Tale of the tape · factor breakdown
Things to consider
Connor Tierney has a 4" reach advantage — extra distance to land clean jabs and stay outside the pocket unless Rico Franco can force infighting.
Connor Tierney has a 4" reach advantage — extra distance to land clean jabs and stay outside the pocket unless Rico Franco can force infighting.
Ryan Barrett is making their BKFC debut. The gap from gloved boxing/MMA to bare knuckle is real — cuts, hand swelling, and 2-minute rounds all favor John Phillips's experience.
Brian Hyslop is making their BKFC debut. The gap from gloved boxing/MMA to bare knuckle is real — cuts, hand swelling, and 2-minute rounds all favor Jonno Chipchase's experience.
4-year age gap favors the younger fighter. Watch for cardio and hand durability in the later rounds.
Jonno Chipchase has a 8" reach advantage — extra distance to land clean jabs and stay outside the pocket unless Brian Hyslop can force infighting.
Both fighters making their BKFC debut. No bare knuckle data to lean on — style matchup, MMA background, and camp reports matter more than records here.
Both fighters making their BKFC debut. No bare knuckle data to lean on — style matchup, MMA background, and camp reports matter more than records here.
Leigh Cohoon is 12 years older. In bare knuckle, hand durability and cut vulnerability decline fast past 35 — this is a meaningful physical gap.
George Thorpe has a 5" reach advantage — extra distance to land clean jabs and stay outside the pocket unless Leigh Cohoon can force infighting.
Both fighters making their BKFC debut. No bare knuckle data to lean on — style matchup, MMA background, and camp reports matter more than records here.
Both fighters making their BKFC debut. No bare knuckle data to lean on — style matchup, MMA background, and camp reports matter more than records here.
Will Smith is 6 years older. In bare knuckle, hand durability and cut vulnerability decline fast past 35 — this is a meaningful physical gap.
The PropsBot model is a transparent factor-based scoring system — not a black box. For every bout we score the two fighters on ten+ dimensions, combine via weighted sum, and convert to a probability via a logistic function. That model probability is then compared to the de-vigged moneyline from the market to flag potential value.
Per-factor accuracy from our point-in-time backtest (skipped where data is thin):
Each factor's edge strength is its own sub-score — a 1" reach gap barely moves the needle; a 6" gap is meaningful. Missing data drops a factor's weight to zero rather than guessing.