Here's a combo of what Grok and ChatGPT have to say about the 0.7% chance that we don't make it. I could not find anyone else doing this specifically for Wisconsin so hence the turning to the data analysis.
Why the miss probability is so low — and what the failing scenarios look likeWisconsin has no remaining games, so its base NPI is essentially locked (minor indirect effects can occur via opponents' records/strength-of-schedule adjustments in the NPI formula). The model shows it almost always stays high enough in the rankings for an at-large spot unless two rare things align in the same simulation:
- Tournament results shift the final NPI just enough that Wisconsin ends up ranked exactly 11th (occurs in 11% of all sims) or 12th (0.3% of sims). This requires specific outcomes affecting ratings calculations (e.g., certain bubble teams winning games or top teams losing in ways that tweak SOS metrics).
- Too few of the teams ranked higher than Wisconsin win their conference tournaments (i.e., claim AQ bids).
- Wisconsin (always non-AQ) misses if there are ≥10 higher-NPI non-AQ teams (filling the 10 at-large spots ahead of it).
- If it finishes #11 overall: This only happens if 0 of the top 10 win AQs.
- If it finishes #12 overall: This happens if 0 or 1 of the top 11 win AQs.
These combinations are extremely rare because most top-NPI teams (from NCHC, Big Ten, Hockey East, ECAC, etc.) are strong favorites in their conferences. The simulations heavily weight outcomes toward "chalk" results.
collegehockeynews.com
Most likely scenarios among the 0.7% failures (ranked by relative probability in the model)The most probable paths to a miss (i.e., the ones that occur most often within the failing ~140/20,000 simulations) are those requiring the "least extreme" combination of variance:
- Wisconsin's final NPI drops to exactly 11th (the larger bucket at 11% base probability) plus a complete sweep of upsets where none of the top 10 NPI teams win their conferences. This crowds the at-large pool with 10+ higher non-AQ teams. (The 0.3% #12 NPI cases contribute less overall, even if they need only 0–1 top teams taking AQ.)
- These involve correlated upsets or deep runs by current bubble/lower teams (e.g., Augustana ~28% AQ chance in sims, UMass ~16%, UConn ~13%, St. Thomas ~24%, Minnesota State ~24%, Boston College ~11%) in their ongoing tournaments (CCHA, Hockey East, NCHC, ECAC, Atlantic Hockey, and Big Ten semifinals/finals). Such runs can slightly depress relative NPI positioning while preventing top teams from locking in AQs.
collegehockeynews.com
In practice, this looks like a "perfect storm" of underdogs winning key playoff games across multiple conferences — far beyond typical variance. Nearby bubble teams have much lower make rates overall (e.g., Augustana 71%, UMass 36%, UConn 32%), underscoring how stable Wisconsin's position is.
espn.com
Bottom line: Wisconsin is a near-lock for an at-large bid unless the conference tournaments produce an extraordinary, low-probability cascade of upsets that both nudges its final NPI to the edge and leaves too many higher teams as non-AQs. CHN updates the matrix as games progress, but as of the latest run (post-Wisconsin's elimination), the 0.7% figure holds. The Badgers are overwhelmingly expected to be in the 16-team field when selections are announced.