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.

  • Scale feature for printing

    Scales a body by a factor per axis about a chosen point, including a shrinkage allowance given as a percent.

    • PartCraft
    64-bit, direct
    3 calculations
    64-bit
  • Scaled mesh for printing

    Scales the part's mesh for shrinkage or by typed factors and writes it as STL or 3MF.

    • PartCraft
    32-bit step, flagged
    3 calculations
    32-bit in part Open item
  • Scan clean-up and JPEG decoding

    Reads a scanned image, turns it into black and white, finds how far the sheet is rotated and turns it straight.

    • CadCraft
    • BimCraft
    • ModelCraft
    • CivilCraft
    • PartCraft
    64-bit, stated limit
    6 calculations in 2 files
    64-bit Open item
  • Scan compared with the model

    Compares a point cloud with each model element's box and reports whether the element is built, partly built or missing, how far the scanned surface is from it, and the percent complete.

    • BimCraft
    32-bit step, flagged
    5 calculations
    32-bit in part Open item
  • Scan registration

    Finds the rigid move (rotation and shift) that lines one scan up with others, from picked point pairs or by iterative closest point, and reports the remaining error.

    • CadCraft
    • BimCraft
    32-bit step, flagged
    15 calculations
    32-bit in part Open item
  • Scanned drawings: size, scale, align, crop and trace

    Places a scanned picture, scales and turns it from picked points, crops it, and turns its traced ink into lines, arcs and circles in drawing coordinates.

    • CadCraft
    64-bit, stated limit
    9 calculations in 2 files
    64-bit Open item
  • Scattered plants, rocks and people: how many and where

    Works out how many items a scatter set asks for from the area it covers and its density, and picks the points they stand on.

    • BimCraft
    • ModelCraft
    64-bit, stated limit
    4 calculations
    64-bit
  • Scene handed to the renderer

    Turns what the view shows into the renderer's geometry: positions, normals and texture coordinates per color, with material displacement on meshes.

    • ModelCraft
    Display only
    3 calculations
    32-bit, display only
  • Schedule risk (Monte Carlo)

    The finish at P10, P50, P80 and P90, how often each task is critical, and which durations drive the finish.

    Every app 64-bit, stated limit
    3 calculations
    64-bit
  • Schematic wires, pins and connections

    Decides which wires and symbol pins of a schematic are connected, places wire numbers and junction dots, and positions symbols, pins and wires on the sheet.

    • CadCraft
    64-bit, direct
    15 calculations in 4 files
    64-bit
  • Script result fields and meshes shown in the window

    The scalar a script's field plot colors by, its range, and the outer surface of a result mesh.

    • PartCraft
    64-bit, stated limit
    4 calculations
    32-bit, display only
  • Script workspace: the part handed to scripts and picked values

    Hands the open part's mesh to scripts, and reports the point, node and field values under a click on what a script showed.

    • PartCraft
    32-bit step, flagged
    4 calculations
    32-bit in part Open item
  • Sculpt brushes

    Moves the vertices under a round brush: draw, clay, smooth, grab, inflate, crease, pinch and flatten, with a mask that protects vertices.

    • ModelCraft
    32-bit step, flagged
    10 calculations in 2 files
    32-bit in part Open item
  • Seam allowance: the cut line

    Draws the cut line round a pattern piece at each edge's seam allowance, with the corner rules pattern makers use (Apparel add-on).

    • CadCraft
    64-bit, stated limit
    7 calculations
    64-bit Open item
  • Section caps: which elements are closed solids

    Decides which elements have a closed surface, so the section view paints a cut face only where there is an inside to fill.

    • BimCraft
    Display only
    2 calculations
    32-bit, display only
  • Section cut from the ground along any line

    Cuts the ground surface along a polyline and gives the distance, offset and elevation at every triangle edge it crosses; also measures along, locates on and crosses polylines.

    • CivilCraft
    64-bit, direct
    8 calculations
    64-bit Open item
  • Section view plane

    The cutting plane of the live section view: its normal and position, and the range of its slider.

    • PartCraft
    Display only
    2 calculations
    32-bit, display only
  • Section volumes in the 3D view

    Works out the planes, corners and edges of the free-form section volumes that cut the 3D view.

    • BimCraft
    Display only
    3 calculations
    32-bit, display only
  • Seismic loads and story drift to ASCE 7-22

    The seismic base shear and story forces by the equivalent lateral force procedure, the building's period, the weight of each floor and the drift check.

    • CadCraft
    • BimCraft
    • DetailCraft
    64-bit, stated limit
    11 calculations in 2 files
    64-bit
  • Sensor readings: values, times and limits

    Reads sensor values and times from a CSV file or a live feed and flags a reading as high or low against the asset's limits.

    • BimCraft
    64-bit, direct
    3 calculations
    64-bit
  • Settlement, flexible mats, pile groups and retaining walls

    Estimates elastic settlement, analyzes a footing as a plate on springs, shares a load over a pile group and checks a cantilever retaining wall.

    • DetailCraft
    64-bit, stated limit
    11 calculations
    64-bit
  • Shape keys: offsets, editing and blending

    The vertex offsets stored for each shape key, the way a key is made from an edit or from imported positions, and the blended points of a mesh.

    • ModelCraft
    32-bit step, flagged
    5 calculations in 2 files
    32-bit in part Open item
  • Shapes made by the draw commands

    Works out the circles, arcs, polyline arcs, polygons, ellipses, construction lines and text positions that the draw commands store in the drawing.

    • CadCraft
    64-bit, direct
    13 calculations
    64-bit Open item
  • Shared feature lines: units and geometry

    Sends a feature line to the team and takes one back, converting between feet and meters when the two drawings differ.

    • CivilCraft
    64-bit, direct
    2 calculations
    64-bit
  • Sheet and path of a point on a schematic

    Finds which numbered path column of a sheet frame a device or wire sits in, for the place printed in cross-references and lists.

    • CadCraft
    64-bit, direct
    2 calculations
    64-bit
  • Sheet compare picture

    Mixes the renderings of an old and a new sheet into one picture that colors what was removed and what was added.

    • MarkupCraft
    Display only
    1 calculation
    32-bit, display only
  • Sheet metal base and edge flanges

    Builds the cross-section of a sheet metal flange (bend arcs, leg, tip) and its bend reliefs from thickness, bend radius, angle and length.

    • PartCraft
    64-bit, direct
    4 calculations
    64-bit
  • Sheet metal bends and flat pattern

    Works out the bent profile of a sheet metal base, the bend allowance of every bend, and the flat pattern with its bend lines, size and area.

    • PartCraft
    64-bit, stated limit
    13 calculations in 2 files
    64-bit Open item
  • Sheet nesting

    Lays parts out on sheets or a roll, reports the sheets used and the efficiency, checks the result, reads part outlines from DXF and writes the nest as DXF.

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, stated limit
    19 calculations
    64-bit Open item
  • Sheet scale read from the sheet's text

    Finds scale notations in a PDF sheet's text and picks the listed scale to offer for the sheet.

    • TakeoffCraft
    64-bit, stated limit
    3 calculations
    64-bit
  • Sheet scale, typed lengths and measured values

    Turns a sheet's scale into real lengths and areas: the calibration from a preset or from two picked points, the reading of a typed length, and the length, area, perimeter and count shown for a measurement.

    • MarkupCraft
    64-bit, direct
    15 calculations in 2 files
    64-bit Open item
  • Sheet scale: presets, calibration and drawing units

    Sets how many real feet one unit on the sheet stands for: from a named scale, from two picked points and a typed distance, or from a DWG or DXF drawing's own units and viewport.

    • TakeoffCraft
    64-bit, direct
    10 calculations in 4 files
    64-bit Open item
  • Shift calendar working time

    The hours a production line is on in a weekly shift calendar, used by the material flow simulation.

    • ModelCraft
    Exact values
    3 calculations
    64-bit
  • SHX font text: strokes and width

    Turns the shapes of a loaded .shx font into strokes, and gives a text's width and the position of each stroke in the drawing.

    • CadCraft
    64-bit, stated limit
    7 calculations in 2 files
    64-bit
  • Simulation and flow result plots

    Draws the colored cut plane, the surface colors and the streamlines of a result, and makes the finer mesh the colors are drawn on.

    • PartCraft
    Display only
    4 calculations in 3 files
    32-bit, display only
  • Simulation numbers shown as text

    How the simulation window rounds the numbers it prints and puts into input boxes.

    • PartCraft
    64-bit, stated limit
    2 calculations
    64-bit
  • Simulation workspace: plot values and the hover probe

    Prepares the values a result plot colors by and reads the result under the pointer.

    • PartCraft
    32-bit step, flagged
    8 calculations
    32-bit in part Open item
  • Single-part shop drawing

    Draws one part with its holes, copes and section, and prints its dimensions, cut angles and weight.

    • DetailCraft
    64-bit, stated limit
    5 calculations
    64-bit
  • Site ground, building pads and cut and fill

    Builds the site's ground from survey points, grades building pads into it, works out the cut and fill volumes, drapes paving on it and writes the ground to LandXML.

    • BimCraft
    64-bit, stated limit
    17 calculations
    64-bit Open item
  • Site outline, building placement and levels

    Stores the site boundary with its area and perimeter, places the building on the site, adds or splits levels, and turns a site-study mass into walls and floors.

    • BimCraft
    64-bit, stated limit
    11 calculations in 2 files
    64-bit Open item
  • Site surroundings in local meters

    Converts the buildings, parcels and zones found around an address from longitude and latitude to meters east and north of the address point, as suggestions a person can add to the model.

    • BimCraft
    • ModelCraft
    • CivilCraft
    64-bit, stated limit
    4 calculations
    64-bit
  • Size of a copied area

    Works out how big a copied area of a sheet is on paper and in the real world, the pixel size it is rendered at, and the scale and turn that fit it to two picked points.

    • CadCraft
    • BimCraft
    • MarkupCraft
    • DetailCraft
    64-bit, direct
    5 calculations
    64-bit
  • Sizes for new curves and meshes, remesh grid

    Chooses a round starting size for a new curve or mesh from what the view shows, and checks that a voxel remesh is not too fine.

    • ModelCraft
    64-bit, direct
    4 calculations in 2 files
    64-bit
  • Sketch editor drawing

    Draws the sketch, its dimensions and their labels on the canvas over the 3-D view.

    • PartCraft
    Display only
    2 calculations
    32-bit, display only
  • Sketch editor: typed sizes and dimension values

    Takes the numbers a person types in the sketch editor (a dimension's value, the sizes of a shape being drawn) and turns them into stored values and point coordinates.

    • PartCraft
    64-bit, direct
    8 calculations
    64-bit Open item
  • Sketch exchange macro and import

    Writes the drawing as a .swb sketch macro with its coordinates in meters, and reads an exported sketch back as geometry, constraints and dimensions.

    • CadCraft
    64-bit, stated limit
    8 calculations
    64-bit Open item
  • Sketch geometry and measured values

    Works out radii, arc angles, the current value of a dimension, sketch fillets and the size of a sketch.

    • PartCraft
    64-bit, direct
    9 calculations
    64-bit
  • Sketch intersections of lines, arcs and circles

    Finds where sketch lines, arcs and circles cross each other; trim, extend and offset use the points.

    • PartCraft
    64-bit, direct
    7 calculations
    64-bit
  • Sketch intersections with splines

    Finds where a sketch spline crosses a line, an arc, a circle or another spline.

    • PartCraft
    64-bit, stated limit
    3 calculations
    64-bit
  • Sketch photo to drawing

    Finds a sheet of paper in a photo, straightens it, and turns the pen lines on it into lines and arcs at a stated scale.

    • CadCraft
    64-bit, stated limit
    6 calculations
    64-bit Open item

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.