Victory Analytics and Research
@xvictoryarx.bsky.social
Proprietary ML simulations for franchises, media & sportsbooks | NFL · NBA · CBB · UFC | Victory, Predicted. https://www.victory-ar.com
A 24-point gap between model and market. Our projection has Otari Tanzilovi at 60.0% win probability while consensus implies just 35.9%. That's the kind of divergence our research is built to find. #UFC #MMA #FightNight #SportsAnalytics
UFC Fight Night: Allen vs Duncan: Model Analysis
Model projection across all 11 fights, with Otari Tanzilovi (60.0%) flagged as the largest divergence from public consensus (35.9% implied).
victory-ar.com
October 6, 2026 at 9:05 PM
A 24-point gap between model and market. Our projection has Otari Tanzilovi at 60.0% win probability while consensus implies just 35.9%. That's the kind of divergence our research is built to find. #UFC #MMA #FightNight #SportsAnalytics
A 71.8% projection isn't a guarantee — it's a probability. King Green's loss to Ribovics at UFC 332 is exactly the kind of result that stress-tests model calibration. Full grading in the recap. #UFC #MMA #UFC332
UFC 332 recap: Silva vs. Wang
Reading our own card. The model had King Green at 71.8%; Esteban Ribovics won. Per-pick grade live.
victory-ar.com
October 4, 2026 at 8:00 PM
A 71.8% projection isn't a guarantee — it's a probability. King Green's loss to Ribovics at UFC 332 is exactly the kind of result that stress-tests model calibration. Full grading in the recap. #UFC #MMA #UFC332
A 43-point gap between model projection and public consensus doesn't happen by accident. King Green at 76.7% projected vs. 33.7% implied is the sharpest divergence on the UFC 332 card. #UFC #MMA #SportsAnalytics
UFC 332: Silva vs Wang: Model Analysis
Model projection across all 14 fights, with King Green (76.7%) flagged as the largest divergence from public consensus (33.7% implied).
victory-ar.com
September 30, 2026 at 1:57 PM
A 43-point gap between model projection and public consensus doesn't happen by accident. King Green at 76.7% projected vs. 33.7% implied is the sharpest divergence on the UFC 332 card. #UFC #MMA #SportsAnalytics
72.9% isn't a guarantee, it's a probability. Our Castaneda projection is the clearest reminder from this card of why we publish every grade, not just the ones that land. #UFC #MMA #SportsAnalytics #DataScience
UFC Fight Night recap: Rosas Jr. vs. Barcelos
Reading our own card. The model had John Castaneda at 72.9%; Alatengheili won. Per-pick grade live.
victory-ar.com
September 27, 2026 at 8:00 PM
72.9% isn't a guarantee, it's a probability. Our Castaneda projection is the clearest reminder from this card of why we publish every grade, not just the ones that land. #UFC #MMA #SportsAnalytics #DataScience
A 25-point gap between model and market. VAR's projection has Raoni Barcelos materially underrated relative to public consensus heading into fight night. #UFC #MMA #FightNight #SportsAnalytics
UFC Fight Night: Rosas Jr. vs Barcelos: Model Analysis
Model projection across all 10 fights, with Raoni Barcelos (65.6%) flagged as the largest divergence from public consensus (40.4% implied).
victory-ar.com
September 22, 2026 at 9:05 PM
A 25-point gap between model and market. VAR's projection has Raoni Barcelos materially underrated relative to public consensus heading into fight night. #UFC #MMA #FightNight #SportsAnalytics
71.4% win probability isn't a guarantee, it's a distribution. Jourdain vs. Vera at UFC 331 is exactly the kind of result that sharpens a model, not one we bury. #UFC #MMA #SportsAnalytics
UFC 331 recap: Van vs. Pantoja 2
Reading our own card. The model had Charles Jourdain at 71.4%; Marlon Vera won. Per-pick grade live.
victory-ar.com
September 20, 2026 at 8:00 PM
71.4% win probability isn't a guarantee, it's a distribution. Jourdain vs. Vera at UFC 331 is exactly the kind of result that sharpens a model, not one we bury. #UFC #MMA #SportsAnalytics
A four-month gap in our fight data just got fixed — and the retrained model graded as a statistical tie against our forward record. Sometimes the biggest analytics story is confirming what you already had right. #UFC #MMA #SportsAnalytics
Van vs Pantoja 2: Model Analysis
A four-month gap in our per-round fight stats is fixed: 177 fights backfilled, the winner model retrained, and three of twelve UFC 331 picks flipped — Chikadze over Brito, Moura over O'Neill, Yoo over Aswell. The retrain graded as a tie on our forward record: a data repair, not a
victory-ar.com
September 17, 2026 at 1:07 PM
A four-month gap in our fight data just got fixed — and the retrained model graded as a statistical tie against our forward record. Sometimes the biggest analytics story is confirming what you already had right. #UFC #MMA #SportsAnalytics
A 42.3% projected win probability against a 4.8% implied consensus is not a rounding error — it's a signal. Sean Sharaf is the biggest divergence on the Van vs Pantoja 2 card. #UFC #MMA #FightAnalytics
Van vs Pantoja 2: Model Analysis
Model projection across all 12 fights, with Sean Sharaf (42.3%) flagged as the largest divergence from public consensus (4.8% implied).
victory-ar.com
September 15, 2026 at 10:05 PM
A 42.3% projected win probability against a 4.8% implied consensus is not a rounding error — it's a signal. Sean Sharaf is the biggest divergence on the Van vs Pantoja 2 card. #UFC #MMA #FightAnalytics
A 64.5% projection means the model expects to be wrong sometimes. Chairez-Elliott was one of those times. We grade every card, not just the ones that confirm the model. Full breakdown is up. #UFC #MMA #FightAnalytics
Noche UFC recap: Silva vs. Delgado
Reading our own card. The model had Edgar Chairez at 64.5%; Tim Elliott won. Per-pick grade live.
victory-ar.com
September 15, 2026 at 2:00 AM
A 64.5% projection means the model expects to be wrong sometimes. Chairez-Elliott was one of those times. We grade every card, not just the ones that confirm the model. Full breakdown is up. #UFC #MMA #FightAnalytics
A 30-point gap between model and market on one fighter isn't noise, it's a signal. Delgado's projected win probability nearly triples what public consensus implies. #UFC #MMA #FightNight #SportsAnalytics
UFC Fight Night: Silva vs Delgado: Model Analysis
Model projection across all 13 fights, with Jose Miguel Delgado (48.9%) flagged as the largest divergence from public consensus (18.9% implied).
victory-ar.com
September 8, 2026 at 6:05 PM
A 30-point gap between model and market on one fighter isn't noise, it's a signal. Delgado's projected win probability nearly triples what public consensus implies. #UFC #MMA #FightNight #SportsAnalytics
A 35-point gap between model projection and market consensus doesn't happen often. Dan Hooker is the clearest case of a materially underrated fighter on this card. #UFC #MMA #FightNight #SportsAnalytics
UFC Fight Night: Hooker vs Parnasse: Model Analysis
Model projection across all 13 fights, with Dan Hooker (49.4%) flagged as the largest divergence from public consensus (14.1% implied).
victory-ar.com
September 1, 2026 at 4:05 PM
A 35-point gap between model projection and market consensus doesn't happen often. Dan Hooker is the clearest case of a materially underrated fighter on this card. #UFC #MMA #FightNight #SportsAnalytics
A 49-point gap between model projection and public consensus doesn't happen often. Our analysis flags Terrance Chatman as materially underrated heading into Fight Night. #UFC #MMA #FightNight #SportsAnalytics
UFC Fight Night: Hernandez vs Rodrigues: Model Analysis
Model projection across all 13 fights, with Terrance Chatman (62.0%) flagged as the largest divergence from public consensus (13.1% implied).
victory-ar.com
August 18, 2026 at 9:05 PM
A 49-point gap between model projection and public consensus doesn't happen often. Our analysis flags Terrance Chatman as materially underrated heading into Fight Night. #UFC #MMA #FightNight #SportsAnalytics
A 24-point gap between model and market. Gillian Robertson's projected win probability (59.1%) dwarfs the 35.1% public consensus implies. The model sees something the crowd is missing. #UFC #UFC330 #MMA
UFC 330: Makhachev vs Machado Garry: Model Analysis
Model projection across all 10 fights, with Gillian Robertson (59.1%) flagged as the largest divergence from public consensus (35.1% implied).
victory-ar.com
August 12, 2026 at 10:03 PM
A 24-point gap between model and market. Gillian Robertson's projected win probability (59.1%) dwarfs the 35.1% public consensus implies. The model sees something the crowd is missing. #UFC #UFC330 #MMA
A 61.2% win probability isn't a guarantee, it's a probability. Bonfim was projected the favorite; Sola won. That's the fight our model got wrong, and we're showing our work. #UFC #MMA #SportsAnalytics
UFC Fight Night recap: Ankalaev vs. Guskov
Reading our own card. The model had Ismael Bonfim at 61.2%; Axel Sola won. Per-pick grade live.
victory-ar.com
July 26, 2026 at 8:00 PM
A 61.2% win probability isn't a guarantee, it's a probability. Bonfim was projected the favorite; Sola won. That's the fight our model got wrong, and we're showing our work. #UFC #MMA #SportsAnalytics
A 34-point gap between model projection and public consensus doesn't happen often. Cody Gibson: 56.1% per VAR's model, 22.1% implied by consensus. The market may be materially underrating him. #UFC #MMA #FightNight
UFC Fight Night: Ankalaev vs Guskov: Model Analysis
Model projection across all 11 fights, with Cody Gibson (56.1%) flagged as the largest divergence from public consensus (22.1% implied).
victory-ar.com
July 21, 2026 at 1:05 PM
A 34-point gap between model projection and public consensus doesn't happen often. Cody Gibson: 56.1% per VAR's model, 22.1% implied by consensus. The market may be materially underrating him. #UFC #MMA #FightNight
A 64.7% projection isn't a guarantee — it's a probability, and probabilities lose sometimes. That's what happened with Franco over Rodrigues Jr. Full card grading, no cherry-picking. #UFC #MMA #NFLanalytics
UFC Fight Night recap: Du Plessis vs. Usman
Reading our own card. The model had Levi Rodrigues Jr. at 64.7%; Felipe Franco won. Per-pick grade live.
victory-ar.com
July 19, 2026 at 8:00 PM
A 64.7% projection isn't a guarantee — it's a probability, and probabilities lose sometimes. That's what happened with Franco over Rodrigues Jr. Full card grading, no cherry-picking. #UFC #MMA #NFLanalytics
A 35-point gap between model projection and public consensus doesn't happen often. Our model sees Anna Melisano's win probability at 57.5% against a 22.1% implied read. That's the kind of divergence worth studying. #UFC #MMA #FightAnalytics
UFC Fight Night: Du Plessis vs Usman: Model Analysis
Model projection across all 11 fights, with Anna Melisano (57.5%) flagged as the largest divergence from public consensus (22.1% implied).
victory-ar.com
July 14, 2026 at 9:05 PM
A 35-point gap between model projection and public consensus doesn't happen often. Our model sees Anna Melisano's win probability at 57.5% against a 22.1% implied read. That's the kind of divergence worth studying. #UFC #MMA #FightAnalytics
A 71.5% projection doesn't guarantee an outcome, it describes a distribution. Saint Denis-Pimblett is a case study in why per-pick grading matters more than highlight-reel wins. #UFC #MMA #SportsAnalytics
UFC 329 recap: McGregor vs. Holloway 2
Reading our own card. The model had Benoit Saint Denis at 71.5%; Paddy Pimblett won. Per-pick grade live.
victory-ar.com
July 14, 2026 at 4:45 PM
A 71.5% projection doesn't guarantee an outcome, it describes a distribution. Saint Denis-Pimblett is a case study in why per-pick grading matters more than highlight-reel wins. #UFC #MMA #SportsAnalytics
When our UFC model diverges 22 points from consensus, the data is telling us something the market missed. Chandler at 34.2% projected vs 12.2% implied represents the card's largest analytical opportunity. #UFC #MMA #DataScience
UFC Freedom 250: Model Analysis
Model projection across all 7 fights, with Michael Chandler (34.2%) flagged as the largest divergence from public consensus (12.2% implied).
victory-ar.com
June 11, 2026 at 2:05 PM
When our UFC model diverges 22 points from consensus, the data is telling us something the market missed. Chandler at 34.2% projected vs 12.2% implied represents the card's largest analytical opportunity. #UFC #MMA #DataScience
"Franchise analytics directors had been quietly pricing vendor concentration risk for years. The PFF acquisition just crystallized what they already knew." #NFLanalytics #vendorstrategy
The Vendor Resilience Thesis: Why PFF-Teamworks Changed Every Franchise's Procurement Calculus
The PFF acquisition by Teamworks crystallized a risk franchise analytics directors had been quietly pricing for years. The resulting shift to multi-vendor stacks is the correct response.
victory-ar.com
June 10, 2026 at 4:58 PM
"Franchise analytics directors had been quietly pricing vendor concentration risk for years. The PFF acquisition just crystallized what they already knew." #NFLanalytics #vendorstrategy
The model's biggest miss: 64.6% projection for Leavitt, but Brito delivered the upset. These divergences are where MMA analytics gets most interesting - and most challenging. #UFC #MMAanalytics #SportsAnalytics
UFC Fight Night recap: Muhammad vs. Bonfim
Reading our own card. The model had Jordan Leavitt at 64.6%; Joanderson Brito won. Per-pick grade live.
victory-ar.com
June 7, 2026 at 5:08 PM
The model's biggest miss: 64.6% projection for Leavitt, but Brito delivered the upset. These divergences are where MMA analytics gets most interesting - and most challenging. #UFC #MMAanalytics #SportsAnalytics
25+ percentage point gap between our model and consensus on Duben fight highlights how statistical analysis can diverge from conventional MMA wisdom. Data tells a different story. #UFC #MMAanalytics #SportsAnalytics
UFC Fight Night: Muhammad vs Bonfim: Model Analysis
Model projection across all 10 fights, with Yuneisy Duben (45.4%) flagged as the largest divergence from public consensus (19.8% implied).
victory-ar.com
June 2, 2026 at 9:05 PM
25+ percentage point gap between our model and consensus on Duben fight highlights how statistical analysis can diverge from conventional MMA wisdom. Data tells a different story. #UFC #MMAanalytics #SportsAnalytics
The model saw Lookboonmee as a strong favorite at 67.2% projected win probability. Amorim had other plans. These misses teach us as much as the hits in MMA analytics. #UFC #MMAanalytics
UFC Fight Night recap: Song vs. Figueiredo
Reading our own card. The model had Loma Lookboonmee at 67.2%; Jaqueline Amorim won. Per-pick grade live.
victory-ar.com
May 31, 2026 at 8:00 PM
The model saw Lookboonmee as a strong favorite at 67.2% projected win probability. Amorim had other plans. These misses teach us as much as the hits in MMA analytics. #UFC #MMAanalytics
When our model sees 62.6% win probability but consensus implies 30.6%, that's the kind of analytical divergence that makes combat sports prediction fascinating. #UFC #MMA #Research
UFC Fight Night: Song vs Figueiredo: Model Analysis
Model projection across all 10 fights, with Cameron Smotherman (62.6%) flagged as the largest divergence from public consensus (30.6% implied).
victory-ar.com
May 26, 2026 at 8:05 AM
When our model sees 62.6% win probability but consensus implies 30.6%, that's the kind of analytical divergence that makes combat sports prediction fascinating. #UFC #MMA #Research
Reading our own card: Not every model projection hits, but that's where the learning happens. Transparency in analytical performance drives better research outcomes. #UFC #MMA #SportsAnalytics
UFC Fight Night recap: Allen vs. Costa
Reading our own card. The model had Andre Petroski at 61.6%; Cody Brundage won. Per-pick grade live.
victory-ar.com
May 18, 2026 at 1:28 PM
Reading our own card: Not every model projection hits, but that's where the learning happens. Transparency in analytical performance drives better research outcomes. #UFC #MMA #SportsAnalytics