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.

  • Paper sizes, drawing scales and viewport aim

    Turns a scale 1:n and the drawing's units into a viewport scale, picks the standard scale at which a view fits, and sizes the space a new sheet leaves for views.

    • CadCraft
    64-bit, direct
    10 calculations
    64-bit
  • Parameter expressions

    Evaluates the formulas typed for parameters and dimensions: arithmetic, units, trigonometry in degrees, rounding functions and comparisons.

    • CadCraft
    • BimCraft
    • PartCraft
    64-bit, direct
    11 calculations
    64-bit
  • Parcels: deed calls, closure, area and legal description

    Reads bearings and distances, runs deed calls into corners, reports the misclosure and precision, and works out a parcel's courses, area, perimeter, labels and legal description.

    • CivilCraft
    64-bit, direct
    13 calculations in 2 files
    64-bit Open item
  • Part labels on label sheets

    Places a label for every piece on a printable label sheet and sizes its bar code.

    • CadCraft
    • BimCraft
    • ModelCraft
    • PartCraft
    64-bit, direct
    2 calculations
    64-bit
  • Pasted picture size

    Sizes a pasted picture, or a copied area pasted at its true size, in drawing units.

    • CadCraft
    64-bit, direct
    3 calculations
    64-bit
  • Pattern piece lengths, seam walking and areas

    Measures the sew line of a pattern piece: edge lengths, the distance round the outline between two points, seam walking against another piece, and the perimeter and area per size.

    • CadCraft
    64-bit, direct
    4 calculations
    64-bit
  • PCF piping files from and to pipe runs

    Writes BimCraft's pipe runs as piping components with end points, bores, bend angles and corner points, and turns the components of a piping file back into runs.

    • BimCraft
    64-bit, direct
    5 calculations
    64-bit
  • Photo material settings

    Keeps the tile size, roughness and bump strength of a material made from a photo, as they are saved in the file.

    • BimCraft
    64-bit, direct
    1 calculation
    64-bit
  • Picked points, object snaps and viewport views

    Turns a pointer position into drawing coordinates, finds the object snap under it, and works out the center, scale and twist of a sheet viewport after it was panned or zoomed.

    • CadCraft
    64-bit, direct
    7 calculations
    64-bit
  • Pictures: size, placement and clip

    Works out where a picture's corners lie, its pixel size when attached or pasted, and its clip boundary in pixel coordinates for saving.

    • CadCraft
    64-bit, direct
    6 calculations in 2 files
    64-bit
  • Pinch analysis

    Works out the minimum hot and cold utility, the pinch temperature, the composite curves, the area target and the minimum number of exchangers for a set of process streams.

    • CadCraft
    • BimCraft
    64-bit, direct
    5 calculations
    64-bit
  • Pipe route clearance size

    Turns the outside diameter of a pipe size from the spec table into millimeters for the route finder, and states the bend radius in millimeters.

    • BimCraft
    64-bit, direct
    1 calculation
    64-bit
  • Pipe run points with fall applied

    Applies the fall of a sloped pipe run to its corner points and reads the outside diameter of the pipe.

    • BimCraft
    64-bit, direct
    2 calculations
    64-bit
  • Pipe runs: layout, 3D solid and schedule

    Lays out a pipe run with its elbows, reducers and branches, builds its 3D solid, and adds up pipe lengths, weights and fittings for the schedule.

    • CadCraft
    64-bit, direct
    31 calculations in 4 files
    64-bit Open item
  • Pipe spec rules

    Checks a pipe run's size and valves against its pipe spec and says how a branch is made and what bend radius the spec gives.

    • BimCraft
    64-bit, direct
    3 calculations
    64-bit
  • Pipe spools, cut lists and spool sheets

    Where a steel pipe run is cut into spools, the length of each cut piece, the pipe weight on the bill of materials, and the duct cut list.

    • BimCraft
    64-bit, direct
    10 calculations in 2 files
    64-bit Open item
  • Pipe stress support helpers

    Works out the pressure thrust on a blind end, picks a spring hanger from the maker table and flags a stop that closes.

    • CadCraft
    • BimCraft
    64-bit, direct
    3 calculations
    64-bit
  • Piping in an IFC file as PCF components

    Reads pipe segments, fittings and valves from an IFC file and gives their end points, bores, bend angles and center points in millimeters.

    • BimCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    64-bit, direct
    4 calculations
    64-bit
  • Placing a scanned sheet in the project

    Works out the scale, rotation and position that put a scanned drawing into project coordinates, from a stated scale or from matched points, and converts traced lines with it.

    • CivilCraft
    64-bit, direct
    12 calculations
    64-bit Open item
  • Plan drawing and section sheets for DXF and PDF

    Turns the model into the linework and labels of the plan drawing and the cross-section sheets, as they are drawn on screen and written to DXF and PDF.

    • CivilCraft
    64-bit, direct
    7 calculations in 2 files
    64-bit
  • Plan view: picked points, wall outlines and dimensions

    Turns a pointer position into plan millimeters, and works out the dimension chain along each wall and the wall's plan outline with its door and window openings taken out.

    • BimCraft
    64-bit, direct
    5 calculations in 2 files
    64-bit
  • Planar faces of a mesh

    Groups a mesh's triangles into flat faces and traces each face's outline, for face picking, face profiles in DXF and merged faces in STEP.

    • PartCraft
    64-bit, direct
    5 calculations
    64-bit
  • Plant readings: units, comparison and trends

    Converts live plant readings to SI units, compares them with the model, thins long trends for plotting and summarizes a series.

    • CadCraft
    • BimCraft
    64-bit, direct
    5 calculations
    64-bit Open item
  • Planting: bed and hedge fills, planted areas and their quantities

    Fills beds, hedges and planted areas with plants at a spacing, counts each species, and totals areas, soil and mulch volumes and edging lengths.

    • CivilCraft
    64-bit, direct
    11 calculations in 2 files
    64-bit Open item
  • Points picked for surfaces

    Hands points picked in the model to the surfaces library, converting meters to millimeters.

    • ModelCraft
    64-bit, direct
    1 calculation
    64-bit
  • Polar and object snap tracking

    Pulls the pointer onto a ray at a set angle from a base point, or onto the crossing of two such rays, and returns that point for the drawing.

    • CadCraft
    64-bit, direct
    3 calculations
    64-bit Open item
  • Polygon mesh: normals, areas, triangles and volume

    The normal, area, center and flatness of a mesh face, the triangles the mesh is cut into, and the area and volume reported for a mesh.

    • CadCraft
    • ModelCraft
    64-bit, direct
    7 calculations
    64-bit
  • Polygon triangulation (ear clipping)

    Splits a flat polygon with holes into triangles, for caps of extruded sections and faces with holes.

    • CadCraft
    • BimCraft
    • ModelCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    • PartCraft
    64-bit, direct
    9 calculations
    64-bit
  • Polygon triangulation by ear clipping

    Splits a flat polygon with holes into triangles for IFC shapes.

    • BimCraft
    • TakeoffCraft
    • CivilCraft
    • DetailCraft
    64-bit, direct
    5 calculations
    64-bit
  • Power line tables, quantities and GIS export

    Turns a line study into stringing tables, a support table, material quantities and GIS features in the project's units.

    • CivilCraft
    64-bit, direct
    7 calculations
    64-bit Open item
  • Pressure vessel thickness and support formulas

    Works out required shell, head and cone thickness, allowable pressures, nozzle reinforcement areas, saddle and skirt stresses and wind and seismic loads on a vessel.

    • CadCraft
    • BimCraft
    64-bit, direct
    19 calculations in 2 files
    64-bit Open item
  • Priced estimate

    Each row's quantity with waste, its material and labor amounts, crew hours, and the totals of the estimate, of each bid area and of each alternate.

    • TakeoffCraft
    64-bit, direct
    5 calculations
    64-bit Open item
  • Print check: weld, volume, area and intersections

    Checks whether a mesh is ready for a 3D printer and reports its size, volume, surface area, overhang area and problems.

    • ModelCraft
    • PartCraft
    64-bit, direct
    8 calculations
    64-bit
  • Printing patterns at full size

    Lays pattern pieces on one large page or on tiled home-printer pages at 1:1, with a test square to check the print scale (Apparel add-on).

    • CadCraft
    64-bit, direct
    6 calculations
    64-bit
  • Process diagram entities

    Lays out the process flow diagram, node boundaries and live value labels that the P&ID add-on and the Plant tab add to a drawing.

    • CadCraft
    • BimCraft
    64-bit, direct
    4 calculations
    64-bit
  • Properties panel: measures and geometry edits

    Shows an object's length, angle, area, circumference, chord and sweep, and changes the object when one of them is typed.

    • CadCraft
    64-bit, direct
    10 calculations in 2 files
    64-bit
  • Push/pull, move, stretch, follow me and intersect

    The new positions of vertices when a face is pushed or pulled, geometry is moved or stretched, a face is swept along a path, or faces are cut where they cross.

    • CadCraft
    • ModelCraft
    64-bit, direct
    9 calculations
    64-bit
  • Quantities sent in a bid package

    Sends each scope line's quantity and unit to the bidding service.

    • TakeoffCraft
    64-bit, direct
    2 calculations
    64-bit Open item
  • Railing posts, balusters and rails

    Works out where a railing's posts and balusters stand, how long its rails are, and the solids that are written into the model.

    • BimCraft
    64-bit, direct
    3 calculations
    64-bit Open item
  • Railway turnouts, crossovers and clearance envelopes

    Works out the geometry of a turnout and a crossover from the frog number, the speed on the diverging route, the extra width a vehicle needs on a curve, and whether two clearance outlines overlap.

    • CivilCraft
    64-bit, direct
    7 calculations
    64-bit Open item
  • Rates exported as a price table

    Writes each priced item's material and labor rates as a price table another app can read.

    • TakeoffCraft
    64-bit, direct
    2 calculations
    64-bit Open item
  • Rates, percentages and extended amounts

    Reads a typed unit rate and percentage, and works out quantity × rate to the cent.

    • TakeoffCraft
    64-bit, direct
    6 calculations in 2 files
    64-bit
  • Rays and distances on a printer mesh

    Finds the nearest face a ray meets and the distance from a point to the nearest face, for the supports preview, the wall-thickness check, hollowing and splitting.

    • ModelCraft
    • PartCraft
    64-bit, direct
    5 calculations
    64-bit
  • Redline items placed in the drawing

    Maps the marks of a redline package from sheet fractions to drawing coordinates and sizes the revision clouds drawn round accepted items.

    • CadCraft
    64-bit, direct
    4 calculations
    64-bit
  • Reference picture size and position

    Places a copied area of a sheet in the model at its true size.

    • DetailCraft
    64-bit, direct
    4 calculations
    64-bit
  • Reference planes, axes and points

    Works out a reference plane, axis or point from the faces, edges, planes and points it is defined by.

    • PartCraft
    64-bit, direct
    9 calculations
    64-bit
  • Refrigeration copper tube sizes

    Gives the outside diameter, wall and inside diameter of a refrigerant line from its trade size.

    • BimCraft
    64-bit, direct
    1 calculation
    64-bit
  • Regulation limits in force and how values are written

    Gives an app's tools the tightest limit of a rule across the ticked regulation packs, and writes required and found values in problems and on the code summary sheet.

    • CadCraft
    • BimCraft
    • CivilCraft
    • DetailCraft
    64-bit, direct
    4 calculations in 2 files
    64-bit Open item
  • Rendered picture size

    Works out the width and height in pixels of a picture an assistant asks the Render dialog for.

    • BimCraft
    64-bit, direct
    1 calculation
    64-bit
  • Revision overlay: lining up two sheets and moving the takeoff

    Fits the move, turn and scale that lays an old sheet over its revision from two pairs of picked points, and carries the marks and the scale across.

    • TakeoffCraft
    64-bit, direct
    7 calculations in 3 files
    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.