How the numbers are computed
Generated 2026-07-08 · by Another One, LLC
Every speed, brake point and lap time in these guides is the output of a physics simulation — not a measurement, not a recorded lap, and not anyone's opinion of how a corner should be ridden. This page explains exactly what the model is, what it assumes, where it's weak, and how we sanity-check it before publishing a track.
The model
The simulator is a quasi-steady-state point-mass lap simulation — the industry-standard “gg-diagram / speed-profile” method used in lap-time analysis, extended with motorcycle-specific constraints. The bike is treated as a point mass at a fixed center-of-gravity height on a rigid wheelbase. At every ~3 m station along the racing line the model balances gravity, aerodynamic drag, rolling resistance and tire forces, and finds the fastest speed profile the tires and engine allow:
- Tires obey an anisotropic friction ellipse — independent longitudinal and lateral grip limits that trade off against each other when braking or driving while leaned over.
- A rear-wheel power cap with idealized gearing limits acceleration; aerodynamic drag and rolling resistance push back.
- Wheelie and stoppie pitch-over limits cap acceleration and braking the way they do on a real motorcycle, and drive is limited by rear-tire traction.
- Grade matters: uphill and downhill sections change normal load, drive and braking. Banking and crest/dip effects are not modeled — there is no source data for them at usable resolution.
The racing line itself is an approximate minimum-curvature path held within the mapped track corridor, and the corner metrics (effective radius, arc length, elevation delta) are measured from that line and the surveyed elevation profile.
The three bike-class presets
Corner tables on the site show the Supersport 600 preset; the downloadable pack includes all three classes for every corner. Mass figures are bike plus rider.
| Preset | Mass | Rear-wheel power | μ long. | μ lat. |
|---|---|---|---|---|
| Supersport 600 | 240 kg | 90 kW (121 hp) | 1.10 | 1.20 |
| Liter bike (1000cc superbike) | 245 kg | 150 kW (201 hp) | 1.10 | 1.20 |
| Middleweight twin (650) | 230 kg | 55 kW (74 hp) | 1.10 | 1.20 |
All classes share warm sport/track-day tire grip (dry track), drag area CdA = 0.32 m² (rider tucked), air density 1.225 kg/m³, rolling resistance 0.015, CG height 0.60 m, wheelbase 1.44 m, 50/50 static weight split.
Assumptions, verbatim
These ship with every track's data file:
- Quasi-steady-state point-mass motorcycle simulation on an approximate minimum-curvature racing line held within the track corridor.
- Anisotropic friction ellipse mu_x=1.10 / mu_y=1.20 (warm sport/trackday tires, dry track).
- Rear-wheel power cap with ideal gearing; aerodynamic drag CdA=0.32 m^2 (tucked), rho=1.225 kg/m^3, Crr=0.015.
- Wheelie and stoppie pitch-over caps included (CG h=0.60 m, wheelbase 1.44 m, 50/50 static split); rear-traction cap included.
- Grade (uphill/downhill) affects normal load, drive, and braking; banking and crest/dip vertical-curvature effects omitted (no source data at usable resolution).
- Track geometry resampled to ~3 m stations; curvature from smoothed three-point circumcircle fit.
- All numbers are simulation estimates for an idealized fast rider, not measured data.
Known limits — read this part
- The model is an idealized fast rider. It flicks the bike instantly, never misses an apex, and uses all the grip all the time. Real riders — including fast ones — leave margin. Treat the numbers as a ceiling shaped by geometry, not a target.
- Corridor and elevation data are approximate. Track outlines come from OpenStreetMap and elevation from public terrain data; curbs, camber, banking and surface changes are invisible to the model.
- Chicanes and flick transitions flatter the sim. Quasi-steady-state modeling assumes lean angle changes instantly, so very fast direction changes read a little quicker than reality.
- No two days are alike. Wind, temperature, tires, traffic and rider skill move real speeds substantially. The simulation knows none of that.
The sanity gate
Before a track is published we compare the simulated liter-bike lap against a published motorcycle reference lap for the same configuration where one exists. The criterion: pass = sim liter-bike lap within [0.85, 1.35] of published motorcycle reference; tracks with no configuration-matched reference pass if average lap speed is 90-190 km/h and the simulated line is corridor-bounded (it is by construction) A slightly slow simulated lap is expected — lap records are set by professional racers on racing slicks; the model runs track-day tire grip. Tracks that fail are not published: of 20 simulated tracks, 19 passed.
| Track | Sim lap (liter) | Reference lap | Ratio | Result | Reference source |
|---|---|---|---|---|---|
| Laguna Seca | 96.19 s | 82.556 s | 1.165 | PASS | MotoAmerica Superbike qualifying lap record 1:22.556, C. Beaubier 2024 (motoamerica.com) |
| Circuit of The Americas | 143.81 s | 120.864 s | 1.190 | PASS | MotoGP all-time lap 2:00.864, M. Vinales qualifying 2024 (oversteer48.com / motogp results) |
| Road America | 134.22 s | 128.795 s | 1.042 | PASS | MotoAmerica Superbike outright fastest lap 2:08.795, PJ Jacobsen (motoamerica.com) |
| Road Atlanta | 93.67 s | 83.407 s | 1.123 | PASS | MotoAmerica Superbike lap record 1:23.407, J. Gagne 2022 (roadracingworld.com) |
| Barber Motorsports Park | 98.73 s | 82.463 s | 1.197 | PASS | MotoAmerica Superbike race lap record 1:22.463, J. Gagne (roadracingworld.com) |
| Virginia International Raceway | 125.32 s | — | — | PASS | No full-course motorcycle reference found (AMA/MotoAmerica lap records at VIR are on the North Course, different configuration); band criterion used |
| Sonoma Raceway | 117.87 s | 96.019 s | 1.228 | PASS | AMA Superbike lap record 1:36.019, M. Mladin, Infineon/Sonoma (roadracingworld.com); note AMA motorcycle configuration may differ slightly from mapped full course |
| Willow Springs (Big Willow) | 87.09 s | 82.337 s | 1.058 | PASS | WSMC 750 Superbike lap record 1:22.337, K. Lowry, Big Willow 2.5 mi (roadracingworld.com) |
| Streets of Willow Springs | 85.54 s | 74.271 s | 1.152 | PASS | WSMC Formula One lap record 1:14.271, J. Toye, Streets of Willow (roadracingworld.com) |
| Buttonwillow Raceway Park | 123.04 s | 100.896 s | 1.219 | PASS | Superbike test best 1:40.896, J. Gagne, Buttonwillow Race 13 CW, MotoAmerica test 2020 (roadracingworld.com) |
| Thunderhill East | 117.04 s | 106.100 s | 1.103 | PASS | AFM Formula Pacific / Superbike lap record ~1:46.1, J. Hayes, Thunderhill East (roadracingworld.com / bayarearidersforum records discussion) |
| The Ridge Motorsports Park | 115.79 s | 99.145 s | 1.168 | PASS | MotoAmerica Superbike lap record 1:39.145, J. Gagne 2022 (motoamerica.com) |
| Pittsburgh International Race Complex | 113.32 s | 99.344 s | 1.141 | PASS | MotoAmerica Superbike qualifying lap record 1:39.344, J. Gagne 2022 (motoamerica.com) |
| New Jersey Motorsports Park - Thunderbolt | 90.39 s | 79.716 s | 1.134 | PASS | MotoAmerica Superbike lap record 1:19.716, B. Fong 2025, NJMP Thunderbolt (motoamerica.com) |
| Mid-Ohio Sports Car Course | 93.29 s | 83.639 s | 1.115 | PASS | AMA Superbike lap record 1:23.639, B. Spies 2008, Mid-Ohio (motoamerica.com / midohio.com) |
| Watkins Glen International | 124.92 s | 126.175 s | 0.990 | PASS | SCCA MT1 (unlimited motorcycle) long-course lap record 2:06.175, M. Frohman 2025 (glen-scca.org lap records) |
| Sebring International Raceway | 131.83 s | — | — | PASS | No published motorcycle lap reference found for the Sebring full course; band criterion used |
| Utah Motorsports Campus | 126.75 s | 91.874 s | 1.380 | FAIL · not published | UtahSBA UMC East Course lap record 1:31.874, S. Turpin 2019 (roadracingworld.com) |
| Thunderhill West | 84.44 s | — | — | PASS | No configuration-matched reference (published AFM West records are for the ~2.0 mi West layout; mapped geometry measures 2.67 km); band criterion used |
| Thunderhill Full Course | 203.30 s | — | — | PASS | No published motorcycle reference found for the 5-mile combined course; band criterion used |
Reference laps are cited as published by their sources (MotoAmerica, Roadracing World, club racing organizations). They are used only as an order-of-magnitude check on the simulation — no affiliation or endorsement is implied.
Disclaimer
Every speed, time and distance on this page is a physics-simulation estimate computed from track geometry under stated assumptions — reference data, not riding instruction. Always ride within your limits and follow your track organization's instructions.
Track outline data: Track outline © OpenStreetMap contributors (ODbL). Elevation from public terrain data. Guides © 2026 Another One, LLC · support@apexlines.app