About this site

What this is

WPBL Stats is an unofficial statistical reference for the Women's Pro Baseball League: standings, the full schedule, box scores with play-by-play, sortable leaderboards, and a season line for every player who has appeared in a game. It is a fan project, not affiliated with or endorsed by the league.

Where the numbers come from

Everything here is derived from the league's own public live-stats feed — the same data that powers the official game center. As games are played, each response from that feed is recorded verbatim into an append-only archive before anything parses it; the database behind these pages is derived from the archive and can be rebuilt from it at any time. Every stat on the site traces back to a specific captured response.

How a game is checked, and what happens when it fails

The official box score leaves out any stat that is zero, so the play-by-play is the only complete record of a game. Every batting and pitching line here is rebuilt from that play-by-play, play by play, and then checked against the official totals the feed publishes for the same game. The two have to agree exactly. Where they do, what you are reading is this site's own line, rebuilt and proved. Where they don't, the site publishes the league's own figures for the lines involved rather than publishing nothing — the number is still there, and it is the league's rather than ours.

So every batting and pitching figure on this site is one of two things: rebuilt from the play-by-play and proved against the official box score, or the league's own. Which of the two is said per page, not per figure. A page whose season totals, leaderboards or game logs draw on the second kind carries a notice at the top saying so and linking to the games it means; individual figures, leaderboard rows and season totals carry no marker. That is a deliberate limit, and it has a cost worth stating plainly: a number lifted out of its page — screenshotted, hotlinked, quoted back to you by something else — leaves the notice behind, and nothing travels with it to say where it came from.

A game's own page is the exception that needs no notice: a box score there is the league's box score, shown as published, whichever way the check came out. Nothing on it is rebuilt, so there is nothing on it to disclose.

That page is the whole of the detail: which games, what disagreed in each, whose lines came from the box score, and the raw figures on both sides. Nothing there changes a number — it explains, and the explaining and the correcting are kept apart on purpose. Nobody goes in afterwards to supply a figure that neither the play-by-play nor the box score carried.

A line does not have to stay the league's. The feed keeps revising a game for days after it ends, so a line that failed the check on the night is often reconciled by itself a day or two later, and for a period after each game we keep listening and keep re-checking. The other route is ours and slower: when the fault was in how this site read a clause of play-by-play, that is a bug, and because the archive holds every original response, fixing it and rebuilding the game from the archive turns the league's figures back into proved ones. What neither route reaches is a game whose play-by-play is itself damaged — innings that appear in the box score and in no play at all, a clause published with its verb missing. If those plays are never republished, those lines stay the league's indefinitely. There is no date on that.

Fielding is the exception to all of the above, and it is a standing one rather than a per-game one: fielding is not rebuilt here at all. Those figures are the league's in every game, so there is nothing to prove and nothing to disagree, and no page says it per game because it is true of all of them.

What the league's own site adds

Player portraits, club logos, and biographical details come from the league's site. They are shown from where the league publishes them — no copy is held here — and credited where they appear.

So does everything about a game that is not a statistic: the stadium, the ticket link, the ways to watch, and the start time, which the league states to the minute and in the zone it is meant in. The league keeps its own record of each game for that, and each record is joined to a game here by an id the league fills in once that game has gone final — and before that, by the date and the two teams the record names.

A record the league has posted and not yet finished filling in has nothing here to join to: no id, and often no time and neither team either. That is what a fixture waiting to be played looks like rather than something gone astray — the game is on the schedule regardless, with the start the feed gives it, and the record joins itself as soon as the league completes the entry. Of the 40 game records the league publishes today, every one is joined to a game here.

The league

The Women's Pro Baseball League is professional baseball played by women: four teams, an inaugural season that opened on August 1, 2026, and a September postseason every club reaches — a best-of-three semifinal round, then a best-of-five championship series. For league news, rosters, and tickets, see the league's official site.

The fine print

These are not official statistics, with the exceptions named above and one more: the standings table is the league's own, published by the feed and shown here in the order they rank it, rather than computed from anything on this site.

Contact

Spotted a wrong number, a missing player, or a broken page? Email voting_wheeler9v@icloud.com.