Certified v4.2

The method

A ranking is only worth reading if you can see how it was built. Here is the formula, the eighteen things it scores, the four corrections on top, how much research sits behind any one number — and the list of things this model is not able to know.

The base score

Three groups, eighteen scored factors, one weighted sum. This is the only layer of the model with published exact weights, and it is the only layer this site can re-derive from the factor scores:

Each group is the mean of the factors listed under it.

Craft — 56% of the base score

What happens in the ring, and whether it holds up.

• In-Ring Execution
• Psychology / Storytelling
• Selling
• Opponent Uplift / Carry Factor
• Peak Match Quality
• Match Catalog Depth
• Big-Match Reliability

Star — 29% of the base score

Whether anybody cared, and how far past the arena it carried.

• Mic Work
• Character
• X-Factor / Aura
• Crowd Connection
• Drawing Power also feeds business impact
• Peak Mainstream Crossover also feeds business impact

Career — 15% of the base score

What was still true after the run was over.

• Sustained Career Relevance
• Adaptability
• Influence / Legacy also feeds business impact
• Major-Promotion Title Equity
• Era Dominance / Recognition

The four corrections, and why we print them rather than recompute them

The published ranking is not the base score. Four corrections sit on top of it, and being straight about what we know of each one matters more than making the page look complete:

• Business impact. Published with exact weights — 70% Drawing Power + 10% Mainstream Crossover + 10% Influence + 10% Crowd Connection — and deliberately built to measure peak ability to move the business rather than to re-reward a long career, which the Career group has already counted.
• Historical impact. A universal, non-wrestler-specific correction for time bias: elite business impact counts for more in eras when the wrestler drew the house and for less in eras when the brand did. It is not an automatic bonus for being old.
• Elite craft. A ceiling adjustment that keeps an extraordinary complete worker distinguishable from a pure attraction. Its coefficient was reduced from earlier versions of the model, so workrate cannot bury promotion-changing business.
• Future potential. Age and runway, discounted hard — 35% of prior v3 effect, capped at +0.875 Overall points. Anyone under 33 counts as young in this sport; age 30 or younger gets the strongest signal. Future is possible, not earned; age/runway remains heavily discounted

Three of those four are specified in words, not coefficients. “Stretched nonlinearly” and “scaled by era” describe a shape; they do not let anyone reproduce a number. So this site prints the model’s own published scores and never recalculates them. Fitting curves to a handful of published results until they matched would produce a table that looked researched and was invented, which is the one thing a ranking may not do.

How much research is behind any one score

Not every row is equally researched, and the ranking says so on every row rather than in a footnote. Three tiers travel with the numbers:

• Calibrated deeply researched, argued over, and the tier the leaderboard is built from.
• Provisional indexed and scored, not individually re-examined. Treat a provisional score as a placeholder with a number on it.
• Historical Index figures whose careers predate most of the record the model draws on, placed from what the historical record supports.

A ranking that prints thousands of scores in one undifferentiated column is claiming a depth of research that exists for a fraction of them. The tier is the correction for that, and it is the reason this page exists.

Championships

Title equity is weighted by promotion, tier and era, with diminishing returns — so a twentieth reign is not worth what the first was, and belt proliferation in one decade cannot outweigh a career in another. World titles carry full or near-full weight; secondary, tag, trios, specialty and novelty championships are discounted. Where two promotions recognised the same reign, it is counted once.

The lineages tracked:

• WWE/WWF/WWWF
• WCW
• NWA
• AEW
• TNA/Impact
• ROH
• ECW
• NJPW
• AJPW
• NOAH
• AWA
• CMLL
• AAA
• Stardom
• Original World Heavyweight lineage

What the PWI 500 is used for

Thirty-five years of Pro Wrestling Illustrated’s annual list, 1991 to 2025, sit behind this project — 17,500 placements. It is used as a discovery and career-recognition input: it is how a name enters the universe at all and evidence that somebody was visible in a given year. It is not a vote on greatness, and its density in recent decades is precisely the modern-era bias the historical correction exists to undo.

The rules the model holds itself to

• No wrestler-specific rank override.
• External GOAT lists are sanity checks, not targets.
• Jim Cornette's public philosophy is a calibration input, not the ranking authority.
• PWI 500 is a universe/career-recognition input, not a direct GOAT vote.
• Modern data-density bias must be corrected.
• Drawing power, crossover, X-factor, crowd connection and sustained relevance remain distinct concepts.
• Jointly recognized title lineages should be de-duplicated for scoring when appropriate.
• Broad database evidence tiers must remain visible; provisional rows are not equal-confidence to calibrated rows.

What this model cannot know

Worth saying plainly, because a two-decimal score projects a confidence no ranking of an art form has earned:

• It cannot watch a match. Every craft factor is a human judgement entered as a number. The arithmetic is reproducible; the judgements are opinions, and opinions with decimal places are still opinions.
• The record is thinner the further back it goes. Gate receipts, television ratings and match results survive unevenly, and territories that never had a national television deal are underrepresented in every source this draws on.
• Drawing power is contaminated by everything around it. A wrestler on top during a boom and a wrestler on top during a bust are not being measured on the same axis, however carefully the era correction is built.
• Careers in progress are guesses. That is exactly why the future-potential term is capped at roughly +0.875 points and nothing like it reaches the rest of the model.
• A ranking is an argument. This one is published with its formula, its factors and its uncertainty attached so the argument can be had properly. Disagreeing with it is the point.

Sources

The scored model is The Workrate Report, certified version v4.2. Career and championship records draw on Pro Wrestling Illustrated, profightdb and thesmackdownhotel. Every page in this sector is generated from one data file and nothing is hand-typed into the HTML, so a corrected score is one regeneration away.

Facts only, and deliberately: names, reigns, dates, placements and scores. No photographs, no promotional artwork, no logos, no lifted biographies — naming a promotion and a championship to say whose title it was is nominative use, and reproducing what they made is not.