Built by a fan, for fans
751 players. 50 seasons. Dozens of stats. The data vindicates Michele Fitzgerald, supports what fans have long argued about Parvati, and identifies Ozzy's Cook Islands as the greatest single-season performance ever played.
Baseball has WAR. Basketball has PER. Football has QBR. Survivor --- 26 years, 50 seasons, 751 players --- now has the Torch Score.
Survivor-Reference (survivor-reference.com) launches today as a statistical reference site that treats Survivor like the pro sport it is. The site was created by Chris Colton, aka Chris the PR Guy, a sports communications professional, former sports editor, and web designer whose career has spanned radio, digital content, and PR for national and international sports brands.
"Seven hundred and fifty-one people have played this game at the highest level across nearly three decades. They've built strategies, rivalries, legacies. I wanted to give the competition the same statistical respect we give the NFL or MLB," Colton said. "And then let fans argue about what the numbers mean."
The Framework
Survivor-Reference tracks every player across every season with 15 original statistics organized into three pillars, mirroring Survivor's iconic framework of Outwit, Outplay, Outlast.
The Outwit pillar answers the questions that drive Survivor's strategic game: How often did you vote for the person who actually went home? When people came for you, did you survive? Did your idol plays matter, even a little bit, or were they wasted? How visible were you as a target --- and did that visibility cost you?
The Outplay pillar measures what happened when the whistle blew: How dominant were you in individual immunity? What's your challenge slugging percentage? Are you a puzzle specialist, an endurance threat, or a precision player? And how do you stack up against every competitor who's ever played?
The Outlast pillar captures the bottom line: How deep did you go? What percentage of the jury voted for you? How many days was your torch actually lit?
Underneath the 15 advanced stats, the site tracks the raw numbers fans care about: days played, total confessionals, votes received, individual immunity wins, idols found, idols played, giving every player a full statistical profile from Day 1 to Final Tribal Council.
The Torch Score is the site's flagship composite: a single-number career rating combining all 15 stats with bonuses for winning, making Final Tribal Council, and playing in returnee seasons. It's Survivor's answer to WAR: one number that captures a player's entire body of work.
Jeff's Index takes a different angle entirely. It quantifies how much Jeff Probst and the production team invested in a player's screen presence. Confessional share, confessionals per episode, and a curated "Probst Player" bonus for the 31 competitors Jeff treats with singular reverence --- the ones he calls by last name with a different energy, the ones who appear on his published top 10 lists, the ones on his self-declared Mount Rushmore. If Jeff says your name and the audience gets chills, you probably score well here.
The full methodology is published at survivor-reference.com/methodology.
The 150 Club
The Torch Score scale is open-ended, but only one player has ever broken 150: Tony Vlachos, at 150.1. The founding and sole member of The 150 Club.
"The 150 Club is Survivor's 500 Home Run Club," Colton said. "You have to win multiple times, play multiple seasons, and perform at the highest level across the board. Tony's the only one who's done it. For now."
The Stories the Data Tells
The framework also surfaces narratives the Survivor community has debated for years and puts numbers behind them.
Ozzy Lusth holds the highest single-season base Torch Score in history for his Cook Islands performance, yet he lost to Yul Kwon.
Parvati Shallow and Boston Rob posted elite base scores in all-returnee seasons where they lost jury votes, supporting the long-running "robbed" narrative.
Michele Fitzgerald's career numbers land her among the top five Torch Scores in history --- data-driven vindication for one of the show's most debated winners. Her controversial Kaoh Rong victory? She earned it, according to the base Torch Scores that season.
And Ghost Island's controversial tie is reflected in a near-statistical deadlock between the finalists: Wendell Holland at 85.3 and Domenick Abbate at 85.0.
Badges and Deep Cuts
Survivor-Reference awards badges for standout achievements: the Ghost badge for players who went an entire season without a single vote cast against them (27 players); the Unanimous Vote badge for finalists who swept the jury; and the True Perfect Game for the only two players in history --- JT Thomas and John Cochran --- who pulled off both in the same season.
The site also features dozens of custom badges, including Stealth R Us codenames for Phillip Sheppard's operatives, Black Widow Brigade membership, Operation Italy alliance honors, and a badge for Stephenie LaGrossa's filet mignon pizza. Because why not? This is supposed to be fun. Dangerous fun!
The All Stats Comparison Tool
Visitors can sort, filter, and compare all 751 players across every stat on the site's All Stats page.
Filter by winners only, returnees, era, or season type. Stack up every newbie from a Fans vs. Favorites season. Find the best celebrity contestant in Survivor history. Compare every pro athlete who's ever played the game. Identify the most dominant New Era winner by base Torch Score.
Or just search for your favorite player and see exactly where they rank against the entire 25-year field, stat by stat, pillar by pillar.
Built by a Fan.
Colton built Survivor-Reference as a passion project, vibe coded with Claude. He designed every stat, defined the methodology, and directed the full build across nearly 50 working sessions over the course of three weeks. Claude generated the Python stat engine, the data export pipeline, and the Astro/React frontend from Colton's specifications. The site's statistical engine is powered by the survivoR R package, an open-source dataset maintained by Daniel Oehm.
"I built this thing everywhere," Colton said. "During my son's taekwondo classes. Walking to the local Citgo for a snack. I was putting on the finishing touches at the Paley Museum's Survivor exhibit while standing in front of Jeff Probst's actual torch snuffers."
Colton's wife and son --- both devoted Survivor superfans --- inspired the project and kept him honest on the details. Before going public, Colton also shared the site with trusted superfans from the broader Survivor community for feedback and quality control, a process that sharpened both the data and the experience.
"This was built by a fan. It's going to grow based on what fans tell me they want," Colton said. "I'm looking for feedback. I want people to tell me what's missing, what's wrong, who deserves a custom badge."
About Chris Colton
Chris Colton is a senior public relations practitioner who has advised clients at the highest levels of international and U.S. sport. His career spans sports media, web design, and digital content, including several years at WFAN --- the nation's first all-sports radio station --- where he served as managing editor of the station's digital operation. His work has been featured in outlets including Axios, GQ, USA Today, NBC Sports, The Athletic, Sports Business Journal, BBC News, CNBC, SiriusXM NFL Radio, and Mad Dog Unleashed.
What's Coming
Season 50 stats are expected to update within a few days of each new episode airing. Upcoming features include prize money tracking, Fishy Award badges, and expanded comparison tools.
Survivor-Reference is live now at survivor-reference.com.
\###
Media Contact: Chris Colton | SurvivorReference@gmail.com | @SurvivorRef on X
Website: survivor-reference.com
Methodology: survivor-reference.com/methodology