ZestWin Data Desk

The Data Desk is the collective byline for zest.win’s esports forecasts and performance analysis. It is operated by the ZestWin team, which maintains the prediction service and this blog. Read more about ZestWin.

Data and forecasts

Articles use match schedules, recorded results, available market odds and zest.win model forecasts. Coverage and available evidence differ by game and match. Article tables, source links and forecast snapshots identify the evidence used; a preview is a dated analysis, not a continuously updated forecast.

Our methodology explains the prediction process and its limitations. The model track record shows publicly evaluated forecasts. A probability is an estimate, not a guarantee.

AI and authorship

The blogbot drafts analysis with AI from structured match facts. It also assembles tables, links and snapshot notes. Automated checks can catch some unsupported numerical claims, but cannot establish that every interpretation is correct. Articles with recorded AI provenance disclose it in their author card. Individually attributed articles retain their author’s byline.

Human approval

“Reviewed by” identifies the public username of the signed-in admin or moderator who approved that version for publication. Approval is separate from authorship. Saving changes to a live post in admin also approves that version. Other content edits clear the previous approval until approved again.

Automatically published articles have no human reviewer recorded. Older articles whose review or creation method was not recorded say so; we do not retroactively invent approvals.

Corrections

To report an error, contact the ZestWin team with the article URL, the disputed statement and supporting evidence. Corrections are made through the editorial workspace. Changes to forecasts after an article’s snapshot are distinct from errors in the original analysis.