Juliana Miller vs Ravena Oliveira
Women's Flyweight Bout • UFC Fight Night: Gamrot vs. Salkilld
Saturday, August 8, 2026 • Meta APEX, Las Vegas
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Click on either the fighter's name or profile image for each fighter to access comprehensive UFC statistics including striking metrics, grappling data, clinch performance, complete fight history, offensive & defensive analytics, and round-by-round breakdowns.
Juliana Miller
Fighter Metrics
Victory Methods
Win Round Distribution
Ravena Oliveira
Fighter Metrics
Victory Methods
Win Round Distribution
📋 Last 5 Fights - Juliana Miller
| Date | Opponent | Result | Method |
|---|---|---|---|
| 2025 | Ivana Petrovic | W | Decision (Unanimous) (R3, 5:00) |
| 2023-08-12 | Luana Santos | L | KO/TKO (R1, 3:41) |
| 2023-03-18 | Veronica Hardy | L | Decision (Unanimous) (R3, 5:00) |
| 2022-08-13 | Brogan Walker | W | KO/TKO (Strikes) (R3, 3:57) |
📋 Last 5 Fights - Ravena Oliveira
| Date | Opponent | Result | Method |
|---|---|---|---|
| 2026-03 | Shanelle Dyer | L | Decision (R3, 5:00) |
| 2025 | Stephanie Luciano | L | Submission (R3, 2:50) |
| 2023-10-28 | Tainara Lisboa | L | Decision (Unanimous) (R3, 5:00) |
Technical Analysis
Technical Score
Cardio Score
Overall Rating
📊 Technical Score
Average of Striking Composite and Grappling Composite. Ravena Oliveira computes at ~42 striking / ~50 grappling (Technical Score ~46). Juliana Miller has no career-stats row in the database, so her composites are N/A and her Technical Score is uncomputable — shown as 0 rather than an invented number.
💪 Cardio Score
Based on average fight duration, striking rate per minute, takedown rate, and finish rate. Measures cardiovascular endurance and ability to maintain pace throughout fights.
🎯 Overall Rating
Simple average of Technical Score and Cardio Score. Provides a holistic view of fighter capabilities combining skill level with physical conditioning and fight performance.
Striking Composite
Grappling Composite
Technical Radar Comparison
Visual comparison of key performance metrics between both fighters
📊 Detailed Statistical Comparison
🥊 Fight Analysis Breakdown
🧩 Juliana Miller Key Advantages
Ravena's measured profile hands Miller a roadmap: 63% takedown defense (soft), zero submission offense, and a documented submission loss to Stephanie Luciano last time out. Miller's identity — 10th Planet scrambles, top pressure, and her own promise that "if you end up on the ground with me, I will break it" — is exactly the tool set that has already beaten Ravena in the Octagon. Every minute this fight spends on the mat is a minute in Miller's world and out of Ravena's, and it is the single widest edge on the board. The analytics engine cannot grade Miller's grappling, but the fight log and her TUF-30 run both point to it as her defining, fight-relevant dimension.
Miller is the only ranked fighter here (#16 at women's flyweight) and the only one who has won inside the UFC (2-2), while Ravena is unranked and 0-3 in the Octagon. She is also fighting in her natural division — every one of her UFC bouts has been contested at flyweight — while Ravena is a weight-class nomad whose stats were logged at strawweight and bantamweight. Against an opponent the database cannot grade at all, "ranked, proven, and at home" is itself a meaningful résumé-level edge, and it is reinforced by momentum: she enters off a patient decision win over Ivana Petrovic on return from an injury layoff.
Both of Miller's UFC wins are late-fight results — a Round 3 TKO of Brogan Walker for the TUF-30 title and a full-distance decision over Petrovic — the profile of a fighter whose pressure and output grow as the fight ages. Ravena, by contrast, is a measured "Fades Late" striker (67% R3/R1 output) on a Low-Output pace tier (roughly 3.2 significant strikes per minute in the UFC). In a three-round fight those trajectories cross in exactly the round that decides close contests: Miller's grind is building precisely as Ravena's production falls. It is the cleanest convergence in the matchup, and it needs no invented Miller data to see.
⚠️ Unfavorable Scenarios
Miller has been knocked out once already — Luana Santos stopped her inside Round 1 — and the analytics engine holds no durability data to reassure us it won't happen again. Ravena engages from the opening bell (0% slow start) and hits like the 6-KO regional finisher she is. If Miller trades at range early instead of grappling and walks onto a clean Muay Thai counter before her grind can take hold, this fight can end the way the Santos fight did. Her one documented finish loss names the exact window Ravena is built to attack.
If Ravena's leg kicks (27–44% of her strikes target the legs) chop Miller's base and stuff her level changes, the fight stays vertical — exactly where Ravena's 48% accuracy, above the flyweight average, lives. Miller's striking is a battering ram to set up entries, not a stand-alone weapon, so a low-event, close kickboxing match is the scenario that most threatens her: two of three cards can drift to the more accurate striker if the grind never materializes. The danger is not being blown out on the feet; it is failing to make it a grappling fight at all.
📋 Likely Gameplan
Miller's path starts with discipline in the opening two minutes: respect Ravena's early power — Santos is the warning — weather the first exchanges, then change levels and make it a mat fight. She should not get drawn into a pure kickboxing match, where Ravena is the sharper technical striker at range; her jabs, feints and pressure should exist to disguise level changes and close distance safely. The moment the fight touches the floor, the math swings hard in her favor.
Once it is on the mat, the plan is to attack the documented softness: Ravena's 63% takedown defense, zero ground game and fresh submission loss. Get on top, pass, and hunt the finish — the submission Luciano already found, or the ground-and-pound TKO Miller herself scored on Walker. Failing an early finish, she banks control minutes and leans on cardio and pressure, dragging a Fades-Late, Low-Output striker into the deep water where both of her UFC wins live. Her one Octagon finish came in Round 3; the template is to break Ravena down and take over as the output gap widens.
🚀 Ravena Oliveira Key Advantages
This is Ravena's clearest, most credible path. Miller has been KO'd once (Santos, Round 1), and the analytics engine offers no durability data to argue it can't recur. Weigh that against a 6-KO regional finisher with genuine Muay Thai power and a near-100% career finish rate, and the upset structure is live: if Ravena lands clean early — before Miller's grind takes hold — the fight can end. The method columns invert the usual favorite/underdog logic here, because the underdog owns the harder finishing pedigree while the favorite is the grinder.
Ravena has never been knocked down in the UFC — an "Iron" chin tier that denies a grinder the quick finish and forces Miller to earn all fifteen minutes, keeping the counter-power live throughout. On the feet she is the more polished technician: 48% accuracy (above the flyweight average) and a leg-kick game (27–44% leg targeting) that can compromise Miller's base and blunt her takedown entries. In a pure kickboxing match Ravena is the better striker; her whole task is to make it one and keep it there.
⚠️ Unfavorable Scenarios
The nightmare for Ravena is simple and precedented: Miller pressures, changes levels, and drags her to the mat, where her 63% takedown defense and zero submission-defense pedigree produce a repeat of the Luciano submission — or ground-and-pound that opens a late TKO on the Walker template. She has no meaningful mat game to fall back on (0.0 ground percentage, zero submission offense), so every second on her back is Miller's round and a live finish threat. On the floor, the fully-measured fighter is the one treading water.
Ravena does not gas and collapse — she reaches the distance — but her productive output is low to begin with (roughly 3.2 strikes per minute, 1.0 SLpM) and falls further late (a 33% R1→R3 drop). Her Round 2 is a documented hole: 4.5 significant strikes at 11% accuracy, a fighter being shut down and searching rather than imposing Muay Thai. If she banks nothing in that searching middle round, Miller's building pace sweeps the championship-round scorecard. And if she stays at range but cannot pull the trigger at UFC speed — the tape from her 0-3 skid — a fourth straight low-volume Octagon loss unfolds on the feet.
📋 Likely Gameplan
Ravena's most reliable UFC weapon is the leg kick, and it doubles as takedown defense: heavy low kicks to compromise Miller's base and make level changes costly, keeping the fight vertical where her accuracy edge lives. Counter-intuitively for a Nak Muay, she should sprawl-and-brawl rather than clinch-and-grind — the clinch invites exactly the tie-ups and mat exposure Miller wants. Above all she must avoid the floor: if she is taken down, get up immediately and never accept bottom position, because that is where her one measured strength stops mattering.
Ravena's win equity is front-loaded, so she must fight her fight from the first exchange. She engages immediately (0% slow start) — the trait to test Miller's cracked chin early, before the grind can start. The one thing that has sunk her in the Octagon is output: 3.2 strikes per minute and a 1.0 SLpM are a fraction of a Muay Thai finisher's natural rate. She has to throw at her regional volume, not her UFC volume, to win rounds on the feet and keep the knockout threat real. If she fights measured again, she loses; if she lets her hands go, Miller's durability is the one thing standing between her and an upset.
🎯 Fight Prediction Analysis
Data-driven prediction model based on statistical analysis
📊Detailed Analysis Summary
🏟️Geography Decides It
This fight is decided by geography and durability. If it is a grappling fight, it is Miller's — Ravena has no mat game and a documented submission hole (63% takedown defense, zero submission offense, a fresh loss to Luciano). If it is a striking fight and Ravena finds her regional self, her power and Miller's cracked chin make it genuinely live. The favorite must get it to the floor; the underdog must keep it standing and swing. In a three-round contest the fade-and-grind convergence tilts the deciding round toward Miller — she finishes late (Walker R3) while Ravena's output falls (67% R3/R1) — which is why the lean sits with the grappler even though she is the one the engine cannot see.
🎯The Inverted Information Fight
Most data-poor breakdowns pit a measured favorite against an unmeasured prospect. This one is upside-down: the unmeasured fighter, Miller, is the ranked, winning, home-division favorite, and the fully-measured fighter, Ravena, is the winless underdog. We are not weighing two profiles against each other; we are weighing a quantified set of weaknesses (Ravena's 63% TDDef, 0.83 damage ratio, zero submission defense, Low-Output fade) against a ranked résumé the engine cannot see. Crucially, Ravena's measurable flaws line up almost perfectly with Miller's demonstrated strengths — grapple, grind, finish late — which is what turns a coin-flip on paper into a modest lean.
🧩The Three Questions
Three questions decide everything. First, can Ravena find her regional volume? Her UFC output (3.2/min) is a fraction of a finisher's natural rate; throw like Brazil and she is live, throw like the Octagon and she loses. Second, can Miller get it to the mat? Ravena's 63% takedown defense and zero submission-defense pedigree say yes, often — and every takedown tilts the round. Third, whose durability holds? Ravena's Iron chin (0 knockdowns absorbed) against Miller's once-cracked one (Santos). That single asymmetry is why Ravena's KO path is more credible than a typical underdog's, and Miller's KO path less credible than a typical favorite's.
🏁Final Prediction
The most likely single outcome is Juliana Miller by decision (30%), the Petrovic template: weather the early power, change levels, and out-work a Low-Output, Fades-Late striker over three rounds. Her submission path (15%) is the sharpest edge in the fight — a 10th Planet game against zero submission defense and a fresh submission loss. Her KO/TKO path (13%) is late ground-and-pound, suppressed by Ravena's Iron chin. Ravena's best lane is the early KO/TKO (20%), front-loaded into Rounds 1–2 against a chin that has already failed once; her decision (17%) needs the missing volume and fifteen standing minutes, and her submission (5%) is a token figure. Overall: Miller 58%, Oliveira 42% — a modest lean held with real humility, because the fighter we are backing is the one the engine cannot measure.
💰 Betting Analysis: Model vs Market
Detailed value assessment in the betting market
📊Market Odds
🤖Analytical Model
💎Value Opportunities
MAXIMUM VALUE
Model: 20% | Fair: +360 — the cleanest way to bet the one dimension where the underdog holds the better hand.
GOOD VALUE
Model: ~63% | Market: -150 — Ravena's Iron chin denies the early finish and Miller's grind wants the deep water.
SLIGHT VALUE
Model: 15% | Fair: +525 — a 10th Planet game against a soft submission target with a fresh submission loss.
⚠️Key Market Discrepancies
- • Buries the 0-3 dog too far – Ravena's 6-KO power and Iron chin keep her live against a cracked chin.
- • Underprices the grappling lane – 63% TDDef and zero submission defense fit exactly how Miller wins.
- • Data-void favorite – A 58/42 line rests on a fighter the engine cannot measure; price in humility.
🎯 Comprehensive Probabilistic Analysis
100 hypothetical fight simulation based on statistical data
🏆Outcome Distribution - Juliana Miller
Petrovic template: out-work a fading striker
Late ground-and-pound, the Walker template
10th Planet game vs zero submission defense
💥Outcome Distribution - Ravena Oliveira
Her best lane: regional power vs a cracked chin
Needs her missing volume and 15 standing minutes
Token figure — zero career submission offense
⏰Fight Timeline Analysis
⚡Window of Opportunity - Ravena Oliveira
- • Rounds 1–2: Highest KO equity vs a chin cracked once.
- • Leg kicks: Chop the base to deny level changes.
- • Regional volume: Throw at Brazil's rate, not the UFC's.
🎯Progressive Dominance - Juliana Miller
- • Takedowns: Every mat minute is a Miller round.
- • Ground game: Hunt the sub or GnP on a soft target.
- • Championship round: Build pace as Ravena fades.
🎯 Final Confidence Assessment
Confidence level and uncertainty factors
Confidence Level
A modest lean — we are backing the one fighter the engine cannot measure
✅Supporting Factors
- • Only ranked fighter (#16) and only UFC winner (2-2)
- • Fighting at her home weight vs a weight-class nomad
- • Ravena's flaws (63% TDDef, 0 sub D, fades late) fit how Miller wins
- • Archetype baseline: grappler over Muay Thai fighter ~59.5%
⚠️Risk Factors
- • Miller is a total data void — no stats, no metrics
- • Miller has been finished once (Santos, R1)
- • Ravena's 6-KO power + Iron chin make the upset live
🏁Executive Summary
A modest lean on the ranked, home-division grappler. In roughly 58 of 100 simulations, Juliana Miller's ranking, freshness and grappling decide the night — most often (30) by weathering Ravena's early power, changing levels, and out-working a Low-Output, Fades-Late striker across three rounds (the Petrovic template); often enough (15) by finding the submission Ravena's own tape (Luciano) says is there; and sometimes (13) by breaking her down for a late ground-and-pound TKO (the Walker template). She is the ranked fighter, the home-division fighter, and the one whose style attacks her opponent's measured flaws — and against an opponent who cannot win in the UFC, that is enough to make her the lean. The conviction is genuinely middling, though: we are backing the one fighter the analytics engine cannot see at all, and her chin has failed once already.
Prediction: Juliana Miller by decision most likely (30%) via pressure grappling and a late-round grind; her submission (15%) is her most dangerous method against a soft target. Ravena's live upset lane is the early KO/TKO (20%), testing a chin that has already failed once. The résumé says Miller — ranked, at home, coming off a win; the data whispers a warning — the one fighter it can fully see punches hard enough, and is durable enough, to beat a grappler who has already been knocked out. Final line: Miller 58%, Oliveira 42%.