Every Column Blank: The Audit of Asian Cricket's Data Market That Nobody Runs

Last week an analysis report landed on my desk in Delhi. Twelve pages, eight sections, a ready-made table in each — and in every single cell the same entry: "Insufficient information, cannot assess." No player name, no format, no venue, no date. The document that was meant to be an investigation of a match came back as a question about itself. I read it three times, assuming an annexure had been left out. It hadn't.

Thirty years of cutting copy on the night desk teaches you one thing: a blank space is never blank. Where there is no fact, an assumption sits down, and assumptions are never audited. That report became news for me because Asian cricket's entire analytical apparatus rests on exactly these blank cells — and in the rush to fill them, nobody asks why the cell is empty.

Context

Cricket data in Asia is a three-storey building. At the bottom, the broadcaster — camera, speed gun, wagon wheel, and a former player in the commentary box saying "the ball holds on this pitch." On the middle floor, the data providers who convert those frames into a ball-by-ball log. At the top, boards and franchises who use that log to decide selection and valuation. There is a staircase between the three floors — and that staircase is never audited.

On 14 June 2026 the BCCI sold the IPL's media rights for the 2026-27 cycle for ₹48,390 crore. The market counted the money; every channel built a graphic. Nobody asked who had verified the data underpinning that valuation. At the mega auction in Jeddah on 24-25 November 2026, every bid had a spreadsheet behind it — but the spreadsheet's source, its date, its sample size, were never made public.

The hybrid model of the Asia Cup 2026 was the second face of the same asymmetry. One tournament, two host countries, two different pitch-reporting systems, two different levels of data transparency. The ACC still has no unified match-data standard. The body that owns the calendar does not own a glossary.

Take domestic first-class cricket. County Championship ball-by-ball data has been public in England for decades; the Ranji Trophy still has no comparably detailed, comparably accessible record. Yet India's selection system leans primarily on Ranji performance. It is a strange contradiction: the tournament that produces selections has the least verified data.

Core

My first geometry notebook dates to 2026. Sketching Cameroon's offside line, I learned that shape comes first and story second. I drew the same triangle until the match confessed its shape. In cricket that triangle is built from three points: field map, pitch map, matchup grid. Two of the three — field and pitch — are still drawn by hand in Asian cricket, and the third, the matchup grid, rests largely on inference.

The corridor is not a secret; it is a debt the pitch collects. Every captain knows the arithmetic of that fourth-stump channel, but it is documented nowhere. Watching domestic matches for years, I have seen the same bowler given three different fields by three different captains — with no shared data behind any of them, only three different memories. Memory is a source, never a proof.

The real problem here is not collection but adjudication. Ball-by-ball data has multiplied several times over in the past decade. But when the same player throws up three different strike rates from three sources — one domestic, one league, one international — who decides which one counts? Nobody. The selection committee picks its preferred source, and that choice usually matches the outcome rather than preceding it.

At board level the asymmetry is starker still. One member nation has full-time performance analysts; another has a laptop and an intern. ACC meetings discuss calendars and revenue, not performance standards. The result is that two teams walk into the same tournament carrying two different truths — one with a record of pitch temperature and moisture, the other with yesterday's newspaper.

The auction is Asian cricket's only public audit point. It is where valuation becomes visible, where comparison happens, where wins and losses are recorded. But an auction price measures price, not ability. A franchise paying ₹8 crore for a player is not making a claim about his ability — it is making a claim about its own needs, its own bidding strategy, and its scout's report. And that scout's report is often the same blank-celled document that arrived on my desk. Until that staircase is audited, every auction remains a large wager we dress up and call "strategy."

Contrarian

The obvious conclusion is that we need more data, and that it should be public. My experience says the opposite. Asian cricket has accumulated more data over the past fifteen years; selection accuracy has not improved. The reason is simple: the more data there is, the harder the adjudication, and the less institutional courage exists to perform it.

I will be accused of sitting here with old print habits. My argument is not anti-data; it is pro-audit. The blank report taught me this. The analyst who can write "cannot assess" is the one you trust. The one who fills every cell is selling noise. Fold the quarter first, then read the season between the creases — decide which period you are accounting for before you decide on the player. The most expensive thing in Asian cricket's data market is not a provider's server; it is the habit of saying the answer is not in my possession.

Takeaway

When a big bid lands on a player in the next auction cycle, ask the question the coverage will not: how many cells in the report behind that bid were blank? The day that question becomes public is the day Asian cricket's real audit begins.