Compress 20–40 hours of film study into a coaching-grade scouting report.
Every claim evidenced, every technique scored against this specific opponent.
Red Corner
19–4 (1 NC)OrthodoxLightweightApex Combat Club
VS
Blue Corner
16–5SouthpawLightweightLobo MMA
⚠ Prototype — fighters, records and all statistics are fictional and illustrative only
Recent ReportsTeam Library
Kane vs VargasLIGHTWEIGHT · UPDATED 2H AGO
CONF 7.9
Boon vs OkoroWELTERWEIGHT · 3 DAYS AGO
CONF 8.4
Watanabe vs DonnellyFEATHERWEIGHT · 6 DAYS AGO
CONF 6.8
Lupescu vs AquinoLIGHTWEIGHT · 9 DAYS AGO
CONF 7.2
How A Report Is Built
1
Structured Data Pull
Every recorded pro bout — strikes, takedowns, control time, methods — across all promotions.
2
Style Interaction Model
Each fighter's tendencies cross-referenced against the specific opponent's recorded profile.
3
Sequence Intelligence Pass
Combination patterns, strike→takedown setups, chain transitions — the layer no public stats tool offers.
4
Tactical Explanation Engine
Multiple paths to victory, staged exploitation plans, prep priorities — each with evidenced precedent.
Southpaw5'11" · 72" reach28 yoClinch Grappler12-fight pro tenure
01
Probabilistic Outcome
Result likelihoods from the predictive model — recency-weighted, calibrated against market odds.
The numbers orient the camp; the tactical report explains them.
Kane finishVargas finish*3-round bout — R4/R5 shown for context only
Confidence Breakdown — Why 7.9?
7.9
Confidence / 10
High Confidence
Data Completeness79%
Both fighters have full round-level UFC-tier coverage. Capped by 2 of Vargas's early regional bouts (records only, no round splits).
Recency Weight0.86
Both fighters active in last 12 months. Kane's last bout was 4 mo ago, Vargas's was 7 mo ago. Recency multiplier strong.
Comparable Opponent Samplen = 47
47 historical bouts between similar style archetypes (pressure striker vs clinch grappler) in last 6 years. Adequate but not exhaustive.
Model Calibration vs Market−2.3% Brier
Model agrees within 4 percentage points of consensus market line (Kane −165 implied 62%). No major divergence flag.
Style Match CoverageStrong
Kane has fought 4 prior clinch grapplers (3-1 record). Vargas has fought 6 prior orthodox pressure strikers (4-2). Direct precedent available.
Technique-Level Tag DensityPartial
14 of Kane's last 19 bouts analyst-tagged for sequence data. Vargas: 9 of 12 recent. Combo intelligence reliable but not complete.
ⓘ Floors below 6.5 trigger a "low confidence" flag on the report header. Anything below 5.0 requires manual analyst review before release.
02
Strengths & Weaknesses — This Matchup
Every technique scored against this opponent's recorded profile.
Frequency, accuracy, success rate, and the delta vs Vargas/Kane's average opponent —
plus a comparable precedent so you can verify it.
Concedes underhooks early — 54% conceded clinch entries
Most exposed in last 4 bouts vs grapplers
Kane Strength
Rear-hand counter on level change (81% success rate)
9/13 career KOs land off this exact counter
⚔
Kane Edge
Vargas Weakness
Head exposed mid-shot — 4 of 5 losses by counter KO
Most recent: vs Boon, cross counter on double-leg
Vargas Strength
R3 cardio retention (+8% output rise) & sub peak
4-1 in R3 across last 5; 6 RNC subs career
⚔
Vargas Edge
Kane Weakness
R3 volume drop (−27%) & bottom-position composure
L 4 of last 4 in fights extended past R2
Kane Strength
Lead jab at range (6.1 /min, 42% acc)
+1.4 /min vs Vargas's avg opponent
⚔
Kane Edge
Vargas Weakness
Low output at open distance (2.4 sig/min, 29% acc)
Never out-struck a high-volume jabber in 4 attempts
Kane Strength
Single-leg defense off cage (81% TDD)
19/23 single-legs stuffed career
⚔
Roughly Even
Vargas Strength
Single-leg chains to body lock when stuffed
2nd-phase TD success: 58% after failed single-leg
Kane Strength
Low-kick volume vs southpaws (5.4 /rd, 79% acc)
vs Donnelly: 31 low kicks, 26 landed
⚔
Kane Edge
Vargas Weakness
Lead-leg integrity vs accumulated calf damage
No prior bout absorbing 25+ low kicks; untested
03
Tactical Report — Paths to Victory
Three paths per fighter: primary (highest model-weighted), alternate (secondary), fallback
(if the primary fails). Each path is an ordered action sequence with the historical bout that
validates it. The coach decides which to drill first.
RED
Kane — Paths to Victory
Path A · Primary
Out-strike at range, finish on the counter
Model weight: 62% of Kane win scenarios
Lead with the jab from outside-foot positionDeny Vargas's preferred clinch range. Establish 6+ jabs/min through R1.
Mix low kick to lead leg every 3rd exchangeCompound calf damage; force Vargas to favor lead leg, killing his level change.
Punish reactive level change with the crossVargas drops head on shots — 9/13 Kane KOs land this exact way.
Reset to center after every fence touchNever settle in a clinch exchange. Frame, pummel out, escape angle.
Bank rounds 1–2 decisively, manage R3Insulate against the R3 fade — accept a slow R3 if up 2-0.
Validating precedent: Kane vs Aquino (Apex 38) — countered double-leg KO R1 2:58Method outcome: KO/TKO R1–R2 likely
Path B · Alternate
Wrestle-stuffing decision through R3
Model weight: 27% of Kane win scenarios
Stuff every entry, no counter-attemptDon't chase the KO — frame and disengage. Bank points cleanly.
Use the cage as a wall, not a stopWalk Vargas backward into open space; refuse the clinch exchange entirely.
Mid-range strike volume, no overcommit3–4 strike combinations max — no looping shots Vargas can time.
Manage R3 by stalling exchangesIf up on cards, reset distance, force Vargas to chase. Don't gas.
Validating precedent: Kane vs Donnelly (Regional) — DEC 30–27 vs southpaw pressure fighterMethod outcome: Decision 29–28 / 30–27
Path C · Fallback
If taken down: scramble to standing
Model weight: 11% · activated if dragged to ground
From bottom: hip out, frame, no half-guard concessionVargas's RNC threat starts from half-guard back-take. Deny that position.
Wall-walk only — no sit-out attemptsSit-out exposes back; Vargas finishes 6/9 subs via RNC.
Re-pummel for double underhooks, then break to centerUnderhook + level change exit; do not stay on the fence.
Inverse precedent: Kane vs Okoro (Apex 35) — what NOT to do; submitted R3 3:20 from this exact positionGoal: survive position, return to range
BLUE
Vargas — Paths to Victory
Path A · Primary
Drag to deep water, finish in R3
Model weight: 58% of Vargas win scenarios
Accept distance damage to reach clinchEat 2–3 jabs to get inside — Kane's KO threat is on the counter, not the jab.
Single-leg → body lock chain on every entryIf single-leg stalls, chain to body lock immediately. Don't reset.
Walk to fence, build control timeDrain Kane's gas tank in R1–R2. Goal: 3+ min control per round.
Top game in R2, hunt back takeFrom half-guard, threaten back. Kane's submission losses come from this exact path.
RNC in R3 once Kane fadesSub peak in R3 — Vargas is 4-1 in third rounds.
Validating precedent: Vargas vs Watanabe (Lobo 12) — RNC R3 1:52 vs orthodox volume strikerMethod outcome: SUB R3 (RNC most likely)
Path B · Alternate
Control-time decision through round-stealing
Model weight: 29% of Vargas win scenarios
Failed sub? Reset control, don't disengageIf RNC doesn't finish, ride out the round on top — point retention.
Use ground-and-pound to discourage scramblesPosture damage forces Kane to defend rather than escape.
Take the late takedown in close roundsScore TD in final minute of any round you're behind on.
Validating precedent: Vargas vs Donnelly (Lobo 11) — DEC 29–28 via control-time stealMethod outcome: Decision 29–28
Path C · Fallback
If stuck at range: chip-block-chip
Model weight: 13% · activated if takedowns stall
Drop level threat without committingForce Kane to react to phantom entries; build his counter-anxiety.
Body kicks from southpaw stanceTrade calf damage for body damage; slow Kane's pressure pace.
Wait for Kane's R3 fade, then commitSurvive 2 rounds; the fight comes to you in R3 — model gives Vargas R3 finish at 18%.
Validating precedent: Vargas vs Aquino (Lobo 8) — DEC 30–27, won by surviving and exploiting fadeMethod outcome: Decision / late sub
◎
Exploitation Plan — How Vargas Attacks Kane's Gaps
Staged plan showing the order Vargas's camp will execute against Kane's vulnerabilities.
This is the "how he attacks us" map — drill the counters in reverse stage order.
Stage 1
Round 1 — Opening 2 min
Critical
Test Kane's distance management
Vargas will feint level changes early without committing — gauging Kane's counter timing
and conditioning his rear hand to fire on phantom shots. Expect 3–4 feints before the first real entry.
▸ Gap targeted: Kane's habit of countering aggressively on every level change
Stage 2
Round 1 — Final 3 min · Round 2
Critical
Commit to clinch entries, accept the trade
Once Kane's counter rhythm is established, Vargas will eat 1–2 strikes to close distance,
chain single-leg into body lock, and walk Kane to the fence. Goal: 2:30+ control time in R2.
Bank a takedown in the last 60 seconds of R2 to steal the round and start R3 with momentum
+ Kane's gas tank already compromised. Expect minimal sub commitment here — point retention only.
▸ Gap targeted: Kane's R2-late stamina dip & TDD fatigue
Stage 4
Round 3 — Opening & mid-round
Critical
Take down early, hunt half-guard back-take
R3 is Vargas's window — model shows his finish rate peaks here. Once on top, he'll
work to half-guard, secure the back, and chain to RNC. This is the most-likely finish position.
▸ Gap targeted: Kane's bottom-position composure & both prior sub losses (RNC + D'Arce)
Stage 5
Round 3 — Final min (if needed)
Med
Fallback: ride control time to decision
If the sub doesn't materialize, Vargas's camp will play for the decision — riding out
the final minute on top with light G&P. Score retention > finish risk in a 2-1 scenario.
▸ Gap targeted: Kane's late-round inability to scramble back to feet
Kane's edge comes from higher output at distance, more consistent jab control, and a counter rear-hand
that has produced 9 of his 13 career KOs against opponents shooting takedowns. Vargas's strongest path
is to absorb early distance damage to reach the clinch, chain his single-leg into a body lock, and
accumulate control time before Kane's output drops in rounds 3+. Vargas has implemented this exact
three-stage pattern in 3 of his last 4 wins against pressure strikers. The fight is Kane's to lose
in the first two rounds — and Vargas's to steal in the third.▸ Evidence: 67% clinch-entry success · −27% Kane R3 volume · 3/4 comparable-opponent precedents · sample n=47
04
Combination & Sequence Intelligence
The layer no public stats tool publishes. Top striking combos, strike-into-takedown setups,
takedown chain patterns, submission setups — each tagged with frequency, completion rate, and the most
common terminal outcome. This is the proprietary moat: what no one else can show you.
Striking Combos · Top 5 most-used
01
JAB→CROSS→LEAD-LEG LOW KICK
Frequency4.2 /rd
Completion67%
KO contribution3 / 13
Bread-and-butter southpaw combo. Cross lands clean ~38% of the time; the low kick ends it before Vargas can level-change.
02
JAB→CROSS→REAR HOOK
Frequency2.8 /rd
Completion52%
KO contribution4 / 13
Power combo — used most against opponents covering up. Rear hook lands 4 career KOs.
03
DOUBLE JAB→REAR UPPERCUT
Frequency2.1 /rd
Completion44%
KO contribution1 / 13
Used to deter forward pressure. Uppercut catches level changers — high-relevance combo for this matchup.
04
JAB→BODY KICK
Frequency1.9 /rd
Completion71%
KO contribution0 / 13
Accumulator combo — used to slow opponent forward pace. High completion, low finish risk.
05
CROSS→LEAD HOOK→REAR LOW KICK
Frequency1.4 /rd
Completion38%
KO contribution2 / 13
Used when opponent retreats — three-piece designed to track movement. Lower completion but high damage when it lands.
Counter Patterns · Strike fired in response to opponent action
06
[opp level change]→CROSS COUNTER
Trigger rate81%
Completion38%
KO contribution9 / 13
This is the fight-defining counter. Kane fires the cross on 81% of opponent level changes. Lands at 38% — and 9 of his 13 KOs come from exactly this counter.
07
[opp lead hook]→SLIP + REAR HOOK
Trigger rate54%
Completion31%
KO contribution2 / 13
Secondary counter, less reliable against southpaws (mirror angle).
Takedown Defense Sequences
08
[opp single-leg]→SPRAWL + WHIZZER→REPUMMEL TO CENTER
Trigger rate— def
TDD success81%
Frequency19/23
Kane's TDD sequence: sprawl, whizzer the entry-side arm, force separation. Strong vs single-leg, weaker vs body-lock conversion.
Hand strikeLeg / body kickTakedown / TD defSubmissionOpponent action / setup
Strike → Takedown Setups · The signature pattern
01
SOUTHPAW CROSS→[level change feint]→SINGLE-LEG
Frequency3.6 /rd
Completion52%
→ Top control78%
Vargas's #1 entry. Uses the cross to close distance, fakes the level change to pull a counter, then commits to the single-leg. Half the time it lands; when it lands, 78% retention.
02
JAB→JAB→DOUBLE-LEG
Frequency1.8 /rd
Completion41%
→ Top control66%
Used against orthodox stance — double-jab covers the lead foot for the shot. Lower completion than single-leg but harder to defend when committed.
03
BODY KICK→BODY LOCK CLINCH
Frequency1.4 /rd
Completion58%
→ Top control72%
Uses the catch-leg moment to close to body lock. Hard to time but high-percentage when landed.
Takedown Chains · 2nd-phase TD after initial failure
04
SINGLE-LEG (failed)→BODY LOCK→OUTSIDE TRIP
Triggeron stuff
2nd-phase TD%58%
→ Sub setup3 / 9
This is the chain that beats Kane. When the single-leg stalls, Vargas locks the body, walks to fence, and trips with the outside foot. 3 of his 9 career subs started exactly here.
05
BODY LOCK (vs cage)→INSIDE LEG TRIP
Triggercage
Completion62%
→ Top control81%
Once the fence is reached, this is the highest-percentage finish to a takedown. Inside leg trip lands at 62%; if it lands, 81% top retention.
Submission Setup Chains
06
TOP CONTROL→HALF-GUARD PASS→BACK TAKE→RNC
Frequency1.6 /rd top
Finish rate38%
Career RNC6 / 9 subs
The Vargas finishing sequence. Once top is established, this is the most-traveled path: half-guard pass → underhook → back take → rear naked choke. 6 of his 9 career subs end this exact way.
07
BODY LOCK→GUILLOTINE
Frequencyopportunistic
Finish rate19%
Career G2 / 9 subs
Snap-down to guillotine when opponent shoots a sloppy double-leg. Low frequency, situational, but 2 career subs from this exact entry.
08
FAILED TD→D'ARCE CHOKE
Frequencyopportunistic
Finish rate15%
Career D'A1 / 9 subs
Vargas has shown the D'Arce when opponents post heavily on a stuffed shot. Highly relevant for Kane — his career D'Arce loss came from exactly this scramble.
Hand strikeLeg / body kickTakedown / clinchSubmissionOpponent action / setup
05
Training Camp Targets — Red Corner
Prep priorities for Kane's camp. Each target cross-references the sequence ID(s) from the
Sequence Intelligence tab so the striking and grappling coaches can drill against the exact patterns
Vargas's tape produces — not generic "wrestle better."
Drill Priorities · 6 Targets
Critical
Clinch-entry defense vs feinted level change
Drill reactive framing & angle-off against southpaw level changes. Use a southpaw wrestler as a partner; chain through stuff, whizzer, and re-pummel.
Single-leg defense is solid (81% TDD). The gap is the body lock that follows. Drill body lock breaks, snap-downs to standing, and re-pummel exits before the trip lands.
↗ Drill against Vargas Sequence #04 (single-leg fail → body lock → outside trip)
58% 2nd-phase TD success
Critical
Round 3 conditioning & output retention
Pace work targeting sustained striking volume into R3 — historic −27% output drop is where the fight is lost. Last 60-second sprint rounds in sparring, not just steady-state cardio.
↗ Counters Vargas Exploitation Plan Stages 3–5
−27% R3 vol L 4/4 late
High
Half-guard escape & back-take defense
If taken down, Vargas's #1 finish position is half-guard → back take → RNC. Drill underhook recovery, hip-out from half-guard, and explicit no-sit-out escapes.
↗ Drill against Vargas Sequence #06 (top → half-guard pass → back → RNC)
6/9 subs via RNC
High
Anti-southpaw foot positioning & rear-hand line
Outside-foot positioning to keep the rear hand live for the counter — this is Kane's path to victory.
Drill stance-switching, lead-leg removal, and the cross-counter timing window.
↗ Sharpen Kane Sequence #06 (cross counter on level change — 9/13 KO contribution)
9/13 KOs this counter
Med
Wall-walk + frame & underhook recovery
Fallback for if the clinch is conceded anyway. Wall-walk reps, double-underhook recovery, and explicit "do not concede half-guard from bottom" drilling.
↗ Activates Kane Path C (fallback) if dragged to ground
Last-line defense
Camp Time Allocation · Suggested Split
35%
Clinch Def
25%
R3 Cardio
20%
Ground Esc.
15%
Counters
5%
Wall-walk
Allocation derived from each gap's exposure × Vargas's frequency at that gap. Coach overrides expected — this is a starting recommendation, not a prescription.
06
Evidence Panel
Every claim in this report traces back to here — recent form, style stats, comparable
opponents, cited data points. Coaches should be able to check the work.
Kane — Last 5 Bouts
W
vs T. BoonAPEX 41 · LIGHTWEIGHT
KO · R2 4:11rear hook
W
vs R. AquinoAPEX 38 · LIGHTWEIGHT
KO · R1 2:58cross on TD attempt
L
vs S. OkoroAPEX 35 · LIGHTWEIGHT
SUB · R3 3:20RNC
W
vs P. DonnellyREGIONAL · LIGHTWEIGHT
DEC · 30–27unanimous
W
vs A. LupescuAPEX 31 · LIGHTWEIGHT
KO · R1 4:40cross counter
Vargas — Last 5 Bouts
W
vs K. WatanabeLOBO 12 · LIGHTWEIGHT
SUB · R3 1:52RNC
W
vs P. DonnellyLOBO 11 · LIGHTWEIGHT
DEC · 29–28split
W
vs A. LupescuREGIONAL · LIGHTWEIGHT
SUB · R2 4:33guillotine
L
vs T. BoonLOBO 9 · LIGHTWEIGHT
KO · R1 3:07cross on double-leg
W
vs R. AquinoLOBO 8 · LIGHTWEIGHT
DEC · 30–27unanimous
Style Stat Comparison
Sig. strikes landed / min4.9 · 3.1
Striking accuracy46% · 38%
Takedowns landed / 15 min0.8 · 3.6
Takedown defense74% · 52%
Submission attempts / 15 min0.2 · 2.1
Control time / round0:48 · 3:42
Avg. fight time7:20 · 11:05
R3 output retention (% of R1)73% · 108%
Comparable-Opponent Notes
Vargas's profile clusters with grapplers
who have historically beaten pressure strikers like Kane. Closest direct precedents:
▸ AOkoro (clinch grappler) submitted Kane R3 — same fade pattern flagged in this report.
▸ BVargas out-grappled Watanabe, an orthodox volume striker — 3-round decision via control time.
▸ CBoon — a heavy counter-striker — KO'd Vargas on a TD entry in R1. This is the live path for Kane.
▸ DVargas vs Donnelly (southpaw) — split decision; Vargas's only close fight in last 5.
Data Completeness
79%
Both fighters have full UFC-tier stat coverage. Confidence capped at 7.9 — 2 of Vargas's early regional bouts have records only, no round-level stats.