Bill Hill is on the November 3, 2026 ballot in the Alaska U.S. House At-Large Race 2026 as the Independent candidate. Below: what ChatGPT, Claude, Gemini and Grok tell voters about Bill Hill, next to prediction markets and recent polls.
Today's read on the Alaska U.S. House At-Large race, naming Bill Hill
Chatbots picked incumbent Nick Begich III (R) 65.5 percent of the time when Alaska voters asked about the U.S. House At-Large race. Markets give Begich an 86.0 percent chance to win, while polls put him at 47.2 percent of the vote. Bill Hill, an Independent, is the main reason the lenses differ. Chatbots picked Hill 14.7 percent of the time, but polls put him at 37.4 percent. With no meaningful move since yesterday and the same Begich edge reported repeatedly this week, the race looks steady 24 days before the general election.
Oct 10, 2026. Written by GPT-5.5; numbers checked by Claude Sonnet 5 (verified).
What ChatGPT, Claude, Gemini and Grok say about Bill Hill
Asked as a voter about the Alaska U.S. House At-Large race, the AI panel named Bill Hill in 15% of responses over the last 7 days. Prediction markets price Bill Hill at 13% to win. Recent polls average 37%. Share of AI responses, not a forecast. As of Oct 10, 2026.
Change over the last 7 days: AI panel -4.7pp (within noise); markets +1.0pp (within noise); polls 0pp (within noise).
Which models pick Bill Hill
Claude Haiku 4.519%
Claude Sonnet 514%
Gemini 3.1 Pro28%
Gemini 3.6 Flash24%
Grok 4.30.2%
Grok 4.50.0%
GPT-5.4 mini5%
GPT-5.529%
Why the chatbots picked Bill Hill, in their own words
Bill Hill — supports reducing healthcare costs, expanding Medicaid, extending federal subsidies, and prescription-drug price caps. (smarter.vote)
GPT-5.5, Oct 10, 2026, asked about healthcare as a Fairbanks voter. Picked Bill Hill.
Hill’s public position explicitly supports streamlining Green Card and citizenship processes; Begich emphasizes enforcement.
GPT-5.5, Oct 10, 2026, asked about immigration (permissive framing) as a baseline voter. Picked Bill Hill.
Bill Hill, a Dena'ina Athabascan commercial fisherman, educator, and former Alaska Native village corporation board president, has a personal record and platform centered on protecting subsistence access, supporting ANCSA village corporations, and upholding tribal self-determination and local governance.
Gemini 3.6 Flash, Oct 10, 2026, asked about native subsistence as a baseline voter. Picked Bill Hill.
Independent candidate Bill Hill has made the cost of living, high fuel prices, and energy affordability in rural and urban Alaska central priorities of his 2026 campaign platform.
Gemini 3.1 Pro, Oct 10, 2026, asked about cost of living as a baseline voter. Picked Bill Hill.
Explore the data
Interactive charts by model, topic and voter persona load here in the browser.
Bill Hill: frequently asked questions
Is Bill Hill on the ballot in the Alaska U.S. House At-Large Race 2026?
Yes. Bill Hill is on the November 3, 2026 ballot in the Alaska U.S. House At-Large Race 2026 as the Independent candidate.
What do AI chatbots say about Bill Hill?
Asked the questions a voter would ask about the Alaska U.S. House At-Large Race 2026, the consumer AI products we measure (ChatGPT, Claude, Gemini and Grok) named Bill Hill in 15% of responses over the last 7 days. That is a share of AI answers, not a forecast of the vote.
What do the polls say about Bill Hill?
The average of the most recent public polls that named Bill Hill is 37%.
What are Bill Hill's odds in the Alaska U.S. House At-Large Race 2026?
Prediction markets price Bill Hill at 13% to win, read as an implied probability. Markets are one lens, not a result.
Who else is running in the Alaska U.S. House At-Large Race 2026?
Also on the ballot: Nick Begich III, James C. McDermott, and Eric Hafner.