Dana White's Contender Series: Season 10, Week 4 · Welterweight · 3 rounds
Patrick Rivera
43.4%
Adam Darby
56.6%
Model win probability · confidence 65%
No market posted yet.
Why the model leans this way
Adam Darby is the model side at 56.6% because the largest live edges sit where this fight is likely to be fought. hybrid meets hybrid. Fight IQ is the clearest separator: Darby 73 (B) vs Rivera 56 (C). Problem-solving and win-lane diversity sit with Darby (B vs C).
Fight IQ
DarbyDarby 73 (B) vs Rivera 56 (C). Problem-solving and win-lane diversity sit with Darby (B vs C).
Takedown reaction
DarbyDarby 69 (B) vs Rivera 55 (C). When the shot comes, Darby stuffs it at 85% — Rivera is at 85%.
Timing & reaction
DarbyDarby 59 (C) vs Rivera 58 (C). The reaction proxy — defense plus absorb plus knockdown timing — sits with Darby.
Punching agility
DarbyDarby 39 (D) vs Rivera 38 (D). Hand speed / output lean Darby (0.0 SLpM at 0%).
Path · Rivera
Rivera wins by forcing the fight into durability and denying Darby a long look at durability.
Path · Darby
Darby wins by forcing the fight into durability and denying Rivera a long look at durability.
A one-score fight on the model. Any three-minute pocket explosion or a stuck takedown against the grain wipes a lot of this number.
Style and location. The fight should spend most of its minutes at range. Darby is built as: Hybrid who can change levels. Rivera is built as: Hybrid who can change levels. Fight IQ delta is +17 toward Darby — that is composure, win-lane diversity, and whether they solve a second problem when the first look dies.
The edges that move the number. Fight IQ: Darby 73 (B) vs Rivera 56 (C). Problem-solving and win-lane diversity sit with Darby (B vs C). Takedown reaction: Darby 69 (B) vs Rivera 55 (C). When the shot comes, Darby stuffs it at 85% — Rivera is at 85%. Timing & reaction: Darby 59 (C) vs Rivera 58 (C). The reaction proxy — defense plus absorb plus knockdown timing — sits with Darby.
The finish path leans the mat (33% submission). Once a takedown sticks, the neck becomes the whole fight. A one-score fight on the model. Any three-minute pocket explosion or a stuck takedown against the grain wipes a lot of this number. These trait marks are derived from FightMetric rates, career method shares, and loaded bout rows — reaction time and agility are proxies, not stopwatch numbers. The model folds the same scores into win probability, so a hole on this card is a hole in the percentage.
Fight IQ, ground game, defense, counter punching, reaction, agility, and takedown reaction — scored from tape and folded into the win number above.
The fight should spend most of its minutes at range.
R1
22%
R2
15%
R3
18%
Dist
44%
Most likely: Distance. Expected 10.6 minutes.
hybrid meets hybrid.
Fight IQ
C 56 vs B 73 — composure, win-lane diversity, adjustments
Takedown reaction
85% vs 85% hips on the shot
Reach / length
73.0" vs 76.0"
Age-adjusted curve
34 vs 27
Timing & reaction
Defense + absorb + knockdown timing proxy
Punching agility
Output × accuracy × age curve
Ground game (tape)
19 vs 19
Durability
0 vs 0 KO losses
Recency form
Opp.-adjusted last 6/6 UFC rows
Striking differential
-3.76 vs -3.76 SLpM−SApM (recency / opp. adjusted)
Striking defense
70% vs 70%
Grappling composite
TD avg × acc × def + control + submission threat (adj.)
Damage ratio
0.14 vs 0.14 landed/absorbed
Strength of schedule
Opp. quality 48 vs 48
Output (SLpM)
0.60 vs 0.60
Striking efficiency
22% vs 22%
Takedown mismatch
TD def 88% vs 88%
Cardio proxy
Output sustainability + distance rate
Style interaction
hybrid meets hybrid.
Layoff / rust
Time since last fight
Championship / 5-round
Three-round fight
Pocket defense (tape)
C vs C
Counter punching
37 vs 37
Fighter 3032282
Submission (Rear Naked Choke) · R3 1:26
Fighter 4239070
Submission (Rear Naked Choke) · R2 0:30
Fighter 5157702
TKO (Strikes) · R1 0:42
Fighter 4888602
Decision - Unanimous · R3 5:00
Fighter 4021515
KO/TKO · R1 1:18
Fighter 5211351
KO/TKO · R1 2:15
Fighter 5399502
Submission (Ninja Choke) · R1 1:22
Fighter 5399501
KO/TKO · R3 3:41
Fighter 4011879
KO/TKO · R2 4:56
Fighter 5201323
Decision - Unanimous · R3 5:00
Fighter 5399500
Submission (Guillotine) · R1 2:06
Fighter 5399499
Submission (Triangle Choke) · R1 2:15
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