Data-led MLBB analysis

Ranked vs Pro Meta in Patch 2.1.88: What We Can Prove

Why MLBB Advisor keeps older MPL drafts separate until enough same-patch professional games exist.

By MLBB Advisor Editorial Team · Reviewed August 11, 2026 · Data through August 25, 2026

Ranked and professional play answer different questions. Comparing them is useful only when both samples describe the same patch. For patch 2.1.88, the current publication therefore starts with ranked evidence and labels older MPL data as a benchmark.

HeroTierPickBan

Paquito · nerfS Tier15.0%61.6%BelerickS Tier14.7%62.0%HiraraS Tier4.7%36.3%Atlas · buffS Tier9.6%15.7%MelissaS Tier10.4%4.5%Freya · nerfA Tier6.4%2.9%Eudora · buffA Tier20.5%37.6%Marcel · adjustmentA Tier1.9%14.3%

Why the pro comparison is separated

Patch 2.1.88 currently has 55 complete same-patch professional drafts. MLBB Advisor requires 12 complete series before professional evidence can influence the score and ramps it to full weight at 18 series. The visible Global patch 2.1.88 numbers are therefore context, not current-patch proof.

This conservative rule prevents a stale tournament sample from manufacturing “Hidden OP” claims. The comparison will unlock automatically after enough complete same-patch drafts are available.