UFC talent board

11 divisions

175 fightersUpdated Jun 23, 2026See how it works ↓

Every fighter rated 0–99 on the four phases of an MMA fight — striking, wrestling, grappling, and cardio + fight IQ — blended into one overall. Tap any column to sort, filter by division, or click a fighter for the full breakdown.

Division


#1	Tom Aspinall	Heavyweight	15	3	83%	5–1	92	94	96	93	86	94Elite
#3	Jon Jones“Bones”	Heavyweight	28	1	97%	1–0	91	89	90	87	95	31Even
#4	Ciryl Gane“Bon Gamin”	Heavyweight	14	2	88%	6–1	90	95	68	87	96	85Elite
#5	Ilia Topuria“El Matador”	Featherweight	17	1	94%	4–0	88	88	92	87	85	75Elite
#6	Islam Makhachev	Lightweight	28	1	97%	5–0	88	78	95	94	96	77Elite
#7	Anthony Hernandez“Fluffy”	Middleweight	15	3	83%	3–1	87	85	89	98	85	50Hard
#8	Khamzat Chimaev“Borz”	Middleweight	15	1	94%	2–1	87	81	97	97	86	53Hard
#9	Sean O'Malley“Suga”	Bantamweight	20	3	87%	4–3	87	95	70	71	88	38Even
#10	Benoit Saint Denis“God of War”	Lightweight	17	3	85%	2–2	86	89	87	97	77	70Hard
#11	Jailton Almeida“Malhadinho”	Heavyweight	22	5	81%	4–2	86	78	88	97	92	55Hard
#12	Kayla Harrison	Women's Bantamweight	19	1	95%	3–0	86	84	92	89	85	78Elite
#13	Carlos Ulberg“Black Jag”	Light Heavyweight	15	1	94%	4–0	85	91	83	76	80	20Soft
#14	Tatiana Suarez	Women's Strawweight	13	1	93%	3–1	85	77	85	92	93	90Elite
#15	Azamat Murzakanov“The Professional”	Light Heavyweight	16	1	94%	2–0	85	88	79	71	87	9Soft
#16	Beneil Dariush	Lightweight	23	8	72%	2–3	85	79	88	92	91	49Even
#17	Maycee Barber“The Future”	Women's Flyweight	15	3	83%	3–2	85	89	78	67	88	60Hard
#18	Kamaru Usman“The Nigerian Nightmare”	Welterweight	21	4	84%	5–2	85	84	92	71	86	98Elite
#19	Sean Brady	Welterweight	19	2	90%	3–2	85	80	94	91	85	71Hard
#20	Alexander Volkanovski“The Great”	Featherweight	28	4	88%	5–1	85	92	80	71	80	83Elite
#21	Alex Pereira“Poatan”	Light Heavyweight	13	4	76%	5–1	84	90	78	71	83	7Soft
#22	Curtis Blaydes“Razor”	Heavyweight	19	6	76%	4–3	84	86	83	64	89	79Elite
#23	Nikita Krylov“The Miner”	Light Heavyweight	31	11	74%	2–4	84	83	79	93	84	22Soft
#24	Shavkat Rakhmonov“Nomad”	Welterweight	19	0	100%	4–0	84	78	83	96	89	30Even
#25	Valentina Shevchenko“Bullet”	Women's Flyweight	26	4	84%	3–1	84	79	92	79	89	96Elite
#26	Arman Tsarukyan“Ahalkalakets”	Lightweight	23	3	88%	3–2	84	82	88	71	88	92Elite
#27	Umar Nurmagomedov“Young Eagle”	Bantamweight	20	1	95%	3–1	84	82	92	77	85	77Elite
#28	Jalin Turner“The Tarantula”	Lightweight	15	9	63%	0–3	83	86	82	93	77	49Even
#29	Gillian Robertson“Savage”	Women's Strawweight	17	8	68%	3–0	83	75	80	94	93	4Soft
#30	Dustin Poirier“The Diamond”	Lightweight	30	10	75%	4–3	83	86	77	93	79	34Even
#32	Max Holloway“Blessed”	Featherweight	27	9	75%	4–4	83	88	79	79	80	58Hard
#33	Jaqueline Amorim	Women's Strawweight	11	2	85%	—	83	74	75	99	95	2Soft
#34	Dominick Reyes“Devastator”	Light Heavyweight	16	5	76%	5–3	83	88	74	76	82	61Hard
#35	Renato Moicano“Money”	Lightweight	21	7	72%	2–3	83	79	81	90	87	65Hard
#36	Alex Perez“The Future”	Flyweight	26	10	72%	2–3	83	79	87	88	84	26Even
#37	Michael Morales“Veneno”	Welterweight	19	0	100%	3–0	83	88	85	64	80	29Even
#38	Nassourdine Imavov“The Russian Sniper”	Middleweight	17	4	81%	5–1	83	85	79	82	83	67Hard
#39	Manon Fiorot“The Beast”	Women's Flyweight	13	2	87%	3–1	83	87	82	64	85	83Elite
#40	Alexandr Romanov“King Kong”	Heavyweight	18	3	86%	0–3	83	79	84	91	87	65Hard
#41	Lerone Murphy“The Miracle”	Featherweight	17	1	89%	3–1	83	85	77	77	85	34Even
#42	Alexander Volkov“Drago”	Heavyweight	40	11	78%	6–5	83	88	78	73	80	87Elite
#43	Zhang Weili“Magnum”	Women's Strawweight	26	4	87%	4–0	83	84	82	82	81	98Elite
#44	Vicente Luque“The Silent Assassin”	Welterweight	24	12	65%	1–5	82	84	77	91	77	35Even
#46	Cory Sandhagen“The Sandman”	Bantamweight	18	6	75%	5–3	82	85	74	75	85	89Elite
#47	Casey O'Neill“King”	Women's Flyweight	11	2	85%	—	82	88	80	86	74	26Even
#48	Waldo Cortes-Acosta“Salsa Boy”	Heavyweight	17	3	85%	—	82	87	77	67	81	27Even
#49	Jessica Andrade“Bate Estaca”	Women's Strawweight	26	15	63%	4–4	82	85	89	81	73	80Elite
#50	Magomed Ankalaev	Light Heavyweight	21	2	88%	6–1	82	83	80	64	88	43Even
#51	Mateusz Gamrot“Gamer”	Lightweight	26	4	87%	3–3	82	77	92	76	85	72Hard
#52	Ian Machado Garry“The Future”	Welterweight	17	1	94%	4–1	82	87	80	75	79	28Even
#53	Caio Borralho“The Natural”	Middleweight	18	2	90%	1–1	82	80	85	80	84	7Soft
#54	Bryce Mitchell“Thug Nasty”	Featherweight	19	4	83%	2–2	82	77	79	92	86	17Soft
#55	Vinicius Oliveira“Lok-Dog”	Bantamweight	24	4	86%	2–1	82	86	81	71	81	73Hard
#56	Su Mudaerji“The Tibetan Eagle”	Flyweight	19	7	73%	—	82	83	78	77	83	9Soft
#57	Charles Oliveira“do Bronx”	Lightweight	37	11	77%	6–2	81	75	80	99	86	54Hard
#58	Geoff Neal“Handz of Steel”	Welterweight	16	8	67%	2–5	81	85	82	72	76	8Soft
#59	Joaquin Buckley“New Mansa”	Welterweight	21	8	72%	3–2	81	78	82	67	89	71Hard
#60	Rose Namajunas“Thug”	Women's Flyweight	15	8	65%	2–3	81	74	81	84	89	97Elite
#61	Neil Magny“The Haitian Sensation”	Welterweight	31	15	67%	1–5	81	77	80	80	88	33Even
#62	Rob Font	Bantamweight	22	10	69%	1–4	81	85	68	77	83	18Soft
#63	Muhammad Mokaev“The Punisher”	Flyweight	13	0	100%	5–0	81	70	81	93	92	85Elite
#64	Julianna Pena“Venezuelan Vixen”	Women's Bantamweight	13	6	68%	2–3	81	74	78	90	89	95Elite
#65	Said Nurmagomedov	Bantamweight	18	5	78%	0–1	81	75	73	93	90	43Even
#66	Manel Kape“Starboy”	Flyweight	23	7	77%	2–3	81	87	75	71	78	45Even
#67	Jack Hermansson“The Joker”	Middleweight	24	10	71%	0–4	81	81	83	83	78	30Even
#68	Kyler Phillips“The Matrix”	Bantamweight	12	5	71%	1–2	81	80	90	79	78	20Soft
#69	Denise Gomes	Women's Strawweight	12	3	80%	0–1	81	83	79	79	79	1Soft
#70	Petr Yan“No Mercy”	Bantamweight	20	5	80%	5–2	81	87	89	67	74	88Elite
#71	Loopy Godinez	Women's Strawweight	14	6	70%	1–4	81	79	89	90	76	73Hard
#72	Matheus Nicolau	Flyweight	19	6	73%	4–2	81	77	87	85	83	36Even
#73	Natalia Silva	Women's Flyweight	20	5	77%	5–0	81	84	78	64	84	88Elite
#74	Jairzinho Rozenstruik“Bigi Boy”	Heavyweight	15	6	71%	2–5	80	80	68	64	92	81Elite
#75	Jamahal Hill“Sweet Dreams”	Light Heavyweight	12	4	75%	1–2	80	89	69	64	76	8Soft
#76	Johnny Walker	Light Heavyweight	22	10	69%	1–5	80	82	72	83	79	32Even
#77	Colby Covington“Chaos”	Welterweight	17	5	77%	0–4	80	75	87	78	83	69Hard
#78	Mario Bautista	Bantamweight	17	3	85%	2–2	80	81	78	92	76	48Even
#79	Erin Blanchfield“Cold Blooded”	Women's Flyweight	14	2	88%	4–1	80	78	85	94	76	94Elite
#80	Jack Della Maddalena“JDM”	Welterweight	18	4	82%	2–1	80	87	68	72	78	57Hard
#81	Robert Whittaker“The Reaper”	Middleweight	27	9	75%	3–4	80	81	81	64	82	64Hard
#82	Ailin Perez“Fiona”	Women's Bantamweight	13	2	87%	2–0	80	76	90	76	83	68Hard
#84	Macy Chiasson	Women's Bantamweight	11	6	65%	2–5	79	74	79	85	84	0Soft
#85	Dan Hooker“The Hangman”	Lightweight	24	14	63%	2–5	79	82	78	84	74	82Elite
#86	Stephen Thompson“Wonderboy”	Welterweight	17	9	63%	2–4	79	81	69	64	86	42Even
#87	Jose Aldo“Junior”	Bantamweight	32	10	76%	2–4	79	78	83	67	83	46Even
#88	Sergei Pavlovich	Heavyweight	21	3	88%	4–2	79	82	74	64	82	66Hard
#89	Amanda Lemos“Amandinha”	Women's Strawweight	15	6	68%	4–5	79	76	80	88	79	96Elite
#90	Dustin Jacoby“The Hanyak”	Light Heavyweight	22	9	69%	0–2	79	87	68	64	79	11Soft
#91	Paulo Costa“Borrachinha”	Middleweight	16	4	80%	0–4	79	89	76	64	70	28Even
#92	Volkan Oezdemir“No Time”	Light Heavyweight	21	8	72%	3–6	79	84	76	71	75	27Even
#93	Alexandre Pantoja“The Cannibal”	Flyweight	30	6	83%	8–0	79	77	87	93	73	24Soft
#94	Dricus du Plessis“Stillknocks”	Middleweight	23	3	88%	4–1	79	82	81	86	72	95Elite
#95	Jan Blachowicz	Light Heavyweight	29	11	69%	3–2	79	77	80	80	80	40Even
#96	Arnold Allen“Almighty”	Featherweight	21	4	84%	3–2	79	74	85	80	83	31Even
#97	Raquel Pennington“Rocky”	Women's Bantamweight	16	10	62%	5–5	79	78	73	88	82	57Hard
#98	Leon Edwards“Rocky”	Welterweight	22	6	79%	4–4	79	77	78	78	83	92Elite
#99	Miranda Maverick“Fear The”	Women's Flyweight	17	6	74%	1–4	79	73	79	83	86	66Hard
#100	Marina Rodriguez	Women's Strawweight	17	6	68%	2–5	79	82	72	73	80	84Elite
#101	Merab Dvalishvili“The Machine”	Bantamweight	21	5	81%	7–1	79	77	90	77	78	76Elite
#102	Movsar Evloev	Featherweight	20	0	100%	3–0	79	77	87	71	81	50Hard
#103	Norma Dumont“The Immortal”	Women's Bantamweight	13	3	81%	5–1	79	79	84	64	82	14Soft
#104	Jared Cannonier“The Killa Gorilla”	Middleweight	18	9	67%	3–4	78	83	74	64	78	72Hard
#105	Brendan Allen“All In”	Middleweight	27	7	79%	1–3	78	75	78	95	77	11Soft
#106	Dan Ige“50K”	Featherweight	19	11	63%	1–5	78	77	72	78	83	16Soft
#107	Carlos Prates“The Nightmare”	Welterweight	24	7	77%	4–1	78	83	79	64	74	25Even
#108	Tatsuro Taira	Flyweight	18	2	90%	2–1	78	74	82	94	78	14Soft
#109	Song Yadong“Kung Fu Kid”	Bantamweight	23	9	70%	3–4	78	78	79	77	78	47Even
#110	Brandon Moreno“The Assassin Baby”	Flyweight	23	10	66%	4–4	78	75	79	83	81	56Hard
#111	Rafael Fiziev“Ataman”	Lightweight	13	5	72%	1–3	78	83	87	64	69	54Hard
#112	Marcin Tybura“Tybur”	Heavyweight	27	11	71%	3–5	78	77	79	70	80	64Hard
#113	Mariya Agapova	Women's Flyweight	10	5	67%	0–1	78	79	73	91	74	60Hard
#114	Andrea Lee“KGB”	Women's Flyweight	13	11	54%	0–4	78	79	80	84	75	24Soft
#115	Aiemann Zahabi	Bantamweight	14	3	82%	2–1	78	83	73	64	78	3Soft
#116	Tim Elliott“The Lone Wolf”	Flyweight	22	14	59%	0–3	78	71	85	92	79	13Soft
#117	Nathaniel Wood“The Prospect”	Featherweight	23	6	79%	—	78	82	84	85	68	12Soft
#118	Kai Kara-France“Don't Blink”	Flyweight	25	12	68%	0–5	78	80	78	64	81	52Hard
#119	Yan Xiaonan	Women's Strawweight	19	5	79%	3–3	78	81	80	64	78	87Elite
#120	Marlon Vera“Chito”	Bantamweight	23	12	64%	2–6	77	77	75	90	75	22Soft
#121	Gilbert Burns“Durinho”	Welterweight	22	10	69%	2–5	77	72	78	86	80	75Elite
#122	Serghei Spivac“Polar Bear”	Heavyweight	18	6	75%	4–4	77	73	88	86	75	80Elite
#123	Deiveson Figueiredo“Deus da Guerra”	Bantamweight	25	7	76%	2–4	77	73	77	93	78	76Elite
#124	Justin Gaethje“The Highlight”	Lightweight	28	5	85%	5–2	77	88	72	64	68	52Hard
#125	Henry Cejudo“Triple C”	Bantamweight	16	6	73%	0–2	77	78	81	67	78	62Hard
#126	Yair Rodriguez“El Pantera”	Featherweight	21	6	78%	2–3	77	81	71	81	74	19Soft
#127	Sodiq Yusuff“Super”	Featherweight	13	5	72%	0–2	77	83	68	81	72	18Soft
#128	Paddy Pimblett“The Baddy”	Lightweight	23	4	85%	1–1	77	83	68	92	69	16Soft
#129	Israel Adesanya“The Last Stylebender”	Middleweight	24	6	80%	6–3	77	80	71	67	79	56Hard
#130	Sean Strickland“Tarzan”	Middleweight	31	7	82%	7–3	77	82	79	70	72	90Elite
#131	Jiri Prochazka“Denisa”	Light Heavyweight	32	6	82%	4–3	77	85	77	73	65	38Even
#132	Virna Jandiroba“Carcara”	Women's Strawweight	23	4	85%	5–2	77	68	87	93	81	79Elite
#133	Angela Hill“Overkill”	Women's Strawweight	19	16	54%	3–6	77	83	76	75	68	59Hard
#134	Michel Pereira“Demolidor”	Middleweight	32	14	70%	0–1	77	79	85	86	67	21Soft
#135	Aleksandar Rakic“Rocket”	Light Heavyweight	14	6	70%	1–5	77	80	77	67	77	15Soft
#136	Iasmin Lucindo	Women's Strawweight	18	6	75%	2–1	77	72	87	72	82	5Soft
#137	Tracy Cortez	Women's Flyweight	12	3	80%	3–2	77	76	82	73	77	86Elite
#138	Mayra Bueno Silva“Sheetara”	Women's Bantamweight	10	7	56%	0–2	76	73	70	98	77	68Hard
#139	Edson Barboza“Junior”	Featherweight	24	14	63%	1–4	76	78	77	67	76	37Even
#140	Miesha Tate“Cupcake”	Women's Bantamweight	20	10	67%	1–4	76	68	77	96	82	41Even
#141	Brandon Royval“Raw Dawg”	Flyweight	17	9	65%	6–4	76	77	74	93	70	91Elite
#142	Bogdan Guskov	Light Heavyweight	18	3	82%	1–1	76	82	64	84	69	69Hard
#143	Giga Chikadze“Ninja”	Featherweight	15	6	71%	1–2	76	76	69	71	80	15Soft
#144	Charles Johnson“InnerG”	Flyweight	19	8	70%	0–3	76	82	71	73	71	33Even
#146	Yana Santos“Foxy”	Women's Bantamweight	17	8	68%	4–3	76	81	74	67	73	12Soft
#147	Irene Aldana“Robles”	Women's Bantamweight	15	8	65%	4–4	75	79	77	76	69	61Hard
#148	Karine Silva“Killer”	Women's Flyweight	19	7	73%	0–3	75	66	79	96	81	42Even
#149	Jasmine Jasudavicius“Fierce”	Women's Flyweight	15	4	79%	2–3	75	69	89	87	74	51Hard
#150	Alexa Grasso	Women's Flyweight	17	5	74%	4–2	75	74	68	87	76	93Elite
#151	Belal Muhammad“Remember the Name”	Welterweight	24	6	80%	5–4	75	75	88	70	70	74Hard
#152	Marvin Vettori“The Italian Dream”	Middleweight	19	10	63%	3–6	75	76	81	82	67	44Even
#153	Karol Rosa	Women's Bantamweight	19	8	70%	1–3	75	82	82	67	64	53Hard
#154	Derrick Lewis“The Black Beast”	Heavyweight	29	14	67%	3–5	74	73	67	64	81	63Hard
#156	Brian Ortega“T-City”	Featherweight	16	5	76%	1–3	74	71	71	93	74	62Hard
#157	Roman Dolidze	Middleweight	15	5	75%	2–3	74	72	74	79	76	46Even
#160	Anthony Smith“Lionheart”	Light Heavyweight	38	22	63%	1–4	73	72	66	87	72	45Even
#161	Mackenzie Dern	Women's Strawweight	16	5	76%	4–4	73	67	69	95	76	81Elite
#162	Matt Schnell“Danger”	Flyweight	17	11	61%	0–4	73	70	71	94	70	23Soft
#163	Michael Chandler“Iron”	Lightweight	23	11	68%	1–5	73	74	79	80	66	35Even
#164	Luana Pinheiro“Dread”	Women's Strawweight	11	5	69%	0–2	73	70	85	71	72	58Hard
#165	Tai Tuivasa“Bam Bam”	Heavyweight	15	10	60%	1–6	72	75	64	64	75	19Soft
#166	Chelsea Chandler“Cool Hand”	Women's Bantamweight	7	4	64%	0–2	72	70	74	82	71	4Soft
#167	Josh Emmett	Featherweight	19	7	73%	3–3	72	73	72	67	73	23Soft
#168	Amir Albazi“The Prince”	Flyweight	17	3	85%	1–1	72	66	74	83	75	6Soft
#169	Cody Durden“The Spartan”	Flyweight	18	10	62%	2–1	72	68	85	84	68	1Soft
#170	Viviane Araujo“Miss Bulldog”	Women's Flyweight	13	7	65%	2–3	72	72	85	78	65	39Even
#171	Shamil Gaziev	Heavyweight	14	3	82%	0–1	71	68	82	79	67	10Soft
#172	Ketlen Vieira“Fenomeno”	Women's Bantamweight	16	5	76%	3–5	71	65	87	82	68	37Even
#173	Calvin Kattar“The Boston Finisher”	Featherweight	23	10	70%	2–3	70	74	74	67	64	41Even
#174	Istela Nunes	Women's Strawweight	6	6	50%	—	70	75	62	64	70	3Soft
#175	Ante Delija“Walking Trouble”	Heavyweight	26	8	76%	1–1	69	72	70	64	67	99Elite

What the columns mean

P4P: Pound-for-pound rank across the whole roster by overall rating (#1 = best).
W / L: Professional wins and losses.
Win %: Win percentage — wins divided by total pro bouts.
vs Ranked: Record (W–L) against other ranked fighters in the same division — the champion + top 15.
Overall: Composite skill rating — 45% striking, 30% cardio + fight IQ, 15% wrestling, 10% grappling (backtest-tuned).
Striking: Stand-up: significant strikes landed/min, accuracy, defense (strikes avoided), strikes absorbed, and KO/TKO finishing.
Wrestling: Takedowns landed per 15 min, takedown accuracy, and takedown defense.
Grappling: Submissions attempted per 15 min and submission-finish rate — the threat once it hits the mat.
Cardio + IQ: Damage avoidance (defense + strikes absorbed) and the ability to close (finish rate) — a durability & ring-craft proxy.
Competition: Level of competition — strength of schedule from the opponent-adjusted model. Higher = beat tougher opponents, not cans.

Overall is a weighted blend of the four axes (45% striking, 30% cardio + IQ, 15% wrestling, 10% grappling) — tuned by backtesting against real fight outcomes. Each axis is a percentile read of the fighter's UFCStats career numbers against the rest of the roster — see below.

Methodology

How it works

Every fighter is rated 0–99 on the four phases of an MMA fight — striking, wrestling, grappling, and cardio + fight IQ — blended into one overall. The scores are derived, not hand-set: each fighter's public UFCStats career numbers are ranked against the rest of the roster and mapped onto the scale. It's a scout-style read to visualize and compare skill sets — not an official rating.

Step 0

The inputs: UFCStats career averages

For all 175 ranked fighters we start from the eight career averages UFCStats publishes on every fighter's page, plus their win/finish split (KO-TKO / submission / decision) and record:

Striking — strikes landed & absorbed per minute, accuracy, defense.
Grappling — takedowns per 15 min, takedown accuracy & defense, submission attempts per 15 min.
Outcomes — wins, losses, and how the wins came (KO / submission / decision).

These are counting stats: descriptive, opponent-blind, and shaped by style (a counter-striker posts low volume; a control grappler looks quiet on strikes). That's why we read all four axes, not just the composite.

Step 1

Career numbers → four 0–99 axes

For each component we rank a fighter against the whole roster — a percentile — then blend the components into one axis and map it onto the 60–99 band you see (so the color ramp and bars spread across a visible range). Percentiles, not raw numbers, so a fighter is judged against the field:

Striking

Sig. strikes landed/min, accuracy, defense (strikes avoided − absorbed), and KO/TKO finishing.

Wrestling

Takedowns landed per 15 min, takedown accuracy, and takedown defense.

Grappling

Submissions attempted per 15 min and submission-finish rate.

Cardio + IQ

Damage avoidance (defense − strikes absorbed) and finish rate — a durability & ring-craft proxy.

Step 2

The four axes → one Overall

The axes combine into an overall with a striking-heavy weighting. These weights aren't arbitrary — they're backtested against real fight outcomes (a time-aware, leak-free logistic model), tuned so the composite leans on the phases that actually predict who wins. Striking and durability carry the most signal:

45% Striking

30% Cardio + IQ

15% Wrestling

10% Grappling

A fixed pound-for-pound rank then orders everyone by overall, independent of how the table is sorted or filtered.

Step 3

Opponent-adjusted (level of competition)

Counting stats are opponent-blind — five takedowns on a debutant look like five on a champion. So we also fit an opponent-adjusted model (FVOA-style) on fight-by-fight data: each phase is credited against the fighters actually faced, with partial pooling and small-sample shrinkage. That yields each fighter's strength of schedule and adjusted striking / wrestling / takedown-defense — shown on profiles once the model has run.

Step 4

Win probability (Compare)

On the compare page a matchup model turns two fighters' stats into a win probability — takedowns vs. takedown defense, KO threat vs. durability, striking differential, and more. It's a logistic model trained on real fight results with time-aware (leak-free) features, so the reported accuracy is honest — currently ~68% on held-out fights. Not betting advice.

Caveats

What this is — and isn't

This is a scout-style read from public career numbers — a useful lens, not a perfect rating. Counting stats are descriptive and style can beat stats, so the composite is opinionated by design. Read the four axes together, lean on the opponent-adjusted view for context, and treat the win probability as a model's best guess — not a lock.