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Ohio Senate (special)
Senate · Ohio · Cook rating: Toss-up
Appointed incumbent against a former three-term senator
Sherrod Brown
Jon Husted
From the EvidentlyAEO AI Midterms Tracker
40 AI answers from 4 models · collected Oct 23, 2026
Sentiment gap
Average sentiment of answers about each candidate, 1 to 100
Brown +5 more positive
Name recall
Who the assistants name in the 3 questions that mention neither candidate
Brown 4 of 12, first 4
Husted 4 of 12, first 0
AI vs Cook rating
Cook Political Report rating, Toss-up, against the AI models' lean
AI and Cook agree
Model agreement
How many assistants that made a call agree on the same one
50%agree
1 of 2 assistants · 2 declined
1 Brown1 toss-up0 Husted2 no call
Who the AI models favor
Of 4 AI models asked about the Ohio Senate race today, 1 says Sherrod Brown is narrowly favored over Jon Husted, 1 calls it a toss-up and 2 decline to assess it.
Brown
Democrat
Husted
Republican
- 1 favor Brown
- 1 toss-up
- 0 favor Husted
- 2 no call
The assistants are split: 1 favor Brown, 0 favor Husted, 1 call it a toss-up.
Each assistant’s call
“The current polling averages show Brown ahead by roughly 3–4 percentage points, while published forecast models still describe the race as competitive.”
Google AI ModeDeclined
GeminiDeclined“Sherrod Brown is slightly favored, but the race remains competitive.”
Each assistant was asked: “Who is favored to win, and what do polls and forecasts say?”
Polls these assistants cite range from Jon Husted +2 (Rasmussen Reports, Oct 12-14) to Sherrod Brown +6 (Cook Political Report, Oct 9-13) (12 different polls and averages).
Changed since Oct 22, 2026
- ChatGPTToss-up
- Google AI ModeDeclined to say
- Overall leanLean DToss-up
Strengths and weaknesses AI cites
Attributes raised by at least 2 of the 4 models, with a quote checked against the original answer.
Sherrod Brown
Ideology & policy platform
67“Brown supports legal abortion access and backed Ohio's 2023 constitutional amendment protecting reproductive decision-making.”ChatGPT
“Brown has positioned his platform around working-class advocacy, labor rights, and progressive economic policies.”
Gemini“Brown emphasizes worker protections, public health coverage, and reducing costs for working families.”
PerplexityRaised by 4 of 4 models.
Experience & qualifications
74“Brown is a fixture of Ohio politics with nearly three decades of experience in the U.S. Congress, including three terms in the U.S. Senate (2007–2025).”
Google AI Mode“Brown served in the Ohio House, as Ohio secretary of state, in Congress, and in the U.S. Senate after winning election in 2006.”
Perplexity“His 18 years in the chamber gave him substantial experience with federal legislation, committee work, and negotiations over national economic and social policy.”ChatGPT
Raised by 3 of 4 models.
Unclear or generic attribute
70“This is a concrete legislative result, although it became law after Brown had left the Senate.”ChatGPT
“Brown campaigns on lowering costs and supporting workers.”
Perplexity“His major legislative achievements include passing the Butch Lewis Act, which secured multiemployer pension plans for millions of union workers and retirees, and advancing the Social Security Fairness Act.”
Google AI ModeRaised by 3 of 4 models.
Jon Husted
Experience & qualifications
70“Husted previously served as speaker of the Ohio House, a state senator, Ohio secretary of state and lieutenant governor.”ChatGPT
“Before entering the Senate, Husted was a long-standing figure in state politics, serving as Ohio's Lieutenant Governor, Secretary of State, and Speaker of the Ohio House.”
Google AI Mode“Having served in prominent statewide roles—including Ohio Secretary of State and other executive offices—Husted has built a profile centered on state governance and election administration.”
GeminiRaised by 4 of 4 models.
Unclear or generic attribute
66“Husted delivered a balanced state budget that included the largest tax cut in Ohio history.”
Google AI Mode“Husted's state record gives voters evidence about his priorities and management experience, but his comparatively short federal record provides less evidence about how he would perform over a full Senate career.”ChatGPT
Raised by 3 of 4 models.
Does AI tie each candidate to what voters care about?
0% of what AI says about Brown is about the issues voters rank highest
0% of what AI says about Husted is about the issues voters rank highest
| What voters care about | Sherrod Brown | Jon Husted |
|---|---|---|
| cost of living | Not linked by AI | Not linked by AI |
| healthcare | Not linked by AI | Not linked by AI |
| data centers | Not linked by AI | Not linked by AI |
| foreign policy | Not linked by AI | Not linked by AI |
Top issues come from the AI answers about what voters care about. Scores are average sentiment, 1 to 100, of what AI says about each candidate on that issue.
What AI says voters care about
Top issues
- 1.Cost of living
- 2.Healthcare
- 3.Data centers
- 4.Foreign policy
Party trusted more on
- EconomyRepublicans
- HealthcareDemocrats
- ImmigrationRepublicans
Enthusiasm edge
Democrats. Which side’s voters most models say are more motivated to turn out.
Polls the AI models cite
As stated in each AI answer. Not independently verified, and some are averages rather than single polls.
| Poll | Dates | Brown | Husted | Cited by | Vs reality |
|---|---|---|---|---|---|
| 270toWin average | Oct 3, 2026 | 47.6 | 44.6 | Real polling reference | |
| Fox News | Oct 15-19 | 52 | 47 | ChatGPT | within 3 pts |
| Beacon Research / Shaw & Co. | Oct 15-19 | 52 | 47 | ChatGPT | within 3 pts |
| Marist University | Oct 15-18 | 48 | 44 | ChatGPT | within 3 pts |
| Rasmussen Reports | Oct 12-14 | 47 | 49 | ChatGPT | 5 pts more Husted |
| co/efficient | Oct 5-6 | 45 | 46 | ChatGPT | 4 pts more Husted |
Where the answers came from
Photos: Sherrod Brown (Public domain (official Senate photo, 2021)); Jon Husted (Public domain (official Senate photo)), via Wikimedia Commons.
This tracker shows what AI assistants say when asked the same neutral questions every day. It is not a poll, a forecast or an endorsement. AI answers can be wrong or out of date, and poll numbers are reported as the AI stated them. Candidate photos are from Wikimedia Commons under their stated licences. Party icons: Font Awesome Free (CC BY 4.0).
Cite this
Source: EvidentlyAEO AI Midterms Tracker, "Ohio Senate (special): What AI Models Say," data as of Oct 23, 2026. https://evidentlyaeo.com/election-2026/ohio-senate
Free to quote and screenshot with this credit and a link.