U.S. House - MN-04 · Minnesota · 2026
General election · 3 on file, ballot not yet verified · Incumbent running
Result
CalledBetty McCollum (D) won this race.
- Betty McCollumDemocraticWinnershare not given245,699 votes
- Joe TeirabRepublicanshare not given90,068 votes
- Paul WikstromRepublicanshare not given90,068 votes
- Margin
- 155,631 votes
- Called
- Called by Wikipedia editors, Nov 4, 7:28 AM ET (revision)
- Last updated
- Nov 11, 6:05 AM ET
- Source
- Wikipedia · official results page
Called it: hit Our locked call before polls closed was D; the winner is D. See every locked call
Unofficial until the state certifies the result.
Before the election
Polls, ratings and the Vugol Tensor below were published before votes were counted. They are not results.
Model rating Leans Democratic (Anchored) on the Vugol Vector model, a snapshot of today, not a probability.
No polls on file for this race. Model inputs: 4 of 7, updated yesterday. Page updated 2026-11-15. Sources · What is validated
ExperimentalNews attention 67/100, how much coverage the race gets, not who is winning. Updated 9 days ago. How it works
Candidates on file, ballot not yet verified (3)
From FEC filings and public records. Filing with the FEC does not put someone on the ballot; we are checking each state’s certified candidate list and will mark who is on the November ballot.
Latest verified field polling
Verified = published by the pollster that conducted it, with a public source we link to.
No verified poll has been published for this race. The Vugol Vector call from our model is below, it is not a poll.
Polling average
No polls on file for this race yet. See latest polls across every race.
Campaign money (FEC)
Candidate committee totals for the cycle from the Federal Election Commission (public domain), as of each committee's latest report.
| Candidate | Raised | Spent | Cash on hand | Through |
|---|---|---|---|---|
| Betty McCollum | $1,539,014 | $1,567,669 | $526,264 | 2026-10-14 |
| Paul Wikstrom | $65,016 | $36,130 | $18,548 | 2026-10-14 |
| Paul Xiong | $68,145 | $64,577 | $3,567 | 2026-09-30 |
Ad spending (FEC)
What each campaign reported paying for ads, and what outside groups (super PACs, PACs and parties) reported spending for and against each candidate. Federal Election Commission filings, public domain.
| Candidate | Campaign's own ads | Outside groups for | Outside groups against |
|---|---|---|---|
| Betty McCollum | $81K | ||
| Paul Xiong | $5,000 | ||
| Paul Wikstrom | $766 |
Outside groups: 24- and 48-hour independent expenditure reports for the 2026 primary and general, each expenditure counted once after amendments; "ads" is TV, radio, digital and other media, and the rest is mail, phones, canvassing and similar. Campaign's own ads: TV, radio, digital, other media and ad production in the campaign committee's itemized payments, as the campaign described them, from the reports the FEC has processed (latest through 2026-10-08); newer reports appear as the FEC processes them. These are amounts committees reported paying, not airtime tracked by ad-monitoring firms, so very recent buys and future reservations may not show yet. Parser fec-ad-spend-1.0.0.
In the news
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LabVugol Vector & Vugol Attention
Vugol Attention 67 Vugol Vector D · Anchored
Vugol Me model signals, not polls. Verified polling is in the Polls section above.
Vugol Me Attention (attention intensity)
Vugol Attention intensity index 0–100 · not a poll · normalized nightly
Vugol Vector
Proprietary ensemble model · a call, not a probability · model confidence: medium
The breakdown of this call (the model's multi-signal input matrix, input by input) is on Ultra Pro plans.
Vugol Tensor
How far this call can miss · a range, not a prediction · no verified poll here, so the range is wider and untested
Centre D+29.6. Four times in five the result lands between D+39.0 and D+20.2; nine in ten between D+41.7 and D+17.6. Chance the Democrat finishes ahead: >99%.
Polls have missed by about four points in a typical race and they miss together. How Tensor works →
Desk data: daily telemetry
Per-source daily series, CSV export and the Vugol Vector breakdown · paid plans
Sources
- Roster, official filings; fundraising from FEC datapoints where on file (https://api.open.fec.gov/).
- Vugol Attention inputs, Wikipedia pageviews (https://wikimedia.org/api/rest_v1/) and GDELT news volume and tone (https://www.gdeltproject.org/).
- Polls and results, individual polls and primary results listed on the Wikipedia election article (CC BY-SA 4.0), each poll linked to the pollster's release; money and election dates from the FEC (public domain). How rows are checked.
- Models attention-1.0.0 · vector-1.1.0 · attention inputs SHA-256 2f06d906fd53 · methodology · license CC BY 4.0 (data license).
Vugol Vector band: D · Anchored. Have a say in the Vugol race poll; it is open to signed-in voters and never feeds these numbers.
The four Vugol signals, side by side
They answer different questions and are kept apart. Full method: Methodology.
- Vugol Vector
- Our call for every race if today’s polls hold. A snapshot, not a win probability or a vote share.
- Vugol Tensor
- How sure we are: ranges and chamber-control odds around the Vector, built from past polling error. An experiment about uncertainty, not a better guess.
- Vugol Attention
- How much news and online noise a race gets, 0 to 100. It measures noise, not support: a high score says nothing about who is ahead.
- Vugol Pulse
- Our daily thumbs-up or thumbs-down question for readers. Anyone can answer, so it describes our readers, not the public. It is not a vote and never enters a poll average or any other signal.