Fiora official champion artworkCHAMPION LAB · EARLY DATA
FIORA LAB

Find the angle.
Time the answer.
Finish the challenge.

Measure Q and attack transitions, E follow-through, Riposte counterattack timing, ultimate commitment, and combat movement.

WHAT TO WATCH

Fiora’s inputs are measurable before her vital geometry is.

The current pack scores deterministic sequencing while vital hits, successful parries, and Grand Challenge completion remain hard-gated.

Early dataWe wait for enough players before calling something a benchmark.
Exact actions measured One score per player Compared by current rank Missing evidence stays unavailable
attack weaving

Attack-to-Q transition

What it measures
Numerator: summed delay from a verified attack impact to the immediately following Lunge within 1.25 seconds. Denominator: qualifying attack→Q pairs. It measures execution cadence, not whether Q direction or target was optimal.
Why it matters
Less elapsed time can increase action density and reduce reaction windows. Faster is useful only when the surrounding target and safety state make the action correct.
MASTER0.30sn=1 · 1 eligible games · early sample
CHALLENGER0.33sn=3 · 3 eligible games · early sample
Observed medians run from 0.33s in challenger to 0.33s in challenger.

3 players across 3 eligible replays in 1 ranks.

Curves show observed player distributions. Anything the AI could not see in the replay is unavailable, never scored as zero.
FIORA REPLAY LAB

Lunge cadence, attack weaving, and commitment by rank.

44 rank-linked replays from 20 players; only four contain usable champion spell evidence. All results are preliminary.

Your metrics
0/12
Players
20
Player-games
44

How Fiora mechanics are measured

Nine deterministic sequence metrics calculate. Vital conversion, threat-parry success, and ultimate completion remain withheld.

Games analyzed 9/9/2026 · Player names removed · Rank uses each player’s verified current tier.
LEARN FIORA

Turn mechanics into better decisions.

See what matters, when it matters, and one drill to take into your next game.

MECHANICS LIBRARY

The Grand Duelist, made measurable.

01Observed

Attack→Q transition

Measures the mechanical handoff from an attack into Lunge.

Measured as
Median seconds across eligible attack-to-Q pairs.
Training drill
Alternate attacks and Q without cancelling the attack windup.
02Observed

E two-hit follow-through

Shows whether the two-attack E sequence completes inside its deterministic window.

Measured as
Eligible E casts followed by two attacks divided by E opportunities.
Training drill
Practice target continuity through both attacks.
03Contextual

Riposte counterattack

Measures how soon an attack follows W, not whether W parried the correct threat.

Measured as
Median W-to-attack time inside eligible windows.
Training drill
Review the incoming ability first; counterattack speed is secondary.
04Coverage gated

Vital conversion

A real vital score needs facing, vital side, Q endpoint, target identity, and damage attribution.

Measured as
Unavailable until the AI can reliably see geometry and state in the replay.
Training drill
Review approach angle and exit vital before committing.
MATCHUP APPLICATION

The same score can mean something different by lane.

VS

Jax

Timing

Lane ruleRiposte must answer his threat window, not simply precede an attack.

Best windowAs Counter Strike resolves or becomes predictable.

WatchW timing · attack→Q

VS

Camille

Geometry

Lane rulePreserve Q to change angle around her empowered trade.

Best windowAfter her shield or hookshot is committed.

WatchQ follow-through · movement

VS

Malphite

Resource pressure

Lane ruleDo not mistake activity for progress into armor and attack-speed reduction.

Best windowWhen key cooldowns are spent.

WatchE completion · damage context

GAME PLAN

Use the mechanic for the right play.

Parry the threat

W→attack timing is a follow-up measure; successful threat denial needs richer evidence.

See the matching mechanic

Challenge discipline

R→Q shows commitment, while four-vital completion remains unavailable until state tracking validates.

See the matching mechanic
HOW WE KNOW

See exactly what is measured.

We show patterns only after enough real players support them. Early results stay labeled, and missing information stays unavailable.

Measured in replay Coaching guidance Early pattern
Open measurement details
9 mechanics measured

Every result defines what counts, when it applies, and which actions are excluded.

3 things we cannot score yet

passive vital conversion, Riposte threat-parry success, Grand Challenge vital completion stay unavailable until the replay shows them reliably.

KEEP READING

The Fiora lab is one study of many.

Open the research library