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.

  • LAS and LAZ point coordinates

    Reads a LiDAR file's header and turns each stored point into x, y, z in the file's coordinates.

    • CadCraft
    • BimCraft
    • CivilCraft
    64-bit, stated limit
    4 calculations
    64-bit
  • Laser job paths, fill lines and run estimate

    Turns the drawing's shapes into the paths a laser follows: arcs as chords, fill lines across closed shapes, the moves in machine coordinates, and the length and time of the job.

    • CadCraft
    • PartCraft
    64-bit, stated limit
    10 calculations in 2 files
    64-bit Open item
  • Layer of protection and SIL arithmetic

    Works out the mitigated frequency of a hazard scenario, the risk reduction still needed, and the average probability of failure on demand of a safety function with its SIL band.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    7 calculations
    64-bit Open item
  • Layout point files and as-built comparison

    Writes points for a total station as a text file, reads such a file back, and compares as-built points with the design.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    6 calculations
    64-bit
  • Length tags and tag schedules

    Keeps a length tag on an element as an IFC property and lists tag values in schedules, in millimeters.

    • BimCraft
    64-bit, direct
    3 calculations
    64-bit
  • Lengths and areas taken from CAD objects

    Turns the lines, arcs, circles, polylines, hatches, ellipses and splines of a DWG or DXF sheet into runs and outlines that can be measured.

    • TakeoffCraft
    64-bit, stated limit
    6 calculations in 2 files
    64-bit
  • Lengths and units for Library items

    Reads lengths written as text (30", 2'-6 1/2", 762 mm) into millimeters and writes sizes back as short labels.

    • CadCraft
    • BimCraft
    64-bit, direct
    5 calculations
    64-bit Open item
  • Lengths as text: formats and typed lengths

    Writes lengths and areas in the drawing's format (decimal, engineering, architectural, fractional, scientific) and reads lengths typed at the command line.

    • CadCraft
    64-bit, direct
    9 calculations
    64-bit Open item
  • Lengths, areas and volumes as text

    Turns a length in millimeters, an area or a volume into text in the display unit a person picked.

    • BimCraft
    64-bit, direct
    9 calculations
    64-bit
  • Library 3D preview

    The 3D view of an item on its Library page and on the configure page.

    Every app Display only
    3 calculations in 2 files
    32-bit, display only
  • Library configurator sizes

    The size and connection positions shown for the chosen variant on a Library item's configure page.

    Every app 64-bit, direct
    2 calculations
    64-bit
  • Library item geometry from blocks, meshes and tables

    Builds a Library item's plan and 3D body in millimeters from a drawing block, a mesh file (glTF, OBJ, STL) or a table of sizes.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    18 calculations
    64-bit Open item
  • Library item placed as a block

    Turns a Library item's plan into a block in the drawing's units and counts the Library items a drawing uses.

    • CadCraft
    64-bit, direct
    4 calculations
    64-bit Open item
  • Library items from IFC types

    Turns an IFC type or element into a library item: its body mesh, its width, depth and height, its plan outline and its sizes from properties, in millimeters.

    • BimCraft
    32-bit step, flagged
    4 calculations
    32-bit in part Open item
  • Line and arc primitives

    Breaks every drawing object into straight segments and arcs and works out points, parameters, lengths, bounds, tangent points and snap points on them.

    • CadCraft
    64-bit, direct
    12 calculations
    64-bit
  • Line sizing and pressure drop

    Works out velocity, Reynolds number, friction factor and pressure drop of each line, picks pipe sizes, and fills the stream table that is drawn on the P&ID.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    13 calculations in 3 files
    64-bit
  • Line study file (.DON) export and import

    Writes an overhead line study as a .DON XML file in meters and decanewtons for another line program, and reads such a file back into a line.

    • CivilCraft
    64-bit, stated limit
    7 calculations
    64-bit
  • Line, arc and circle intersections

    Where two drawn objects cross: the basis of snaps, trim and extend.

    • CadCraft
    64-bit, direct
    4 calculations
    64-bit Open item
  • Linetype dashes

    Cuts lines and arcs into the dashes, gaps and dots of their linetype for the screen and for plots.

    • CadCraft
    64-bit, direct
    2 calculations
    64-bit
  • Lineweights in a DWG file

    Converts a lineweight between its value in hundredths of a millimeter and the index a DWG file stores.

    • CadCraft
    • BimCraft
    • ModelCraft
    • TakeoffCraft
    • CivilCraft
    64-bit, stated limit
    2 calculations
    Exact
  • LISP arithmetic, conversions and geometry

    The numbers a LISP routine gets from the built-in arithmetic, number and angle formatting, unit conversion and point geometry functions.

    • CadCraft
    64-bit, direct
    12 calculations
    64-bit Open item
  • Live feed values and times

    Reads a value and a time from a message or poll answer of a live sensor feed.

    • BimCraft
    64-bit, direct
    1 calculation
    64-bit
  • Load flow and short-circuit currents

    Bus voltages, branch flows and losses of an AC network, and fault currents by symmetrical components.

    Every app 64-bit, stated limit
    12 calculations in 3 files
    64-bit Open item
  • Load reserve and escape route checks

    Finds the load factor at which a design first reaches its limit, and the narrowest door on the best way out of every room.

    • CadCraft
    • BimCraft
    • DetailCraft
    • PartCraft
    64-bit, stated limit
    3 calculations
    64-bit Open item
  • Luminaire files and point-by-point illuminance

    Reads luminaire photometry files (IES LM-63 and EULUMDAT) and works out the direct illuminance on a grid of points, with its minimum, average, maximum, uniformity and power density.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    17 calculations in 2 files
    64-bit
  • Lumped system models

    Operating point and response over time of electrical, thermal, hydraulic and mechanical networks built from lumped elements.

    Every app 64-bit, stated limit
    12 calculations in 3 files
    64-bit Open item
  • Machining picks and readouts

    Decides which faces and edges a machining operation accepts, matches stored picks to the part, and formats the numbers shown in the Manufacture panel.

    • PartCraft
    64-bit, direct
    3 calculations
    64-bit
  • Magnet study: 2D field, force and torque

    Solves the magnetic field of a sketch's profiles (air, iron, magnets, coils) and reports the peak flux density and the force and torque on chosen bodies.

    • PartCraft
    64-bit, stated limit
    18 calculations in 3 files
    64-bit
  • Magnetic and electric field solvers

    The field of wire segments, the mutual inductance of loops, and 2D finite-element magnetic and electric fields with energy, capacitance and force.

    Every app 64-bit, stated limit
    12 calculations in 2 files
    64-bit Open item
  • Magnetics add-on: field readout, flux lines and exports

    Works out each body's area and mean and peak flux density, compares the result with a hand formula, traces flux lines and writes CSV and VTK files.

    • PartCraft
    32-bit step, flagged
    9 calculations
    32-bit in part Open item
  • Magnetics add-on: readouts in the panel

    Formats the flux density, forces and flux per line that the magnet study shows, and states the size of the air box.

    • PartCraft
    64-bit, direct
    2 calculations
    64-bit
  • Magnetics add-on: template shapes and hand formulas

    Builds ready-made magnet study cross-sections and the textbook value each result is compared with.

    • PartCraft
    64-bit, direct
    7 calculations
    64-bit
  • Magnetics add-on: the result drawn as display bodies

    Draws a magnet study's field bands, flux lines, bodies and force arrows in the part's view.

    • PartCraft
    Display only
    3 calculations
    32-bit, display only
  • Manual annotations: measured lengths, angles and radii

    Works out the value a measurement annotation shows in a manual: a distance, an angle or a radius through three points.

    • PartCraft
    64-bit, direct
    3 calculations
    64-bit
  • Manual parts list: quantities and mass

    Builds the parts list of an illustrated manual: the quantity, volume and mass of each part, and the CSV export.

    • PartCraft
    64-bit, direct
    3 calculations
    64-bit
  • Manual roof planes

    Works out the height of a hand-drawn roof plane at any point, its sloped slab, and its sloped and projected areas.

    • BimCraft
    64-bit, direct
    4 calculations
    64-bit Open item
  • Manual scene in the 3D view

    Draws the parts of an illustrated manual, their edges and the filled cut faces in the 3D view.

    • PartCraft
    Display only
    2 calculations
    32-bit, display only
  • Manual: imported product meshes, copies and part volume

    Reads a product from glTF, OBJ, STL or 3MF into a manual, scales it to millimeters, recognizes copies of one part and works out each part's volume and area.

    • PartCraft
    32-bit step, flagged
    13 calculations in 2 files
    32-bit in part Open item
  • Manufacturing cost estimate

    Estimates what a part costs to machine or print from its volume, bounding box, material price and shop rates.

    • PartCraft
    64-bit, stated limit
    5 calculations
    64-bit
  • Map coordinate reprojection

    Moves points, and a model's position on the map, between coordinate systems.

    • BimCraft
    • CivilCraft
    64-bit, stated limit
    3 calculations in 2 files
    64-bit
  • Map layers under the drawing

    Draws map pictures and tiles under the drawing, warped from the map's coordinate system to the drawing's.

    • CadCraft
    • BimCraft
    Display only
    2 calculations
    32-bit, display only
  • Map layers: web Mercator, tile grids and world files

    Converts longitude and latitude to web Mercator and back, lays out the tiles of a map service, reads a picture's world file, and writes the box of a map request.

    • CadCraft
    • BimCraft
    • CivilCraft
    64-bit, direct
    10 calculations
    64-bit Open item
  • Map pictures warped onto the plan

    Picks the tile level for the screen and cuts a map picture into pieces that are each drawn with one affine transform.

    • CadCraft
    • BimCraft
    • CivilCraft
    Display only
    3 calculations
    32-bit, display only
  • Markers: pieces laid on fabric

    Keeps the pieces of a marker on the fabric, checks grain direction and overlaps, and works out the marker's length and fabric use (Apparel add-on).

    • CadCraft
    64-bit, stated limit
    9 calculations
    64-bit Open item
  • Marks and sheets written to PDF

    Draws the takeoff's marks into a copy of the PDF, with a legend of quantities, and writes a DWG or DXF sheet as a vector PDF page.

    • TakeoffCraft
    64-bit, stated limit
    4 calculations in 3 files
    64-bit
  • Markup geometry while drawing and editing

    Works out the points and boxes that are stored when a markup is drawn, snapped, typed to scale, resized, moved, simplified or lined up.

    • MarkupCraft
    64-bit, direct
    12 calculations in 4 files
    64-bit
  • Markup outlines and measurement labels

    Builds what each markup draws, on screen and in the saved PDF: its outline as lines and Bézier curves, and the label text of a length, area, angle or count.

    • MarkupCraft
    64-bit, direct
    9 calculations
    64-bit
  • Mass-haul diagram

    Works out the mass ordinate at each section, the balance points, the volume moved in each balanced stretch and its average haul distance.

    • CivilCraft
    64-bit, stated limit
    5 calculations
    64-bit
  • Massing options from a room program

    Adds up a room program, finds building shapes that hold it inside a buildable envelope, and reports each option's footprint, gross area, surplus and site coverage.

    • BimCraft
    64-bit, stated limit
    7 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.