ratio of individual money)1.5
Elected-experience edge0
First-term incumbent0
Seat's last result vs. expectation0
Incumbent's last result vs. expectation0

Polls

No public polls of this race. The forecast relies on fundamentals and on polling of similar places in the state.

The district

Lean D+63: how much more Democratic or Republican than the nation it votes for president.

Presidential vote

← RepublicanDemocratic →2016 presidentD+60.8D+58.5 vs. nation2020 presidentD+63.9D+59.4 vs. nation

Precinct results re-aggregated to the current district lines.

Who lives here

Population
42,075
People per km²
805
Adults with a B.A.+
34%
White, no degree
19%of adults
  • White 33%
  • Hispanic 13%
  • Black 42%
  • Asian 3%
  • Other / multiracial 10%

American Community Survey 2020–2024, aggregated from census tracts.

Past results

Results in the same-numbered district; earlier elections may have used different lines.

2020 President Vote in this district

14,022 two-party votes · D+63.9 · D+59.4 vs. the nation
✓ Joe Biden (D)81.9%
Donald Trump (R)18.1%

2016 Earlier district lines

11,521 votes · Uncontested by the other party
✓ George E Young (D)81.8%
Marina Mangiaracina (I)18.2%

2016 President Vote in this district

11,914 two-party votes · D+60.8 · D+58.5 vs. the nation
✓ Hillary Clinton (D)80.4%
Donald Trump (R)19.6%

2014 Earlier district lines

6,951 votes · D+64.6
✓ George E Young (D)82.3%
Willard Linzy (R)17.7%

2012 Earlier district lines

12,745 votes · D+67.0
✓ Anastasia A Pittman (D)83.5%
Willard Linzy (R)16.5%