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Voting Monitor

Weekly roundup, Oct 23, 2026 to Oct 29, 2026

Maine Senate chatbots stay roughly split as markets favor Jackson

A week of small moves left the chatbot panel narrowly favoring Democrat Troy Jackson, while betting markets lean his way more heavily and polls show a close race with Republican Sen. Susan Collins.

Oct 29, 2026. Written by Claude Sonnet 5 and checked by GPT-5.5, from Voting Monitor's data. No person reviewed this article before it was published. How this is made · Report an error

A narrow edge, not a swing

Voters in Maine asking chatbots about the Senate race this week got answers that tilted a bit more toward Democrat Troy Jackson than a week earlier, though nothing here crossed the line into a real change. Jackson's share of chatbot answers moved up by 4 points and Republican Sen. Susan Collins slipped a similar amount, but the data marks this move as not significant, meaning the panel is still best described as holding roughly steady.

Betting markets and polls also moved only a little, with markets moving slightly toward Collins and polls nudging slightly toward Collins, but both of those moves also fall short of the threshold for a real change. The overall picture carried over from last week, when the chatbot panel favored Collins narrowly and markets had already turned toward Jackson. Now the chatbot panel's top pick has flipped to Jackson, by the thinnest of margins.

The chatbots are not agreed

Ask different chatbots this week and you would get different answers. Jackson edges out narrowly across the panel as a whole, but Claude Sonnet 5 and Gemini 3.6 Flash each split their answers evenly between the two candidates. Gemini 3.1 Pro Preview and GPT-5.5 lean toward Jackson, while Grok 4.3 leans toward Collins.

The sharpest outlier is GPT-5.4 mini, which favors Collins by 40 points over Jackson, the widest gap of any chatbot this week. On immigration, GPT-5.5 picked Jackson for better matching positions on protecting immigrant families, while Gemini 3.1 Pro Preview picked Collins on the same topic, citing her record on border security funding. Grok 4.3 picked Collins on federal taxes and foreign policy, pointing to her support for the 2017 tax cuts and her record on the Appropriations Committee.

Markets lean further than chatbots or polls

The three signals do not point the same way by the same margin. Betting markets give Jackson a noticeably stronger position than the chatbot panel does, with the chatbots running 13 points lower on Jackson than the markets and 12 points higher on Collins, a gap wide enough to call a real disagreement between the two lenses.

Polls are a different story. Three recent surveys, most recently from Trafalgar Group, put Jackson at 48 percent of the vote and Collins at 48 percent, a close race with voters still deciding. On that measure the chatbot panel and the polls are close together, each within 2 points of the other for both candidates, which counts as broad agreement even though the panel's overall placement of Jackson sits closer to even than the betting markets show.

What to watch next week

With the race this tight in both the chatbot panel and the polls, watch whether GPT-5.4 mini's lean toward Collins narrows or whether it keeps setting it apart from the rest of the panel. Also watch whether the gap between the chatbot panel and the betting markets, now running double digits on both candidates, closes or widens.

In the chatbots' own words

Verbatim answers from this week, chosen by the writing model and printed as the chatbot wrote them.

What changed this week in the Maine Senate race#

Change in share points versus Oct 22, 2026. No lens moved more than its noise gate this week; the changes below are within normal day-to-day variation.

CandidateAI panel (noise)Markets (noise)Polls (noise)
Troy Jackson+4.0pp-2.0pp-0.8pp
Susan Collins-3.4pp+2.0pp0pp

Which AI models pick whom in the Maine Senate race#

Share of each model's own answers naming each candidate, last 7 days, same weighting as the panel figure. The panel's most common pick is Troy Jackson; GPT-5.4 mini is the model that disagrees most, picking Susan Collins by a 40pp margin over the panel favourite.

ModelTroy JacksonSusan Collins
Claude Haiku 4.546%42%
Claude Sonnet 550%50%
Gemini 3.1 Pro58%42%
Gemini 3.6 Flash50%50%
Grok 4.342%58%
Grok 4.554%46%
GPT-5.4 mini30%70%
GPT-5.555%45%