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.

  • Forces and deflection along a member

    The axial force, shears, torque, bending moments and deflected shape along each member, and the largest values the report and the design checks read.

    • CadCraft
    • BimCraft
    • DetailCraft
    64-bit, stated limit
    4 calculations
    64-bit Open item
  • Foundation parts and quantities

    Sizes footings from a default table, builds the slab, stem wall and footing shapes under the building outline, steps them to the ground, and writes their lengths, widths and volumes.

    • BimCraft
    64-bit, stated limit
    8 calculations
    64-bit Open item
  • Frame analysis with slabs, walls and rigid floors

    Solves a frame that has plates and rigid floor diaphragms, and works out plate results at nodes and the drift of each story.

    • CadCraft
    • BimCraft
    • DetailCraft
    64-bit, stated limit
    12 calculations
    64-bit Open item
  • Frame analysis: loads, releases, end forces and reactions

    Turns loads into nodal forces, takes released ends out of each member, and works out member end forces, support reactions and the load and reaction totals of a solved frame.

    • CadCraft
    • BimCraft
    • DetailCraft
    64-bit, direct
    13 calculations
    64-bit
  • Frame model from a building model

    Turns the model's beams, columns, braces and concrete slabs and walls into the lines, sections, joints, supports and loads the frame analysis solves.

    • BimCraft
    64-bit, stated limit
    17 calculations
    64-bit Open item
  • Framing panels and cut lists

    Lays out the studs, plates, headers, joists and rafters of a framing panel, lists the pieces to cut, and places them in the model as members.

    • BimCraft
    • DetailCraft
    64-bit, direct
    12 calculations
    64-bit Open item
  • Furniture layout of a room

    Places a room's furniture by rule: against the walls or in the middle, clear of doors, windows and each other.

    • BimCraft
    • ModelCraft
    64-bit, stated limit
    9 calculations
    64-bit
  • G-code dry run and hole check

    Reads a generated G-code file and reports its extent, cutting and rapid lengths, depths and cutting time, and checks that every drilled hole lies on its panel.

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, stated limit
    10 calculations
    64-bit Open item
  • Gaussian plume concentration and contours

    Works out the concentration downwind of a continuous release, how far a concentration level reaches, and the outline of that level on a site plan.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    7 calculations
    64-bit Open item
  • GDSII layout: reals, flattening, areas and checks

    Reading and writing chip layout streams, flattening cell hierarchies, layer areas and the basic width, spacing and area checks.

    Every app 64-bit, stated limit
    12 calculations
    64-bit Open item
  • Geometric room acoustics

    Works out how sound energy arrives at a listener over time in a room, by image sources or by ray tracing, and from that the reverberation and clarity measures per octave band.

    • BimCraft
    32-bit step, flagged
    6 calculations
    32-bit in part Open item
  • Georeference written to the IFC file

    Writes a model's place on the map into the file: the map conversion numbers, the coordinate reference system and its length unit.

    • BimCraft
    64-bit, direct
    5 calculations
    64-bit
  • Gerber and drill file numbers

    The coordinates and sizes written to Gerber layers, drill files and the job file, and read back from them.

    Every app 64-bit, stated limit
    7 calculations
    64-bit Open item
  • Grid lines

    Lays out grid lines by spacing and angle, finds where they cross for snapping, and decides which lines an elevation sees end on.

    • BimCraft
    64-bit, direct
    6 calculations
    64-bit
  • Ground read from a survey file

    Reads ground points from a points file, drawing contours, a LAS or LAZ cloud, an elevation grid or LandXML, and sets their unit, offset and datum before they become the site's ground.

    • BimCraft
    32-bit step, flagged
    4 calculations
    32-bit in part Open item
  • Ground surface triangulation and contours

    Builds the triangulated ground surface from points, breaklines and a boundary, and works out its contours, elevation bands and outline.

    • BimCraft
    • CivilCraft
    64-bit, direct
    17 calculations
    64-bit
  • Half floats in EXR

    Converts between 16-bit half floats and 32-bit floats for EXR channels.

    • BimCraft
    • ModelCraft
    32-bit step, flagged
    2 calculations
    32-bit in part Open item
  • Half floats in USD

    Converts between 16-bit half floats and 32-bit floats for USD half types.

    • CadCraft
    • BimCraft
    • ModelCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    • PartCraft
    32-bit step, flagged
    2 calculations
    32-bit in part Open item
  • Hazardous area extents and zone geometry

    Works out how far a flammable zone extends from a release source, the zone shapes in plan, section and 3D, and the files that carry them to a site plan.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    10 calculations in 2 files
    64-bit Open item
  • Headset review: measuring, section cuts and issue cameras

    Works out the distance between two points picked in a headset, the plane of a section cut made there, and the camera and place saved with an issue.

    • BimCraft
    • ModelCraft
    32-bit step, flagged
    9 calculations in 2 files
    32-bit in part Open item
  • Heat exchanger rating

    Works out the duty, outlet temperatures, film coefficients, required area, pressure drops and tube count of a shell-and-tube, plate or air-cooled exchanger, and screens tubes for vibration.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    18 calculations in 2 files
    64-bit Open item
  • Heat-exchanger network design

    Proposes the matches, heaters and coolers of a heat-exchanger network from stream data by the pinch design method, with the duty and end temperatures of each.

    • CadCraft
    • BimCraft
    64-bit, direct
    5 calculations
    64-bit
  • Heating and cooling loads per room

    Works out what bounds each room, the U-value of each bounding element, and from them the design heating load, a degree-day year and a cooling peak.

    • BimCraft
    64-bit, stated limit
    11 calculations
    64-bit
  • I/O channel counts with spare allowance

    Counts the control system channels of each type on a P&ID and adds the spare allowance.

    • CadCraft
    • BimCraft
    64-bit, direct
    1 calculation
    64-bit Open item
  • IFC 4.3 infrastructure quantities and files

    Reads the quantities, stations and alignment lengths of roads, railways, bridges and other infrastructure from an IFC file, totals them per class, and writes a new IFC 4.3 file.

    • BimCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    64-bit, stated limit
    9 calculations
    64-bit Open item
  • IFC alignment curves and stations

    Reads the alignment curves of an IFC 4.3 file as sampled 3D polylines, finds the point at a station, places elements along them and builds solids swept between cross sections.

    • BimCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    64-bit, stated limit
    7 calculations
    64-bit Open item
  • IFC curves and profiles as point lists

    Turns the curves and cross-section profiles of an IFC file into polylines: arcs, circles, ellipses, trimmed curves, B-splines, offsets, and the standard steel shapes with their fillets.

    • BimCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    64-bit, stated limit
    10 calculations in 2 files
    64-bit Open item
  • IFC faces on curved surfaces

    Tessellates faces that lie on cylinders, cones, spheres, tori, swept surfaces and B-spline surfaces into triangles.

    • BimCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    64-bit, stated limit
    11 calculations
    64-bit
  • IFC geometry handed to the apps

    Gives each app an element's triangles and the matrix that places them, in meters with Y up, moved near the origin.

    • BimCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    32-bit step, flagged
    4 calculations
    32-bit in part Open item
  • IFC length unit and placement matrices

    Finds how many millimeters one length unit of an IFC file is, and multiplies, inverts and applies the 4 × 4 placement matrices used when reading and placing elements.

    • BimCraft
    64-bit, direct
    6 calculations
    64-bit
  • IFC measures in SI for USD

    Converts IFC lengths, areas and volumes to meters, square meters and cubic meters when properties are written to USD.

    • CadCraft
    • BimCraft
    • ModelCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    • PartCraft
    64-bit, direct
    1 calculation
    64-bit
  • IFC openings, clippings and half-space cuts

    Cuts openings and clipping solids out of an IFC element's mesh, so the element is drawn and measured with its voids.

    • BimCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    32-bit step, flagged
    8 calculations
    32-bit in part Open item
  • IFC swept solids, primitives and faceted shapes

    Builds the meshes of extruded, revolved and swept solids, swept disks such as rebar and pipes, the basic primitives, and faceted boundary shapes.

    • BimCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    64-bit, stated limit
    10 calculations in 2 files
    64-bit
  • IFC units and placements

    Reads the length and angle units of an IFC file and turns its placements, transformation operators, grid placements and map conversion into 4 × 4 matrices.

    • BimCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    64-bit, direct
    13 calculations in 2 files
    64-bit
  • Imported carbon factors, prices and climate data

    Reads a person's own carbon-factor file, cost book or climate answer into the tables the carbon, cost and solar panes calculate from.

    • BimCraft
    64-bit, stated limit
    5 calculations
    64-bit Open item
  • Interior elevations and their dimensions

    Frames each wall of a room as an interior elevation, writes its width, height and level dimensions, and turns placed items.

    • BimCraft
    64-bit, direct
    7 calculations in 2 files
    64-bit
  • Inverse kinematics and joint trajectories

    Joint angles that put a robot link at a target, and timed joint moves with their speeds, accelerations and peak torques.

    Every app 64-bit, stated limit
    9 calculations in 2 files
    64-bit
  • Issue viewpoints in BCF files

    Converts cameras and section planes between the viewer and the model's own coordinates, and writes and reads them in BCF issue files.

    • BimCraft
    • ModelCraft
    64-bit, direct
    8 calculations
    64-bit Open item
  • Joist depth from a span table the person loads

    Picks the smallest joist depth whose listed clear span reaches the span asked for, from a table the person loads.

    • BimCraft
    64-bit, stated limit
    6 calculations
    64-bit
  • Lab results to stream composition

    Turns lab results in mass, mole, ppm or mg/L terms into a proposed stream composition in mole fractions, and writes calculated compositions back in the lab's terms.

    • CadCraft
    • BimCraft
    64-bit, direct
    2 calculations
    64-bit
  • 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
  • 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 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, 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 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

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.