Combat Edge Intelligence

Harda Karim vs Leo Bonin

Side-by-side comparison: records, physical profile, Combat Edge Elo, win methods, tracked UFC stats, and common opponents.

Compare any two fighters →
Harda Karim
iq

Harda Karim

“Hi-Tech”

5-4-0LightweightSMMA

1531Average
Leo Bonin
ca

Leo Bonin

“The Lion”

5-2-0FeatherweightSMMA

1584Solid

Tale of the tape

5-4-0Record5-2-0
LightweightDivisionFeatherweight
5'6"Height5'10"
71.5"Reach69.7"
155 lbsWeight146 lbs
Frontline Muay ThaiTeamBlack Dragon Martial Arts & Fitness

What's at stake

Leo Bonin is the Elo favorite, so a win banks only +20 while a loss costs more — Harda Karim carries the upset premium, with more to gain and less to lose.

Harda KarimNow 1531
If they win+28→ 1559
If they lose-20→ 1511
Leo BoninNow 1584
If they win+20→ 1604
If they lose-28→ 1556

Projected for a decision result at current ratings. A finish (KO/TKO or submission) scales the swing up by roughly 20–25%.

Opponent quality

Average pre-fight Elo of each fighter's latest 10 counted pro MMA opponents. Higher means the recent schedule was stronger; later opponent results do not rewrite the score.

1517 · 9 fightsPre-fight Elo1508 · 7 fights

Tracked stat edges

TBD
Sig. strikes / min
TBD
TBD
Strike accuracy
TBD
TBD
Strikes absorbed / minLower is better
TBD
TBD
Strike defense
TBD
TBD
Takedown avg.
TBD
TBD
Takedown accuracy
TBD
TBD
Takedown defense
TBD
TBD
Submission avg.
TBD

Trajectory

Harda KarimLeo Bonin
1450150015501600202420252026

Win method breakdown

4 (80%)
KO/TKO
1 (20%)
0 (0%)
Submission
3 (60%)
1 (20%)
Decision
1 (20%)

Combat Edge model read

Leo Bonin74%
Harda Karim 26%Elo baseline: 58%

The Combat Edge model makes Leo Bonin a 74% favorite over Harda Karim in a hypothetical meeting — in line with the Elo baseline (58%).

Leo Bonin holds the higher Combat Edge Elo at 1584 to 1531, a 53-point edge.

Harda Karim enters on a 2-fight loss streak.

Leo Bonin enters on a 3-fight win streak.

Harda Karim finishes 80% of wins inside the distance, Leo Bonin 80%.

Harda Karim carries a 2-inch reach advantage.

Model estimate for a hypothetical bout, generated from Combat Edge Elo, form, and career stats. Not a betting recommendation.