Resources

Numerical accuracy

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

  • 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.

  • 2D constraint solver

    Moves lines, circles, arcs, points and polyline vertices so that the geometric and dimensional constraints placed on them are met.

    • CadCraft
    64-bit, stated limit
    9 calculations
    64-bit Open item
  • 2D drawing on screen

    Draws the drawing, the grid and the cursor aids on the two canvases of the 2D view.

    • CadCraft
    Display only
    4 calculations
    32-bit, display only
  • 2D flow solver (finite volume)

    Computes laminar flow in a rectangular region and the mixing of a tracer in it: velocities, pressure, concentration and a mixing time.

    • CadCraft
    64-bit, stated limit
    14 calculations
    64-bit Open item
  • 2D mixing solver (lattice Boltzmann)

    Computes laminar flow and tracer mixing in tanks and flow-through boxes on a lattice, with a mixing time and a residence time distribution.

    • CadCraft
    64-bit, stated limit
    10 calculations
    64-bit Open item
  • 3D drawing and editing tools

    Turns clicks and typed values into the arcs, rectangles, offsets, moves, rotations, scales, guides and dimensions that are stored in the 3D model.

    • CadCraft
    • ModelCraft
    64-bit, direct
    18 calculations
    64-bit
  • 3D frame analysis

    Member forces, reactions and deflections of a 3D frame by the direct stiffness method.

    • CadCraft
    • BimCraft
    • DetailCraft
    64-bit, direct
    4 calculations
    64-bit
  • 3D solid commands: sizes, paths and reported volume

    Turns the heights, angles, outlines and paths typed or picked for EXTRUDE, SWEEP and REVOLVE into the numbers the solid is built from, and works out the volume the command line prints.

    • CadCraft
    64-bit, stated limit
    5 calculations
    64-bit
  • 3D solids, faces and units in a drawing

    Builds boxes, cylinders, wedges and extrusions from 2D outlines, reports their volume, and carries the 3D model between drawing units and meters.

    • CadCraft
    64-bit, stated limit
    9 calculations
    64-bit
  • 3D tab drawing of the 2D lines and kept solids

    Sends the 2D drawing's lines and the solids kept from DWG files to the graphics card for the 3D tab.

    • CadCraft
    Display only
    2 calculations
    32-bit, display only
  • 3D vectors, planes and transforms

    The vector, plane, ray and 4×4 matrix helpers that the 3D modeling kernel uses for every point it stores.

    • CadCraft
    • BimCraft
    • ModelCraft
    • TakeoffCraft
    • CivilCraft
    64-bit, direct
    12 calculations
    64-bit Open item
  • 3D view drawing

    Builds the meshes, edges, lights and overlay lines that draw the 3D model on screen.

    • CadCraft
    • ModelCraft
    Display only
    3 calculations
    32-bit, display only
  • ACIS solids turned into triangles

    Turns the 3D solids stored in DWG and DXF files (ACIS data) into triangle meshes: shown on CadCraft's 3D tab, and brought into ModelCraft as groups when such a file is imported.

    • CadCraft
    • ModelCraft
    64-bit, stated limit
    26 calculations in 2 files
    64-bit Open item
  • Activated sludge plant steady state (ASM1)

    Works out the steady concentrations in a chain of treatment tanks with recycles and a clarifier, the effluent and waste sludge, the sludge age and the mass balances.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    8 calculations
    64-bit Open item
  • Activity coefficients and Henry's law

    Works out liquid activity coefficients by NRTL, Wilson and UNIQUAC and Henry's constants for dissolved gases.

    • CadCraft
    • BimCraft
    64-bit, direct
    6 calculations
    64-bit
  • Add-on solids placed on the 3D tab

    Converts the faces an add-on hands over from drawing units into the 3D model's units and places them.

    • CadCraft
    64-bit, direct
    1 calculation
    64-bit
  • Align and distribute

    Works out the move, turn and scale that carry picked source points onto destination points, and the moves that line objects up or space them evenly.

    • CadCraft
    64-bit, direct
    5 calculations
    64-bit
  • Analysis results drawn on the model

    The deflected shape, force diagrams and colored plate contours shown on the 3D view.

    • CadCraft
    • BimCraft
    • DetailCraft
    Display only
    3 calculations in 2 files
    32-bit, display only
  • Apparel commands: piece table, marks and marker output

    The Apparel add-on's commands that put numbers into the drawing or a file: the piece table, grain lines and buttonholes, automatic nesting on a marker and the marker's PDF.

    • CadCraft
    64-bit, stated limit
    11 calculations
    64-bit Open item
  • Arcs, circles, smooth curves, divide and offset

    The corner points of arcs, circles, polygons and smooth curves, what is reported about a curve, equal division, and the offset of a face outline or a chain of edges.

    • CadCraft
    • ModelCraft
    64-bit, stated limit
    11 calculations
    64-bit Open item
  • Area, perimeter and length

    Works out the area and perimeter of circles, polylines and hatches and the length of lines, arcs, polylines and splines.

    • CadCraft
    64-bit, direct
    5 calculations
    64-bit Open item
  • Arithmetic on typed lengths

    Works out a length typed as an expression, such as 4+7/16 or 2*450mm, wherever a length is asked for.

    • CadCraft
    • ModelCraft
    • MarkupCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    64-bit, direct
    4 calculations
    64-bit
  • As-built points compared with the drawing

    Brings the drawing's design points and surveyed as-built points to the same units, compares them against a tolerance, and marks and reports the differences.

    • CadCraft
    64-bit, direct
    3 calculations
    64-bit
  • Automatic constraints and dimension conversion

    Finds ends that meet and lines that are level or upright and constrains them, and turns a plain dimension into a constraint on the objects it measures.

    • CadCraft
    64-bit, direct
    2 calculations
    64-bit
  • Automatic dimensions

    Chooses what to dimension from the level and plumb edges, openings, circles and grid lines of a drawing and places chains, overall dimensions and diameters.

    • CadCraft
    64-bit, direct
    6 calculations
    64-bit Open item
  • Automatic sheet layout

    Splits a drawing into parts, picks a paper size and standard scale, and places a viewport for every part on the sheet.

    • CadCraft
    64-bit, direct
    7 calculations
    64-bit
  • Batch schedule and batch inventory

    Places a recipe's steps on the plant's vessels for a number of batches and reports start and finish hours, utilization, cycle time and batches per day; keeps a mole inventory of charges, transfers, reactions and discharges.

    • CadCraft
    • BimCraft
    64-bit, direct
    4 calculations
    64-bit
  • Bearings and degrees-minutes-seconds

    Reads typed quadrant bearings and degrees-minutes-seconds angles, and writes angles in decimal degrees, degrees-minutes-seconds, grads, radians or surveyor's bearings.

    • CadCraft
    64-bit, direct
    6 calculations
    64-bit
  • Board geometry and clearances

    Distances between tracks, pads and zones, point-in-shape tests, areas and pad positions on a printed circuit board.

    Every app 64-bit, direct
    10 calculations in 2 files
    64-bit Open item
  • Board placement and routing

    Where parts are placed and where tracks and vias run on a board, with the wire length reported.

    Every app 64-bit, stated limit
    8 calculations in 2 files
    64-bit Open item
  • Box tree for picking and collisions

    Finds which items have a box that a point range or a ray touches, for picking, snapping and collision checks.

    • CadCraft
    • ModelCraft
    • PartCraft
    64-bit, direct
    2 calculations
    64-bit
  • Burn levels of an engraved picture

    Resamples a gray picture to the engraving grid and turns each cell into a burn level.

    • CadCraft
    • PartCraft
    32-bit step, flagged
    2 calculations
    32-bit in part Open item
  • Cabinet job cost estimate

    Prices a cabinet job from its sheets, edge banding, frame stock, hardware, countertops, labor and machine time, with markup and tax.

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, stated limit
    10 calculations
    64-bit Open item
  • Cabinet job edits that change sizes

    Works out the sizes an edit puts into a cabinet job: the job in the other unit, a filler for a leftover, a gap at a door or window, and the notch of a new L or U room.

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, stated limit
    4 calculations
    64-bit Open item
  • Cabinet job totals: linear stock and sheet count

    Adds up the hardwood to buy by length and counts the sheets a nested job uses.

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, direct
    2 calculations
    64-bit
  • Cabinet material sizes, grooves and drill files

    Holds the thicknesses of the sheet materials and edge bands, derives the groove and sheet size from the picks, and writes the drill and G-code files.

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, stated limit
    5 calculations in 2 files
    64-bit
  • Cabinet parts from a box and construction rules

    Turns a cabinet's width, height and depth and the shop's construction rules into the parts to cut: sides, bottom, top or rails, back, shelves, doors, drawer fronts and drawer boxes.

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, direct
    6 calculations
    64-bit
  • Cabinet plan, elevation, section and 3D boxes

    Builds the drawing geometry of a cabinet job: each cabinet in plan, front view and section, the dimensioned shop drawings, and the boxes of the 3D view.

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, direct
    13 calculations in 3 files
    64-bit Open item
  • Cabinet run layout and countertops

    Places every cabinet, filler and end panel along its wall or island, works out how runs meet at corners, and sizes the countertops.

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, stated limit
    19 calculations in 2 files
    64-bit Open item
  • Cabinet shop drawings as drawing objects

    Turns the cabinet plan, elevations, sections, schedule, cut list and nested sheets into lines, polylines, texts, hatches and dimensions of the open drawing (CabinetCraft add-on).

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, stated limit
    6 calculations
    64-bit Open item
  • CabinetCraft in a drawing: units, room outline and solids

    Reads a room from a closed polyline of the drawing in millimeters, converts cabinet shop drawings and 3D solids to the drawing's unit, and decides where the sheets are drawn (CabinetCraft add-on in CadCraft).

    • CadCraft
    64-bit, stated limit
    7 calculations
    64-bit Open item
  • CabinetCraft parts, fronts and face frames

    Works out the cut-list parts of a cabinet job: face-frame stiles and rails, overlay doors and drawer fronts, drawer boxes, blind panels, fillers and end panels.

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, stated limit
    11 calculations
    64-bit Open item
  • CabinetCraft room picking and dry-run units

    Snaps picked room corners to a grid, decides which way round the picked outline runs, and converts sheet sizes between the job's units and a G-code program's units for the dry run.

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, direct
    4 calculations
    64-bit Open item
  • Cabinets along a wall line

    Places cabinets one after another along a wall line picked in the plan, finds which cabinets belong to a front view, and prints areas and lengths of the cut list (Cabinet add-on).

    • CadCraft
    64-bit, direct
    6 calculations
    64-bit
  • Cabinets as 3D viewport bodies

    Turns the cabinet job into boxes and meshes for the 3D viewport: every panel, the floor and the walls with their openings (CabinetCraft add-on).

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    Display only
    2 calculations
    32-bit, display only
  • Cabinets on angled and curved walls

    The geometry of cabinets on walls that are not at right angles or are curved: arc walls from radius, sweep or three points, cabinets stepped round an arc, and the corner cabinet at any angle (CabinetCraft add-on).

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, stated limit
    16 calculations
    64-bit Open item
  • Cable routes in trays and conduits on the installation plan

    Turns the routes drawn on the plan and the circuits into cables with a route, and into the fill rows of each tray and conduit.

    • CadCraft
    64-bit, stated limit
    3 calculations
    64-bit
  • Calc sheet units, functions and driven parameters

    The unit factors, powers, functions and conversions of a calc sheet, and the values a sheet writes into the app's parameters.

    Every app 64-bit, direct
    13 calculations
    64-bit Open item
  • Calc sheets

    Unit-aware formulas saved with the file: spans, loads, moments, pass or fail checks.

    Every app 64-bit, direct
    3 calculations
    64-bit Open item
  • Calculator results and export

    Turns what a process calculator works out into the lines of its results table, its CSV export and the one figure it gives the status bar.

    • CadCraft
    • BimCraft
    64-bit, direct
    7 calculations in 2 files
    64-bit Open item
  • Capital and operating cost

    Estimates the purchased and installed cost of process equipment and the yearly cost of its energy.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    5 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.