The Scorer's Laptop: Who Builds Women's Cricket's Invisible Data Layer

On an April evening at a club ground in northern England, the first thing I noticed was a laptop. It was open before the toss, a free scoring app on the screen, tea in a thermos beside it. A Tier 2 women's county match: floodlights on, a few hundred spectators, two coaches pacing the boundary. Every ball the scorer tapped a key. Between overs a coach asked for the opposition's powerplay run rate and she scrolled until she found it. But the information that actually changes decisions — length, line, which batter looked settled, when the field moved — was going nowhere. Nobody at that ground was employed to keep it. Afterwards she told me the county covers her travel and nothing else.

I started The Offside Trap in a box room, so I always listen for the signal under the noise. That evening the signal was plain: beneath the fastest-growing commercial market in the game sits a fragile data layer held up by unpaid labour.

Since 2026, English women's domestic cricket has been formally split into two tiers. Tier 1 — eight counties including Lancashire, Surrey and Warwickshire — carries full professional contracts, training facilities and analysis departments. The rest sit in Tier 2, with far less funding, fewer fixtures and volunteers instead of full-time staff. Meanwhile the global market is airborne elsewhere: the WPL since 2026, Australia's WBBL, The Hundred, and in June and July the ICC Women's T20 World Cup lands in England. The money is climbing, the broadcast graphics are getting cleaner, auction prices are breaking records. Nobody asks where the numbers under the graphics come from.

That is the real story. Tier 1 counties now employ full-time performance analysts who log ball-by-ball data, tag video, count sprints and monitor workload. In Tier 2 that job is done by a scorer who might be a retired teacher or a player's parent, entering every delivery into a free app for nothing. A player's visibility is now determined by which county she plays for, not by how well she plays. This is not administrative trivia. WPL and Hundred auction lists are built on data; scouts skim video clips and number files to pick names. If a teenage seamer takes 2 for 14 from 22 balls in Tier 2 and her spell-by-spell record is never captured properly, she never reaches the list. Talent does not disappear. Talent goes invisible.

International cricket does not have this problem. Every Sophie Ecclestone over, every Nat Sciver-Brunt stroke, every Smriti Mandhana cover drive, every Ellyse Perry innings sits immaculately in a database, because international fixtures come with analysts, cameras and a budget. But international teams are built from domestic structures, and the data culture of those structures differs by country and by county. After England lost the women's Ashes in Australia 16-0 in January 2026, one of the questions raised was depth: why is the player pool immediately below the top so thin? Part of the answer is here. You cannot plan the development of what you do not measure. And if a system says selection is evidence-based while the evidence depends on a volunteer's spare evening, selection is really being made on geography.

It brings back Chloe Kelly's 110th minute in the 2026 Euro final. The moment that entered history stood on a decade of unpaid infrastructure — club volunteers, parents as drivers, part-time coaches, scorers. The same thing is happening in cricket now, and the cameras are pointed the other way.

The gap between commercial value and athletic value sits exactly here. Broadcast deals, sponsorship and auction money buy the finished product: the World Cup, the final, the star, the highlight clip. Nobody buys the pipeline, because the pipeline is a cost line, not a revenue line. Money poured in at Tier 1 will not trickle down on its own; the reverse is just as likely. The sharper the analysis departments at the top become, the more glaring the inequality beneath them looks — and the less visible the data-poor regions appear at the decision-makers' table, because success itself gets defined in the language of the well-instrumented counties.

The inspiration narrative around women's sport has an uncomfortable edge too. It is easy to celebrate volunteer labour — the dutiful mother, the devoted club official, the person who makes the tea. But the question needs to be precise: who pays for that scorer's laptop, broadband, software licence and flask? If the answer is she does, then the entire data layer beneath women's cricket has an owner, and the owner is not the game.

This June and July, England hosts the Women's T20 World Cup. Broadcast screens will fill with dot-ball percentages, economy rates, true shot rates, some new index nobody asked for. No one will ask who entered the ball, or who typed it in on a winter afternoon after a ninety-minute drive, on her own laptop. But for plenty of the players who will walk out in that tournament, those invisible hands are the ones that opened — or quietly closed — the door.