Evidence-backed raid improvement
WarcraftIQ produces a shareable, evidence-backed argument that identifies a raider's habitual gaps against a named peer on a specific fight, and ranks the 3–6 habits they should change next raid.
Triste vs Ragrappy
Discipline Priest · Ragrappy the Unbound · P1
Triste casts/min
33.3
Cast rate gap
-34%
Triste HPS
122k
Smite /min
2.6
Recommendations
Stop using Flash Heal as a rotation spell
Smite is the most underpressed spell in the kit
Aggregate across every pull
A single pull is noisy — maybe you died early, maybe the raid wiped before you could ramp, maybe you were assigned differently. WarcraftIQ aggregates your behaviour across every pull you've logged on a fight this tier. This reveals your habitualpatterns, not the variance of a single attempt. When we say “you cast Smite 2.6 times per minute,” that's across 40 minutes of Phase 1 time, not one lucky or unlucky pull.
The aggregate also lets us separate phases. Phase 1 behaviour looks different from Phase 3 behaviour — different abilities are available, different mechanics demand attention. We detect phase boundaries automatically using boss cast gaps and present each phase separately so your Phase 1 filler habits aren't muddied by burn-phase cooldowns.
Smite Gap vs Reference — 7 Weeks
Gap closing over time as habits improve
Casts/Min — Subject vs Reference
Compare against a named peer
Percentile rankings tell you that you're behind, but not why. WarcraftIQ compares you to a specific, named reference player — someone in your spec, at your difficulty, in a similar gear band. You see exactly which spells they press more often, which cooldowns they overlap, and which habits separate their throughput from yours.
The reference isn't abstract. It's a real player with a real log. You can open their Warcraft Logs report and watch the replay. When the analysis says “Ragrappy casts Smite 7.5 times per minute,” you can verify it. The comparison becomes a conversation you can have with your raid lead or your guild's class expert.
Act on ranked recommendations
Most analysis tools dump data on you and leave you to figure out what matters. WarcraftIQ ranks your gaps by impact and expresses each one as a specific habit change with evidence. “Stop using Flash Heal as a rotation spell — you cast it 3.8/min vs Ragrappy's 3.2/min across 40 minutes.”
The recommendations are written in coach voice — direct, argumentative, citing numbers. They're designed to be dropped into a Discord channel and read cold. Your raid lead doesn't need context; the artefact is the context. Each recommendation links back to the spell-by-spell data so you can drill down if you want to, but most raiders just need the headline.
Ranked Recommendations
Stop using Flash Heal as a rotation spell
Smite is the most underpressed spell in the kit
Power Word: Shield needs to nearly double
Ready to improve?
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