Sherrod Brown is on the November 3, 2026 ballot in the Ohio U.S. Senate Special Election 2026 as the Democrat candidate. Below: what ChatGPT, Claude, Gemini and Grok tell voters about Sherrod Brown, next to prediction markets and recent polls.
Nothing moved beyond its normal daily range in Ohio's special U.S. Senate race, where chatbots pick Democrat Sherrod Brown about 50 percent of the time, betting markets give him a 67 percent chance, and September polls put him at 48 percent of the vote against incumbent Republican Jon Husted.
Oct 22, 2026. From answers collected Wednesday, October 21. Written by Claude Sonnet 5, checked and corrected by GPT-5.5.
Asked as a voter about the Ohio Senate race, the AI panel named Sherrod Brown in 50% of responses over the last 7 days. Prediction markets price Sherrod Brown at 71% to win. Recent polls average 48%. Share of AI responses, not a forecast. As of Oct 21, 2026.
Change over the last 7 days: AI panel -3.1pp (within noise); markets +8pp; polls 0pp (within noise).
| Claude Haiku 4.550% | Claude Sonnet 544% | Gemini 3.1 Pro53% | Gemini 3.6 Flash59% | Grok 4.347% | Grok 4.550% | GPT-5.4 mini47% | GPT-5.550% |
Sherrod Brown; his platform most directly targets household costs like health care, drug prices, and utility bills. (jay-analytics.com)
GPT-5.5, Oct 21, 2026, asked about cost of living as a Delaware County voter. Picked Sherrod Brown. How this was asked
Sherrod Brown has a public record of expanding healthcare access and lowering costs, including key votes for the Affordable Care Act, capping insulin prices at $35 for Medicare enrollees, and supporting Medicare's authority to negotiate prescription drug prices.
Gemini 3.6 Flash, Oct 21, 2026, asked about healthcare as a Southeast Ohio voter. Picked Sherrod Brown. How this was asked
Sherrod Brown's record aligns with expanding legal pathways and family protections.
Grok 4.3, Oct 21, 2026, asked about immigration (permissive framing) as a Southeast Ohio voter. Picked Sherrod Brown. How this was asked
Sherrod Brown's public record most closely aligns with this priority. He has a long history of advocating for increased federal funding for traditional K-12 public schools and has consistently opposed the diversion of public education funds to private or for-profit charter schools. In contrast, Jon Husted has been a strong proponent of school choice, tax credits, and voucher programs (such as EdChoice) which redirect funds to private education, and Bill Redpath, as a Libertarian, generally supports reducing federal involvement and spending in education.
Gemini 3.1 Pro, Oct 21, 2026, asked about k-12 education as a Columbus voter. Picked Sherrod Brown. How this was asked
Interactive charts by model, topic and voter persona load here in the browser.
Yes. Sherrod Brown is on the November 3, 2026 ballot in the Ohio U.S. Senate Special Election 2026 as the Democrat candidate.
Asked the questions a voter would ask about the Ohio U.S. Senate Special Election 2026, the consumer AI products we measure (ChatGPT, Claude, Gemini and Grok) named Sherrod Brown in 50% of responses over the last 7 days. That is a share of AI answers, not a forecast of the vote.
The average of the most recent public polls that named Sherrod Brown is 48%.
Prediction markets price Sherrod Brown at 71% to win, read as an implied probability. Markets are one lens, not a result.
Also on the ballot: Jon Husted, Bill Redpath, and Greg Levy.