Estimated outcome probability. A likely winner can still be overpriced.
← Decision briefsMMA · Oct 31, 2:00 PM PDT YOUR RESEARCH TASK FORECASTJoseph Kropschot RELIABILITY4/4 model reports MARKET VALUENot established
Nick Klein vs Joseph Kropschot
65.6%Joseph Kropschot
NOT LOCKEDAll four probabilities, converted to the same fighter, average 65.63% for Joseph Kropschot. 4/4 models select this fighter.
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18 reported evidence limits. Agreement alone does not establish accuracy.
A probability difference alone does not account for forecast error, fees, spread, or available liquidity.
Why the models lean this way
These are reasons recorded by the models. They are not independently verified facts or measured causes of a probability change.
- Gemini: Kropschot's high striking volume (7.93 SLpM) and accuracy (61%)
- Claude: Kropschot unbeaten with 5 straight wins, 4 by rear-naked choke; most recent a 3-round DWCS decision (cardio shown)
- Grok: Kropschot superior striking volume, accuracy and defense
- GPT: Kropschot is unbeaten at 5-0 with recent wins across LFA and Contender Series, including submissions and a decision.
Read all four model reports
Gemini · Joseph Kropschot · 72.5%
Joseph Kropschot enters this matchup with significant momentum, boasting an undefeated recent record and a highly impressive striking volume of 7.93 significant strikes landed per minute. In contrast, Nick Klein is on a two-fight losing streak, having suffered back-to-back TKO losses, which highlights potential vulnerabilities in his striking defense (currently at 40%). Klein's negative striking differential and low takedown accuracy (6%) suggest he will struggle to dictate the pace against Kropschot's high-output offense. The bout was added approximately 15 days before the event, introducing some short-notice variance, but Kropschot's statistical advantages and recent form make him the clear favorite.
google/gemini-3.1-pro-preview · Oct 16, 5:07 PM PDTClaude · Joseph Kropschot · 66.0%
Kropschot arrives on a five-fight win streak with a DWCS decision win and four rear-naked-choke finishes, and his limited UFC-level statistical sample shows far better volume (7.93 landed/min, 61% accuracy) and defense (63%) than Klein. Klein has lost his last two UFC bouts by second-round TKO (body kick/punches, knee/punches), and his profile shows poor striking defense (40%), higher absorption, and an alarming 6% takedown accuracy despite a high attempt rate — meaning his primary path (get it to the mat and hunt the RNC) is unreliable against a taller opponent who is himself a submission threat. Klein's 67% takedown defense and five career finishes give him live finishing paths, and Kropschot's small-sample stats plus untested chin keep this from being lopsided.
anthropic/claude-opus-5 · Oct 16, 5:07 PM PDTGrok · Joseph Kropschot · 57.0%
Kropschot posts markedly superior striking volume (7.93 vs 2.51) and accuracy (61% vs 57%) with better defense (63% vs 40%), plus higher submission rate (3.00 vs 1.93). Both fighters are same age and size with recent DWCS wins; Klein's two UFC losses by TKO and limited takedown accuracy (6%) offset his experience edge. Bout addition 15 days prior adds minor uncertainty but no other verified late factors.
xai/grok-4.3 · Oct 16, 5:07 PM PDTGPT · Joseph Kropschot · 67.0%
Kropschot has the stronger pre-event profile on the supplied evidence. He enters 5-0 with four finishes and a recent Contender Series win, while Klein is 6-3 and has lost his last two UFC-level appearances by second-round TKO. The statistical sample is small for both, but Kropschot’s profile shows better striking output and defense, and his recent results are cleaner. Klein’s clearest path is grappling and submissions, but his listed takedown accuracy is only 6%, which makes it harder to trust that path against an opponent with momentum and less accumulated damage in recent fights. The verified late-context note says this bout was added about 15 days before the event, which raises uncertainty for both sides and pulls the forecast away from a higher confidence number, but it does not reverse the lean toward Kropschot.
openai/gpt-5.4 · Oct 16, 5:07 PM PDTWhat remains uncertain
- Kropschot's statistical profile is based on a very small sample size (likely just his DWCS appearance)
- The short-notice nature of the bout addition (~15 days) introduces preparation and conditioning variance
- Klein's high takedown attempt rate could pose a threat if his accuracy improves
- No licensed pre-event odds connected
- Kropschot's UFC-level stats derive from a single tracked fight — very small sample
- No reach or stance data for either fighter
- Klein's recent-fight list predates late 2025; possible unlisted activity
- No verified camp, weight-cut, injury, or layoff detail beyond the single bout_added observation
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Record hash
a04b4c15b4ed93b73b8f197acf480a32b6571ddc8dd3501216f7f4dd39becace
Reasons are shown as they were recorded. The ledger does not establish that a specific fact caused a probability change.
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