These rankings offer a little bit of a shift in perspective to those you’ll see elsewhere, because they completely ignore the total number of runs scored (or wickets taken) and look purely at ball-by-ball performance. They aren’t better or worse than the absolute rankings, but they are different… and we like different!

The epitome of this is Jemimah Rodrigues, who has looked poor value in terms of her absolute numbers. She was one of the most expensive players in the competition, costing Delhi Capitals 2.2 Cr – twice as much as Meg Lanning – but while Meg Lanning was the top run-scorer in the group stages with 310 runs, Jemimah was well down the pack, at 22nd with 117 runs.

And it is true that Jemimah has not been in the best of form – she’ll be disappointed with 117 runs and a highest score of 34*.

But what the metrics show is that even when she is out of form, she maintains her ball-by-ball numbers like (almost) no one else. She might not be finding the boundary, but she is getting off strike, taking a single every 1.8 balls (by far the lowest number of balls per single in WPL) and running like the clappers to also take a 2 or 3 every 15 balls. And this is what you want in short-form franchise cricket – no one is going to be in form every tournament, so what you need is players who will adapt to their lack of form, and not waste deliveries trying to bat themselves back into form at the team’s expense.

(It is even more important in The Hundred, with its ultra-short format, which is why it is a pity Jemimah priced herself out of the market by setting her reserve price to the top salary band. But to be fair, if I’d just made £220,000 in the WPL,  I probably wouldn’t think £25,000 was worth getting out of bed for either, so no shade on her for that!)

Compare and contrast with Ash Gardner – another of the highest-paid players – who after a brilliant T20 World Cup also struggled for form at WPL, but who seemed to let that get to her and didn’t really deliver in either absolute (10th) or ball-by-ball (15th) numbers.

Unsurprisingly, the highest-ranked English player in the ball-by-ball metrics is Alice Capsey. Capsey is the personification of the ball-by-ball approach to cricket, and as such I suspect we’ll look back on her debut in The Hundred as a watershed moment in the history of the women’s game. She came in, aged 16, and showed that you could go at a strike rate of 100 from ball one, and it changed people’s expectations. She’s yet to make a really big score, but she will… and does it really matter anyway if she’s hitting at 13.5 runs per over when she’s in the middle?