UFC - Ultimate Ultimate '96: Predictions & Analysis

Saturday, December 7, 1996·Birmingham, Alabama, USA

UFC - Ultimate Ultimate '96 lands on Saturday, December 7, 1996 in Birmingham, Alabama, USA with 10 bouts on the card. Below is our fight-by-fight breakdown, combining Elo ratings, rolling statistical trends, style matchup data, and betting market context into a pick for every bout.

Quick Picks

MatchupPickConfidenceProb
Don Frye vs David AbbottOpen WeightDon FryeStrong78%
David Abbott vs Steve NelmarkOpen WeightDavid AbbottConfident73%
Don Frye vs Mark HallOpen WeightDon FryeStrong90%
Ken Shamrock vs Brian JohnstonOpen WeightBrian JohnstonLean58%
Kimo Leopoldo vs Paul VarelansOpen WeightKimo LeopoldoLean56%
David Abbott vs Cal WorshamOpen WeightDavid AbbottStrong81%
Don Frye vs Gary GoodridgeOpen WeightDon FryeStrong84%
Tai Bowden vs Jack NilsonOpen WeightTai BowdenConfident74%
Steve Nelmark vs Marcus BossettOpen WeightSteve NelmarkStrong91%
Mark Hall vs Felix Lee MitchellOpen WeightMark HallStrong87%

Fight-by-Fight Breakdown

Don Frye vs David Abbott

Open Weight
78%
Don Frye
Frye
6-1
Elo 1404
Striker
VS
Abbott
8-9
Elo 777
Submission Artist

The Open Weight matchup features Don Frye (6-1) taking on David Abbott (8-9).

Frye is rated at 1404 — 627 points above Abbott's 777. Gaps this large usually mean one fighter has been consistently beating better opponents.

Stylistically this is Frye's striker game against Abbott's submission artist approach. Frye brings a versatile approach, while Abbott is most dangerous on the ground, constantly threatening chokes and joint locks. Historically these archetypes are dead-even when they collide.

A few statistical edges stand out. Frye throws significantly more leather — a 1.1 sig. strike per minute gap. Frye is far more active with takedowns, averaging 0.2 more per 15 minutes. Frye has tighter striking defense, making opponents miss more often.

**The Pick: Don Frye over David Abbott.** The model is firm on this one: Frye at 78%.

73%
David Abbott
Abbott
8-9
Elo 777
Submission Artist
VS
Nelmark
1-0
Elo 1005

The Open Weight matchup features David Abbott (8-9) taking on Steve Nelmark (1-0).

Nelmark is rated at 1005 — 228 points above Abbott's 777. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Nelmark throws significantly more leather — a 0.3 sig. strike per minute gap. Nelmark is far more active with takedowns, averaging 3.1 more per 15 minutes. Abbott has tighter striking defense, making opponents miss more often.

**The Pick: David Abbott over Steve Nelmark.** We're leaning Abbott here at 73%, a solid but not overwhelming edge.

Don Frye vs Mark Hall

Open Weight
90%
Don Frye
Frye
6-1
Elo 1404
Striker
VS
Hall
3-2
Elo 1051
Submission Artist

The Open Weight matchup features Don Frye (6-1) taking on Mark Hall (3-2).

Frye is rated at 1404 — 353 points above Hall's 1051. Gaps this large usually mean one fighter has been consistently beating better opponents.

Both fighters land in our "Submission Artist" archetype — ground specialists who hunt for finishes off their back or from top position. When mirror matchups like this happen, the edge usually goes to whoever can impose their preferred pace and range.

A few statistical edges stand out. Frye throws significantly more leather — a 2.0 sig. strike per minute gap. Frye is far more active with takedowns, averaging 1.2 more per 15 minutes. Frye has tighter striking defense, making opponents miss more often.

**The Pick: Don Frye over Mark Hall.** The model is firm on this one: Frye at 90%.

58%
Brian Johnston
Shamrock
6-4-2
Elo 1125
Submission Artist
VS
Johnston
2-3
Elo 915
Submission Artist

The Open Weight matchup features Ken Shamrock (6-4-2) taking on Brian Johnston (2-3).

Shamrock is rated at 1125 — 210 points above Johnston's 915. Gaps this large usually mean one fighter has been consistently beating better opponents.

Both fighters land in our "Submission Artist" archetype — ground specialists who hunt for finishes off their back or from top position. When mirror matchups like this happen, the edge usually goes to whoever can impose their preferred pace and range.

A few statistical edges stand out. Johnston throws significantly more leather — a 0.7 sig. strike per minute gap. Johnston is far more active with takedowns, averaging 1.9 more per 15 minutes. Shamrock has tighter striking defense, making opponents miss more often.

**The Pick: Brian Johnston over Ken Shamrock.** The model gives Johnston a slight nod at 58% — this could easily go either way.

56%
Kimo Leopoldo
Leopoldo
2-3
Elo 1039
Submission Artist
VS
Varelans
4-3
Elo 962
Submission Artist

The Open Weight matchup features Kimo Leopoldo (2-3) taking on Paul Varelans (4-3).

Leopoldo carries a modest Elo edge (1039 to 962), the kind of gap that reflects a slightly better run of form rather than a talent chasm.

Both fighters land in our "Submission Artist" archetype — ground specialists who hunt for finishes off their back or from top position. When mirror matchups like this happen, the edge usually goes to whoever can impose their preferred pace and range.

A few statistical edges stand out. Leopoldo throws significantly more leather — a 0.1 sig. strike per minute gap. Leopoldo is far more active with takedowns, averaging 0.5 more per 15 minutes. Leopoldo has tighter striking defense, making opponents miss more often.

**The Pick: Kimo Leopoldo over Paul Varelans.** The model gives Leopoldo a slight nod at 56% — this could easily go either way.

81%
David Abbott
Abbott
8-9
Elo 777
Submission Artist
VS
Worsham
1-1
Elo 959

The Open Weight matchup features David Abbott (8-9) taking on Cal Worsham (1-1).

Worsham is rated at 959 — 182 points above Abbott's 777. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Worsham throws significantly more leather — a 0.4 sig. strike per minute gap. Worsham is far more active with takedowns, averaging 0.3 more per 15 minutes. Worsham has tighter striking defense, making opponents miss more often.

**The Pick: David Abbott over Cal Worsham.** The model is firm on this one: Abbott at 81%.

Don Frye vs Gary Goodridge

Open Weight
84%
Don Frye
Frye
6-1
Elo 1404
Striker
VS
Goodridge
3-4
Elo 1190
Striker

The Open Weight matchup features Don Frye (6-1) taking on Gary Goodridge (3-4).

Frye is rated at 1404 — 213 points above Goodridge's 1190. Gaps this large usually mean one fighter has been consistently beating better opponents.

The style clash matters here: Frye is most dangerous on the ground, constantly threatening chokes and joint locks, while Goodridge is patient on the feet, timing counters and loading up when he sees openings. In our database, knockout artists own a 54% win rate against submission artists, giving Goodridge the stylistic edge.

A few statistical edges stand out. Frye throws significantly more leather — a 0.8 sig. strike per minute gap. Goodridge is far more active with takedowns, averaging 0.1 more per 15 minutes. Goodridge has tighter striking defense, making opponents miss more often.

**The Pick: Don Frye over Gary Goodridge.** The model is firm on this one: Frye at 84%.

Tai Bowden vs Jack Nilson

Open Weight
74%
Tai Bowden
Bowden
0-1
Elo 1045
VS
Nilson
0-1
Elo 1014

The Open Weight matchup features Tai Bowden (0-1) taking on Jack Nilson (0-1).

Bowden carries a modest Elo edge (1045 to 1014), the kind of gap that reflects a slightly better run of form rather than a talent chasm.

A few statistical edges stand out. Bowden throws significantly more leather — a 0.5 sig. strike per minute gap. Nilson is far more active with takedowns, averaging 0.0 more per 15 minutes. Nilson has tighter striking defense, making opponents miss more often.

**The Pick: Tai Bowden over Jack Nilson.** We're leaning Bowden here at 74%, a solid but not overwhelming edge.

91%
Steve Nelmark
Nelmark
1-0
Elo 1005
VS
Bossett
1-1
Elo 925

The Open Weight matchup features Steve Nelmark (1-0) taking on Marcus Bossett (1-1).

Nelmark carries a modest Elo edge (1005 to 925), the kind of gap that reflects a slightly better run of form rather than a talent chasm.

A few statistical edges stand out. Nelmark throws significantly more leather — a 1.6 sig. strike per minute gap. Nelmark is far more active with takedowns, averaging 3.5 more per 15 minutes. Bossett has tighter striking defense, making opponents miss more often.

**The Pick: Steve Nelmark over Marcus Bossett.** The model is firm on this one: Nelmark at 91%.

87%
Mark Hall
Hall
3-2
Elo 1051
Submission Artist
VS
Mitchell
0-2
Elo 786

The Open Weight matchup features Mark Hall (3-2) taking on Felix Lee Mitchell (0-2).

Hall is rated at 1051 — 265 points above Mitchell's 786. Gaps this large usually mean one fighter has been consistently beating better opponents.

A few statistical edges stand out. Hall throws significantly more leather — a 0.1 sig. strike per minute gap. Mitchell is far more active with takedowns, averaging 0.0 more per 15 minutes. Hall has tighter striking defense, making opponents miss more often.

**The Pick: Mark Hall over Felix Lee Mitchell.** The model is firm on this one: Hall at 87%.

Methodology

Predictions are generated by our ensemble model combining LightGBM (65%) and CatBoost (35%), trained on every UFC fight since 1994. The model uses 23 features including Elo ratings, rolling 5-fight statistical averages, style matchup history, physical attributes, and market odds when available.

On our held-out test set (402 fights from January-September 2023), the model achieves 63.4% accuracy with a log-loss of 0.626. High-confidence picks (>75% probability) hit at 82.7%. For full model transparency, visit our Model page.