Published pick
Katlyn Cerminara vs Mackenzie Stiller
- Winner
- Katlyn Cerminara
- Win probability
- 69.4%
- Strength
- Clearer lean
How the 69.4% figure was built
- DebateAI debate
- 67.7%
- 33% weight
- MarketBetting market
- 70.2%
- 67% weight
Each figure is Katlyn Cerminara’s chance from the AI debate, the betting market with the bookmaker’s margin removed, and a statistical baseline, weighted as shown. They span 2.5 points. The inputs agree closely. The wider the spread, the less sure the forecast.
Why Katlyn Cerminara
Cerminara has a documented UFC-level standing profile (4.58 SLPM, 62 percent defense, 87 percent of strikes standing) and 17 UFC bouts against better opposition. Stiller has 7 regional bouts, 5 days notice and no striking rates. Stiller's grappling is a real threat but is untested above regional level.
Generated automatically by The Oracle. No individual human reviews each prediction before publication.
- Engine version
- AI debate v1
- Source cutoff
- Publication lock
Win probabilities are estimates, not guarantees. Hit rate is not profitability. Correction policy
Full blueprint outline
See exactly what Sharp opens
The structure is public. Matchup-specific conclusions remain behind the verified access check.
01 · Finish projection
Likely method & round
A conditional finish lane plus the assumptions that could overturn it.
02 · Matchup analysis
Evidence and matchup analysis
Supporting and conflicting evidence, tactical interactions, and the uncertainty behind the pick.
03 and 04 · Decision support
Paths, evidence & limits
Both fighters' win paths, supporting and contradictory receipts, uncertainty, and declared limitations.
Free · Tale of the tape
Tale of the tape
| Katlyn Cerminara | Stat | Mackenzie Stiller |
|---|---|---|
| 18-6-0 | Record | 6-1-0 |
| 5′9″ · 175 cm | Height | 5′3″ · 159 cm |
| 68″ · 173 cm | Reach | 63″ · 159 cm |
| Orthodox | Stance | N/A |
Evidence checked through Oct 14, before weigh-ins. Misses, scratches, or replacements announced later are not reflected in this pick.
Result: Katlyn Cerminara beat Mackenzie Stiller by KO/TKO in round 1. The pre-fight pick, Katlyn Cerminara, was correct. This is the original pre-fight pick retained after the event. Its settled result appears in the public Track Record.
Publication context
How to read this forecast
This immutable automated forecast covers Katlyn Cerminara vs Mackenzie Stiller at UFC Fight Night: Buckley vs. Malott on October 17, 2026. Its public winner, probability, source cutoff, and publication lock remain attached to the matchup for later grading.
A probability is an estimate, not a promise. The 69.4% estimate still allows the opponent a meaningful upset path, and hit rate must not be treated as evidence of betting profitability.
Publication details
See when and how this pick was checked
+
See when and how this pick was checked
+- Forecast engine
- The Oracle by Blueprint MMA
- Engine version
- AI debate v1
- Information checked through
- Oct 14, 2026, 9:53 PM UTC
- Published
- Oct 14, 2026, 10:04 PM UTC
- Page data generated
- Oct 25, 2026, 11:45 AM UTC
- Data revision
- 42ba59387602ca55aadc0118f71f39775936f3f2d3a383247342d20e8dfde05a
Checks made before publication
- • The event and matchup must agree.
- • Each fighter and fight must be uniquely identified.
- • The winner and win probability must be saved before the fight.
- • The website and public data must show the same pick.
Each fight uses one saved, source-linked research file. The engine weighs supporting and contradictory evidence, records uncertainty, and publishes its estimated win probability with the original evidence cutoff.
Authorship, limitations, and corrections
Generated automatically by The Oracle. No individual human reviews each prediction before publication.
Blueprint MMA publishes the report and the Oracle Engine generates it. Sources can be incomplete, outdated, or wrong, and late injuries, cancellations, weigh-in changes, or market movement can change the fight after the displayed cutoff.
Blueprint MMA never equates hit rate with profitability and makes no profit guarantee. Review the methodology, correction policy, settled proof, and current UFC prediction board.