Hero Lab

Dates are game-night dates (ET). Only the Dossier stands still — it reads two clocks on its own.

Tap a header to sort · tap a row for the rivalry table. K/D/A per 10 minutes ON the hero (exact, from per-hero playtime); DMG/HEAL/FH per 10 from pure games — every role gets final hits, not just DPS. CTX = avg odds your team had those nights. ±EXP = win% − CTX. Heroes under 5 games are hidden — one-off picks aren't evidence.

Per-10 rates while actually on the role (≥90% of the match on that role's heroes; swapping healers counts). SCORE = the lobby's own weights (GC, 7/21). DPS: final hits 30 · kills 30 · damage 30 · deaths −10. Tank: absorbed 35 · kills 15 · damage 15 · assists 10 · deaths −25. Healer: heals 35 · assists 25 · kills 5 · deaths −35. The game's own MVP picks crown kills in every role, healers included, so we don't use them. 5+ pure games to qualify.

What the data can't see (and we won't pretend it can): WHO you killed, point time, stalls, clutches, speed back to the fight. Those live in the replays and the group chat.

Win rate can't tell you how good you are, because we choose the teams. Balance a weaker player onto a strong side and their win rate drifts up toward 50; split the best players apart and theirs drift down toward 50. Everyone converges on 50% and the number stops meaning anything. True strength fixes that: one rating per player fit across every decisive custom at once, where each game holds your teammates AND your opponents to account (a Bradley-Terry model — the same maths behind chess ratings, generalised to teams). Because it's estimated jointly, who you got placed with cancels out.

A career rating and a current rating are not the same thing, and we don't mix them. Every player carries ONE career coefficient, which means a player whose games are mostly from 2025 is credited with having beaten the averaged version of opponents who have since got much better — so an old rating reads too high. The lobby today is harder than the lobby that produced those games. NOW is fit on the last 90 days only and is the column that counts; Career is the whole record, older games faded on a 150-day half-life. Anyone under 20 games in the last 90 days gets no current rating at all rather than a flattering old one.

Read the gaps, not the order. The model separates the top of this board cleanly, but it does NOT separate every neighbouring pair — a gap that close is inside the model's own margin: refit it on either half of the record and pairs that close trade places. Treat anyone within about 1.5× of each other's power level as a tie.

It can also price a line-up nobody has ever played — it composes individual ratings instead of needing that exact five to have happened. That's the whole point: we never have to run a comp we all know is a walkover just to prove it was one.

Everyone, same window. Tap a header to sort. ±EXP = win% minus the odds your teams had those nights (as-of-night ratings, draws = half a win) — the anti-"carried by a stacked comp" column. Win% is draws-neutral — wins ÷ (wins + losses), draws shown in the record but not held against you (Alan's motion, ratified 7/21). KDA · Solo/g · DMG/g · HEAL/g · TAKEN/g are here for full parity with Michael's board (his columns, our conventions) — the output columns average lobby-detail games only, so a brand-new night reads blank, never zero.