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CO-8 (north Denver suburbs)
House · Colorado · Cook rating: Toss-up
Suburban swing district with a large Latino electorate
Manny Rutinel
Gabe Evans
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
Rutinel +1 more positive
Name recall
Who the assistants name in the 3 questions that mention neither candidate
Rutinel 7 of 12, first 1
Evans 9 of 12, first 8
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
2 of 4 assistants
2 Rutinel2 toss-up0 Evans
Who the AI models favor
Of 4 AI models asked about CO-8 today, 2 say Manny Rutinel is narrowly favored over Gabe Evans and 2 describe it as a toss-up.
Rutinel
Democrat
Evans
Republican
- 2 favor Rutinel
- 2 toss-up
- 0 favor Evans
The assistants are split: 2 favor Rutinel, 0 favor Evans, 2 call it a toss-up.
Each assistant’s call
“The latest head-to-head poll shows Evans at 48% and Rutinel at 46%, with no statistically clear separation.”
“categorizing it closely within the toss-up or competitive spectrum”
“while forecasters rate the district as leaning Democratic, the race remains a hard-fought battleground”
“Manny Rutinel is favored, but the race is still competitive.”
Each assistant was asked: “Who is favored to win, and what do polls and forecasts say?”
Polls these assistants cite range from Gabe Evans +2 (McLaughlin & Associates, Sept 16-17) to Gabe Evans +2 (McLaughlin & Associates, Sept 16-17) (2 different polls and averages).
Changed since Oct 22, 2026
Google AI ModeToss-up- 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.
Manny Rutinel
Not raised by at least 2 models yet.
Gabe Evans
Not raised by at least 2 models yet.
Does AI tie each candidate to what voters care about?
0% of what AI says about Rutinel is about the issues voters rank highest
0% of what AI says about Evans is about the issues voters rank highest
| What voters care about | Manny Rutinel | Gabe Evans |
|---|---|---|
| cost of living, taxes | Not linked by AI | Not linked by AI |
| immigration | Not linked by AI | Not linked by AI |
| healthcare | 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.Immigration
- 3.Healthcare
- 4.Taxes
Party trusted more on
- EconomySplit
- HealthcareSplit
- ImmigrationSplit
Enthusiasm edge
Even. 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 | Rutinel | Evans | Cited by |
|---|---|---|---|---|
| McLaughlin & AssociatesLV | Sept 16-17 | 46 | 48 | ChatGPT |
| McLaughlin & Associates | mid-September | 46 | 48 |  Gemini |
| LV | September | 46 | 48 | ChatGPT |
Where the answers came from
Photos: Manny Rutinel (CC BY-SA 4.0 (Andy Bosselman)); Gabe Evans (Public domain (official House 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, "CO-8 (north Denver suburbs): What AI Models Say," data as of Oct 23, 2026. https://evidentlyaeo.com/election-2026/co-8
Free to quote and screenshot with this credit and a link.