The Spreadsheet Beat the Auction Room: Kabaddi's Real Battle Is in the Data, Not the Speeches

In the summer of 2026, seventeen and in my second year of junior college in Pune, I watched the Pro Kabaddi League's Season 5 auction with a homemade Google Sheet open — raid points per raid for every raider across Seasons 1–4. The studio panel on screen was applauding the big-name buys, and in the same breath I was live-tweeting 340 posts arguing that Patna Pirates' retention of a twenty-year-old Pardeep Narwal was worth more than any purchase in the room. Six months later the ledger spoke: Narwal finished with 369 raid points and a third straight title. An editor DM'd me asking for a 900-word explainer. Since then I have not written a word about kabaddi without a spreadsheet.

I am not telling this story to prove myself. I am telling it because what is happening in this year's tournament cycle is a larger version of the same thing. We are in an era where kabaddi coverage is India's most data-literate sports journalism after cricket — Super 10s, High 5s, do-or-die conversion, bonus-line raiding — and yet the bulk of previews and post-mortems still orbits the four-yearly Asian Games, as if the seasons in between were never played. Nobody asks when the auction room became the decisive venue, because the panel wants stories, not ledgers.

The auction had already won before the room opened

My whole method starts with one question: what is this franchise's base price to last-season raid-points ratio in its raiding department? That is not a romantic question, it is a portfolio audit. When a team picks up a raider at an 80-lakh base price whose successful raid percentage last season was 38, the studio applauds and a red flag goes up in my sheet. Six months later that same raider collapses to 22 percent in do-or-die and the team misses the playoff threshold.

The railway-clerk-to-crore-contract arc is the best economics story in Indian sport, but it only becomes a story when you connect it to the data. Otherwise it is just an emotional package replayed after every auction. I have logged every major retention and major sale in PKL Seasons 1 through 12 in my ledger, and the pattern is clear: teams that run their raiding department like a stock portfolio are near the top of the table three months after the auction; teams that treat star purchases as trophies are still looking for explanations by season's end.

This is not a revolutionary insight. It is what happened in cricket two decades ago — IPL auctions are now read like Moneyball, and no editor accepts a season preview without a value-for-money chart. Kabaddi has come only halfway. We print the numbers — Super 10s, High 5s — but we do not connect them to decisions. The real outcome of the auction room shows up in next season's table, and we have not yet built the habit of grading it.

The dubki is a coach's decision, not a moral decline

Now the part where I will annoy you. Many old-school coaches and commentators say the dubki and running hand-touches have killed kabaddi's "true spirit." That the old hold-and-tackle kabaddi had a masculinity that has now been replaced by bonus-line trickery. I disagree, and I have more than an opinion — I have data.

Look at that 12,400-raid sample I pulled during the 2026 pandemic from PKL Seasons 1 to 7 — that dataset is still the first thing I open before any analysis. One thing is clear in it: teams that prioritised running hand-touches and bonus-line raiding consistently had a higher average raid-points per raid than teams that stuck to the old hand-touch and hold-and-tackle school. This is not moral decline, it is a loss on merit. The dubki is a coach's decision — he knows the corner defender's movement is limited and bending low to touch is the most efficient weapon against him. Calling this "the killing of spirit" is like calling T20 "not real cricket" — it is not a debate, it is the convenience of an older generation.

There is a danger here that I myself pass through. The data desk is my home, and PKL's numbers are so seductive that a corner defender's voice feels faint next to a tackle-points rate. So I have my own rule: at least one mud-court or dressing-room scene per piece, with a named raider or cover. On a mud court in the Haryana-Punjab belt I once heard a coach say that running touches work on grass but feet slip on mud, so he had stopped his raider from pressing the bonus line. That was not a number, that was a decision — and it does not show up in any spreadsheet. The number explains, the scene persuades.

The turf war: two codes, two bodies, one sport

Now to the thing that is the real controversy and where I place my bet. Kabaddi has two codes — Circle Style, which rules the fairs and tournaments of rural Punjab and Haryana, and Standard Style, played in the PKL and the Asian Games. And there are two bodies claiming the "real" kabaddi is theirs. Much journalism treats holding both in the air as a sign of sophistication. I call it laziness.

The asymmetry is the story. Look at who controls selection, money and broadcast. Circle Style tournaments run on local TV and YouTube, prize money is in lakhs, and there is no direct pathway to the Asian Games. Standard Style has the Star broadcast, crores in the auction, and the national selection pipeline. That is not balance, it is asymmetry — and the journalist who waves it away as "both have their place" does not tell the reader which side holds the power.

The asymmetry is even more bitter in the women's game. Women in kabaddi have won four Asian Games golds and still do not have a franchise league of their own. The PKL is men-only. Whenever I talk to any woman player, the same question repeats: we have to wait four years to be seen on TV. This is not a data gap — it is a gap in financial decisions. And until we can even imagine women's league data, any story of "kabaddi's rise" will remain half-told.

They kept shouting that Iran could have been beaten

Here I must face the question I get after every major tournament. Jakarta 2026 — India lost the Asian Games kabaddi gold for the first time. My post-mortem was titled "The Gold Was Never Guaranteed," and it drew 60,000 reads and one furious phone call from a federation official. My argument today is the same, and it rests on data, not emotion.

The defeat was caused by the selection system, not by talent. Iran's defence comes out of a wrestling tradition — the infrastructure of their tackle technique came from the akhadas of wrestling and boxing, and it is built for the cover against running touches. India selected on reputation that year, not on form and fitness. I keep a standing document titled "Reputation vs Data," and I reopen it before each major event. That year the gap between the two was 14 points — the difference between Fazel Atrachali's tackle numbers and the slow recovery of the Indian cover was the final score.

So since 2026 I have never written a "guaranteed gold" preview. In every preview I name the co-favourite first. And this is not only the men's case — in the women's game the real contest is Chinese Taipei and Korea, not Pakistan. Coverage that frames every contest as India-Pakistan blurs the actual competition. Iran is co-favourite among the men, Chinese Taipei is the threat among the women — that is the first sentence of every preview I write.

The empty stand was not silence; it was a ledger of absent noise

In May 2026, when the Bundesliga returned behind closed doors and the pandemic erased the PKL season, I launched The Empty Stand — a newsletter and a fourteen-episode podcast asking what sport loses without a crowd. I spoke to a Maharashtra kabaddi coach about the silence in a mud-court final, and over four months I logged that 12,400-raid sample from PKL Seasons 1 to 7 that became the base of my work. Several other projects died unfinished — a football analytics bot, an esports podcast, a circle-style kabaddi documentary. Only the raid database survived, and it is still the first thing I open.

That period taught me one thing I carry into every piece: the crowd changes strategy. In a packed stadium the pressure on a raider to press the bonus line rises because noise confuses the mind; in an empty hall the do-or-die pressure drops and long raids succeed more often. This is not philosophy — it is match data tied to broadcast format. Every tournament feels like a controlled experiment when I separate crowd size, heat, format and geography from the noise.

Kabul, Jakarta, and now — a question I still carry

Now the question that is the essence of this whole piece, and one I do not have an answer to. Attempts to make kabaddi an Olympic sport have failed twice — Tokyo and Paris — and the reason was not only politics. The Olympic Commission's participation-spread conditions are clear, and they include the global spread of the women's game. Until women get a platform like the PKL, any claim of "global kabaddi" built on the success of a men's league will remain dishonest.

And this is my real worry, which does not come from data but from the empty stand I heard in 2026 and felt again in this year's tournament. The tournament cycle compresses emotion — every four years a wave of national fervour arrives, TV panels fill up, and then the same sport is played the next year in the same stadium with half the seats empty. If kabaddi's future is decided in the auction room, we must also see whose seat is there — the raider who came from the mud court, or the franchise that wants profit in six months. I have the auction room's ledger, the ground's data, and the memory of a stand that was empty. The answer will come when next season's table matches the sheet I opened before the auction. Until then, I will stop predicting and keep auditing the room.