How the tables are built

Data sources

The site uses public schedule and standings sources connected to MLS NEXT, ECNL Boys, and ECNL Girls. Each league has its own source format, so the export process normalizes league, age group, conference, team, match date, score, venue, and status fields before static pages are rendered.

League Tables is independent. It is not affiliated with MLS, MLS NEXT, ECNL, AthleteOne, Total Global Sports, Modular11, or any listed club. Official league pages remain the authority for roster questions, eligibility rulings, schedule changes, forfeits, weather decisions, and competition administration.

Refresh cadence

The data pipeline is designed to pull the public league feeds, normalize each league into the same internal shape, then render all static pages from that shared model. The site can refresh recent windows more often than older archive data so current scores are picked up without treating every historical page as newly changed.

If a public feed is unavailable, the site preserves the last useful version of generated pages instead of replacing them with empty output. That keeps visitor routes stable while making it clear when fresh schedule rows are not available.

Standings calculation

Standings are calculated from the completed matches available in each conference slice. A win is worth three points, a draw is worth one point, and a loss is worth zero points. The table also tracks matches played, wins, losses, ties, goals for, goals against, goal difference, and points per match. The standings glossary explains the table columns in plain language.

Points per match is included because youth soccer schedules can be uneven. It helps compare teams that have not played the same number of matches, but it is an explanatory statistic rather than an official tiebreaker unless the league says otherwise.

Recaps and match cards

Conference pages include a short recap generated from the same results and upcoming matches shown on the page. The recap is meant to summarize the slice, not replace the match list. The pages are server-rendered so visitors can read standings, recap text, and match cards without waiting for JavaScript to rebuild the page.

Team pages are available after you navigate into a conference. They are useful for following one club's schedule, but conference pages remain the best starting point because they show the table and the full group context together.

Logos and names

When public source data includes a team logo that can be cached and served reliably, the site uses it to make tables easier to scan. If a logo is missing or cannot be localized, the page shows a neutral placeholder. ECNL source names sometimes include age suffixes such as ECNL G09 or ECNL B10; the site keeps raw names in data while displaying cleaner names for readers.

Limitations

Public sports feeds can contain late changes, missing scores, duplicate team labels, or venue text that differs from what clubs share directly. League Tables should be treated as a helpful browser and summary layer. Before making travel, roster, eligibility, or administrative decisions, check the league or club directly. For more detail, see about LeagueTables data.