Stylistic / Matchup
25% WEIGHTArchetype clash · imposition · stylistic kryptonite
Locked
For entertainment only — MMA analysis only, not financial advice.
Jean-Paul Lebosnoyani vs Seokhyeon Ko, UFC Fight Night: Du Plessis vs. Usman prediction and deep analysis
// UFC Fight Night: Du Plessis vs. Usman
Jean-Paul Lebosnoyani/Seokhyeon Ko
WelterweightENGINE FORECAST
// PROJECTED WINNER
Jean-Paul Lebosnoyani.
METHOD · LOCKED
// WIN PROBABILITY
LebosnoyaniKo
62%38%
WAR ROOM COMMITTEE · UNIFIED CONSENSUS
Blueprint MMAblueprintmma.com
// HIGH-SIGNAL FACTORS
The Signals
The committee's read across the eight factor categories that move the prediction, weighted by importance. Noise — staredowns, narratives, crowd, market movement, referee tendencies — carries zero weight.
The committee's per-factor read unlocks with Sharp: lean, key factors, and lane reasoning.
Unlock the Signals ->Physical
20% WEIGHTCardio/recovery · chin/durability · rehydrated size · reach/frame
Locked
Film
15% WEIGHTFight IQ · adaptability
Locked
Statistical
15% WEIGHTStrike metrics · grappling metrics · finish rate
Locked
Trajectory
8% WEIGHTCareer arc, rising / peaking / declining
Locked
Situational
7% WEIGHTAge/decline curve · layoff/ring rust
Locked
Preparation
7% WEIGHTNotice length · camp quality
Locked
Weigh-In
3% WEIGHTMissed weight
Locked
// CONTRARIAN RED-TEAM
The Red-Team Check
One committee lane is paid to argue the other side. It casts no vote — 0% weight, it can never move the pick — but when it prices the upset at 35%+ the published bet recommendation flips to pass. Every verdict ships with this check.
The red-team's upset case unlocks with Sharp: its pricing, reasoning, and the veto status.
Unlock the Red-Team ->Upset Casenon-voting · 0% weight
Locked// KEY TAKEAWAYS
How Each Side Wins
Each fighter's path to the win — and what breaks the pick — unlocks with Sharp.
Unlock the Takeaways ->Key Takeaways
- The War Room Committee picks Jean-Paul Lebosnoyani (62% win probability).
- Jean-Paul Lebosnoyani path. "Range striking into takedown": Leverage the 1.2-inch reach edge to establish jab volume and force Ko to march into counters
- Seokhyeon Ko path. "Pressure wrestling to top control": Close distance off angles to nullify the reach gap and force clinch exchanges
- Risk: Short-notice preparation limits
- Risk: Chin exposure on the wrestler who leads
Frequently Asked Questions
Who wins Jean-Paul Lebosnoyani vs Seokhyeon Ko?
Blueprint MMA's War Room Committee picks Jean-Paul Lebosnoyani with a 62% win probability.
What could change the outcome of Jean-Paul Lebosnoyani vs Seokhyeon Ko?
Short-notice preparation limits: Both fighters accepted this bout on ten days notice, truncating camp specificity. Either man's conditioning or weight management could falter, opening unexpected finish lanes late. Chin exposure on the wrestler who leads: Lebosnoyani has been stopped twice by KO/TKO, including his most recent loss in 2023. If Ko finds the chin first during a reckless entry, the structural reach advantage reverses.
How does Blueprint MMA make this prediction?
Blueprint MMA validates the fight data, builds a freshness-gated evidence pack, and runs it through a Kimi K2/LangGraph War Room Committee, one specialist agent per high-signal factor, 18 in all across 8 weighted categories, with the noise given zero weight. The weighted reads are reconciled, calibrated against settled outcomes, held to a sane 5-95% range, and logged before release; market data is displayed for comparison, not blended into the prediction. If the committee cannot return a valid read, the forecast is held. Methodology is documented at https://blueprintmma.com/manifesto and accuracy is tracked publicly at https://blueprintmma.com/track-record.
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