Resources

Numerical accuracy

The calculations in our apps: the policy each one is under, the precision it runs at, and the code itself.

This device: processor, memory, graphics The standard Precision is not robustness

  • 941 calculation policies
  • 6,917 calculations in 1,248 source files
  • 143 exact
  • 6,286 in 64-bit
  • 335 with a 32-bit step
  • 437 open items
  • Last reviewed

Calculation policies

A policy says how one family of calculations keeps its precision. Open one to see its calculations, by source file, and their code.

  • USD export of a part or assembly

    Writes the part's mesh, its placement in an assembly, and its volume and mass to an OpenUSD file in meters with Z up.

    • PartCraft
    64-bit, stated limit
    3 calculations
    64-bit
  • USD export of the steel model

    Writes each steel part as an extruded section in an OpenUSD file in meters, with its length and weight.

    • DetailCraft
    64-bit, stated limit
    3 calculations
    64-bit
  • USD save, open and import

    Opens ModelCraft's own USD files back to the exact model, takes in changes another program made, and imports any other USD scene in meters with Z up.

    • ModelCraft
    64-bit, stated limit
    6 calculations
    64-bit
  • UV unwrap solvers

    Flattens a piece of a mesh into the UV plane with as little distortion of angles as the method allows.

    • ModelCraft
    64-bit, stated limit
    8 calculations
    64-bit
  • Values changed when a DWG is written

    The few places where the DWG writer changes a number on its way into the file: lineweights, ellipse axes, ray directions, the drawing extents and the defaults of a light.

    • CadCraft
    • ModelCraft
    • CivilCraft
    • DetailCraft
    • PartCraft
    64-bit, stated limit
    5 calculations in 2 files
    64-bit Open item
  • Values given to assistants and scripts

    Rounds and reports the coordinates, lengths, areas and sheet sizes that an assistant or a script reads from a drawing, and writes a plot as SVG.

    • CadCraft
    64-bit, stated limit
    12 calculations
    64-bit Open item
  • Values typed in the Properties panel

    Reads what is typed into a number field: plain numbers, lengths with units, angles, and expressions such as =3'6"/2.

    • CadCraft
    64-bit, stated limit
    6 calculations
    64-bit Open item
  • Values typed or picked in the main window

    Takes what is typed in a property box or picked in the plan and profile views and stores it in the model: lengths, coordinates, profile points, pad elevations and default curve radii.

    • CivilCraft
    64-bit, stated limit
    8 calculations
    64-bit Open item
  • Variant pack: parameter table, sizes and library bodies

    Writes every configuration of a part as files: the parameter table as CSV and JSON, each variant's volume and size, and a library item with a body per variant.

    • PartCraft
    64-bit, stated limit
    6 calculations in 2 files
    64-bit
  • Vector PDF output

    Writes drawings to a PDF file: the page size, the millimeter scale, lines, circles and text positions.

    • BimCraft
    • DetailCraft
    64-bit, stated limit
    6 calculations
    64-bit Open item
  • Vehicle swept paths

    Drives a vehicle with up to three trailers along a path, forward or reversing, and reports its wheel paths, steering and articulation angles and the area its bodies sweep.

    • CivilCraft
    64-bit, stated limit
    8 calculations
    64-bit
  • Vessel outline and inside volume

    Works out the revolved outline of a vessel with its two heads, its height and inside volume, and where a nozzle sits on it.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    4 calculations
    64-bit Open item
  • Voxel stress analysis: elements, loads, reactions and modes

    Builds the stiffness of the voxel elements, applies supports and loads, and works out reactions, element stresses, natural frequencies and the mesh's volume and mass.

    • PartCraft
    64-bit, stated limit
    15 calculations
    64-bit Open item
  • Wall dimensions, heights and quantities

    Reads a drawn wall's ends, length, thickness and height from the file and writes its shape, side areas, footprint and volumes.

    • BimCraft
    64-bit, stated limit
    12 calculations
    64-bit Open item
  • Wall, floor and roof framing layout

    Works out where every stud, plate, header, joist, rafter, truss and collar tie goes, which lumber size a span needs, and the lengths and board feet written on each piece.

    • BimCraft
    64-bit, stated limit
    21 calculations
    64-bit Open item
  • Walls and openings from PDF pages and scans

    Reads the lines and door-swing arcs of a plan page, scales them to millimeters from two picked points, and turns them into walls with door and window openings.

    • BimCraft
    64-bit, stated limit
    9 calculations
    64-bit
  • Walls and openings traced from a drawing

    Turns the lines and blocks of a DWG or DXF drawing into wall center lines, thicknesses, door and window positions, and a reference underlay.

    • BimCraft
    64-bit, stated limit
    10 calculations
    64-bit Open item
  • Water hammer and pump trip

    Works out the pressure wave speed in a pipe and the head and flow over time after a valve moves or a pump loses power.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    6 calculations in 2 files
    64-bit Open item
  • Water mains network: heads, flows and pressures

    Solves a looped water network for the head and pressure at every node and the flow, velocity and head loss in every pipe, then runs fire-flow and extended-period cases on it.

    • CivilCraft
    64-bit, stated limit
    12 calculations
    64-bit Open item
  • Water supply and duct network sizing

    Works out the flow, velocity, friction and pressure in each pipe or duct of a network, the size each needs, and the pressure left at every outlet.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    31 calculations in 4 files
    64-bit Open item
  • Weibull life data

    Weibull shape and scale fitted to failure times, with confidence bounds, mean life and B10 life.

    Every app 64-bit, stated limit
    6 calculations
    64-bit Open item
  • Welding of imported geometry

    How the points of an imported file (OBJ, glTF, Collada, DXF, DWG) are joined into shared vertices and its polygons into faces.

    • CadCraft
    • ModelCraft
    64-bit, stated limit
    2 calculations
    64-bit Open item
  • Where a moved solid stops against another

    Shortens a move so that solids do not pass into each other, and returns the distance actually moved.

    • CadCraft
    • ModelCraft
    64-bit, stated limit
    7 calculations
    64-bit Open item
  • Where an IFC model point is on the earth

    Turns a point of an IFC model into map grid coordinates when the file has a map conversion, or into an approximate longitude and latitude from the site's reference point.

    • BimCraft
    64-bit, stated limit
    5 calculations
    64-bit
  • Wide polylines, text masks and ellipses as drawn and plotted

    Builds the outlines that a polyline with width, a text background mask and an ellipse become when the drawing is put on screen or on a plotted page.

    • CadCraft
    64-bit, stated limit
    6 calculations
    64-bit
  • Wire antenna (method of moments)

    Input impedance, segment currents, radiation pattern and directivity of thin-wire antennas.

    Every app 64-bit, stated limit
    8 calculations
    64-bit
  • Wire lengths through a harness or a cabinet

    Works out the cut length of every wire from its route through a harness drawing or between two modules in a cabinet, and the diameter of each bundle.

    • CadCraft
    64-bit, stated limit
    4 calculations
    64-bit
  • Zoning envelope and limit checks

    Works out the buildable area of a lot from its setbacks, the height a sky-exposure plane allows, and the coverage and floor area ratio of the masses on the lot against the limits the person typed.

    • CivilCraft
    64-bit, stated limit
    8 calculations
    64-bit

A policy is added only after its source was read. Each statement can be checked in the code shown on its page; the app repositories are public. When a release changes a calculation, its page says so until it has been read again.

The standard

  • 64-bit everywhere

    Every calculation runs in 64-bit floating point (IEEE 754 double precision), from the number you type to the number you read.

  • 15 digits, always

    A 64-bit number keeps any 15-digit value intact and takes 17 digits to write out in full. Our rule for every calculation: carry all 17 between steps, and order the arithmetic so that avoidable rounding never costs one of the first 15.

  • 32-bit gets a warning

    A 32-bit number keeps about 7 digits. Where a 32-bit step can reach a number you read, the calculation is flagged in the lists below, and the app will warn that the result can have less mathematical precision.

This device

The apps calculate in 64-bit on every device. Work handed to the graphics processor is the exception: browsers expose graphics processors as 32-bit calculators, which can provide less mathematical precision.

A browser reports a rounded or capped view of the machine, never a full inventory: it gives the number of processor threads (not the model), memory rounded down and capped at 8 GB (Chromium only), and one graphics adapter even when a machine has several. What the browser reports about graphics is a capability, not a measurement of the card. The size of a graphics card's memory bus (a 192-bit bus, for example) says how fast data moves, not how precisely it calculates. Most graphics cards can calculate in 64-bit natively, slowly, but WebGL and WebGPU do not offer it to web pages.

Approaches

Every policy takes one of five approaches to keeping its precision.

Exact values 8 policies
Constants and factors are held as exact fractions from their definitions. The arithmetic is ordered so that no rounded factor is ever used.
Exact predicates 1 policy
Coordinates are 64-bit. The yes-or-no decisions that shape the geometry (which side of a line, inside or outside a circle) are computed exactly, so rounding cannot flip one.
64-bit, direct 337 policies
Every value is a 64-bit number from input to result. Formulas are closed form or a direct solve, and every comparison uses a stated tolerance.
64-bit, stated limit 428 policies
The arithmetic is 64-bit, but the method or the data sets the accuracy: a solver tolerance, a mesh, a step size, a datum shift, a table. The limit is stated where the result is shown.
Display only 49 policies
Computed to draw the screen, often in 32-bit on the graphics processor. No number a person reads, saves or exports comes from it.
32-bit step, flagged 118 policies
One step stores or exchanges 32-bit values that reach a number a person reads. It is listed here with its open item, and the step is either moved to 64-bit or the app will warn where the number is read.

Precision is not robustness

Mathematical precision is how many digits a number keeps. Geometric robustness is whether a shape stays valid: every intersection found, every solid closed, every face joined to its neighbors. They are different properties, and a CAD system can have the first without the second.

Every geometric algorithm rests on yes-or-no questions. Is this point left or right of that line? Do these two edges cross? Is this point inside that circle? Each answer is the sign of a small expression. When three points are almost in line, the true value of that expression can be smaller than the rounding error of the arithmetic that computes it, and the sign comes out wrong. That happens at 15 digits as readily as at 7.

One wrong sign is not a small error in the last digit. It is a different decision: an intersection that is missed, two triangles that overlap, a face that points the wrong way, a solid with a gap in it. Every coordinate can be correct to 15 digits while the shape they describe is invalid.

A point C almost on the line from A to B. Magnified, C is a tiny distance to one side of the line. A B C C left or right?
C lies a rounding error away from the line through A and B. Which side it is on decides how the geometry is built.

What makes geometry robust

  • Exact predicates

    The yes-or-no questions are answered exactly. The fast 64-bit answer is used when it is safely away from zero. When it is not, the sign is computed again with as many digits as it takes.

  • Decide once

    A decision about a shape is recorded as topology, and every later step agrees with it. The same question is never asked twice with a chance of two answers.

  • Stated tolerances

    Where a tolerance is used it is written down, scaled to the size of the geometry and applied the same way everywhere.

  • Local origins

    Coordinates far from zero are moved to a local origin before the work, so the digits are spent on the geometry and not on the distance to the origin.

  • Valid by construction

    Algorithms whose result is guaranteed to be a closed solid, whatever the input, in place of ones that repair the result afterwards.

  • More than the language

    These choices matter more than the programming language. JavaScript, C++ and Rust all compute with the same 64-bit numbers: the same algorithm is as robust, or as fragile, in each.

Where our apps stand

The list on this page records both properties. Surface triangulation in CivilCraft and BimCraft uses exact predicates. Solid modeling in PartCraft runs on a kernel whose result is a closed solid by construction. The intersections in the CadCraft app use stated tolerances today, and exact tests for the near-parallel and near-tangent cases are an open item. Each policy says which approach it takes.