Live demo · Launching July 2026

Grip utilization

This is RaceQ running real telemetry through our tyre model. Compare two laps to see exactly where grip is won and lost, drag the track map to scrub, and the four-tyre grip envelopes and readouts resolve on one synchronized cursor. No install, no login.

Synthetic reference lap · 34,574 telemetry samples Loading lap…
Reference lap · Lap 1
Grip used · Lap 2 vs Lap 1
Lap 1 higherLap 2 higher
Lap time --
Speed --
FL grip used --
FL grip envelope
FR grip envelope
RL grip envelope
RR grip envelope

A single instrument for analysis & simulation.

Channels, models, and lap geometry live on a single synchronized timeline. Move the cursor, and every view—track, grip ellipse, utilization—resolves together.

PLOT / UTILIZATION DRAG TO SCRUB ›
01 / READOUT

Every view on one cursor.

Channel plots, track geometry and the tyre envelope share a single t index. Drag anywhere—the rest of the instrument follows.

  • 01Analyze telemetry, fast.CSV · MF4
  • 02Model-backed interpretation.MF 5.2
  • 03Grip envelope & utilization.DYNAMIC
  • 04Compare runs & setups.DELTA

An engineering UI, not a dashboard.

Four linked workspaces: a control center, analysis plots, simulation envelopes, and a full workflow view. Calm, dense, and consistent.

Built for engineers who close the loop.

RaceQ fits the way race engineers already work—shortening the distance between data and decisions, whether it’s a Thursday test day or a 20-minute qualifying session.

OP / 01
Semi-pro & club-level teams
Convert test sessions into setup direction faster, and communicate the change clearly across the team.
TEST / DAY
OP / 02
Race engineers under pressure
Cut guesswork loops by tying telemetry patterns to vehicle-model explanations instead of pattern-matching alone.
TRACK / SIDE
OP / 03
Driver coaches & data analysts
Show grip utilization and envelope margins next to driver inputs—an evidence layer for coaching conversations.
COACH
OP / 04
Enthusiasts, sim & academia
Study vehicle behavior at an engineering level—build setups that translate between track and simulation workflows.
SIM / EDU

Traditional tools show you what happened.
RaceQ explains why—and what to change.

Measurement alone plateaus. At the limit, the useful question is not “what did the car do?” but “how close was it to what it could do”—and in which phase of the corner.

RaceQ ties measured telemetry to a running vehicle model. You see the channel and the margin to the envelope, on the same cursor, in the same tool. No export gymnastics. No tool-switching. One decision loop.

01 · Loop
Signal setup
Analyze, interpret and validate—without switching tools or losing context.
02 · Interface
Calm · dense
Designed like an instrument: whitespace, hierarchy, nothing to click past.
03 · Model
MF 5.2
Pacejka-family tyre model, combined slip, grip envelopes by live load.
04 · Adapt
Modular by design
Extends to your workflows, vehicles and data sources—built to grow with the team.
REQ / ACCESS

See RaceQ on your data.

Send a short note with your role, dataset format (CSV, MF4…) and what you’re trying to understand. We’ll reply with next steps and availability.

CH / CONTACT
Email us