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.

  • Sketch photo to drawing: sheet, perspective and scale

    Finds the sheet of paper in a photo, straightens it, and places the traced lines and arcs in the drawing at a stated scale.

    • ModelCraft
    • CivilCraft
    64-bit, stated limit
    7 calculations in 2 files
    64-bit Open item
  • Sketch profiles as closed polygons

    Turns the lines, arcs, circles and splines of a sketch into closed polygon loops, tests whether a point is inside them, and gives a loop's area.

    • PartCraft
    64-bit, stated limit
    5 calculations
    64-bit
  • Sketch profiles for exact solids

    Turns a sketch's lines, arcs, circles and splines into closed loops, decides which loops are holes, and hands the exact curves to the solid kernel.

    • PartCraft
    64-bit, direct
    6 calculations
    64-bit Open item
  • Sketch solver

    Moves the points and radii of a sketch until every relation and dimension is met, and reports how many degrees of freedom are left and which relations conflict or repeat.

    • PartCraft
    64-bit, stated limit
    11 calculations in 2 files
    64-bit Open item
  • Sketch splines: evaluation, fitting and exact pieces

    Evaluates sketch splines and their derivatives, fits a spline through points, cuts an exact piece out of one, and gives the area a closed spline encloses.

    • PartCraft
    64-bit, direct
    13 calculations
    64-bit
  • Sketch splines: length, nearest point, polyline and offset

    The length of a sketch spline, the point on it nearest a given point, its points within a chord tolerance, and its offset curve.

    • PartCraft
    64-bit, stated limit
    4 calculations
    64-bit
  • Sketch tools: trim, extend, offset, mirror, pattern, polygon, slot, project

    Changes sketch geometry with the editing tools: new end points for trimmed and extended curves, offset copies, mirrored and patterned copies, polygons, slots and projected model edges.

    • PartCraft
    64-bit, direct
    11 calculations
    64-bit Open item
  • Skin weights and skinning

    Works out how much each bone moves each vertex, and moves the mesh's points with the bones.

    • ModelCraft
    32-bit step, flagged
    9 calculations in 3 files
    32-bit in part Open item
  • Skinning on the graphics card

    Vertex skinning by bones on the GPU for the real-time view and the path tracer.

    • ModelCraft
    Display only
    2 calculations
    32-bit, display only
  • SKP import: placements, texture coordinates and face loops

    Reads component placements, texture coordinates and the direction of face loops from SKP files.

    • ModelCraft
    64-bit, direct
    6 calculations in 2 files
    64-bit
  • Sky view and daylight factor

    Works out how much of the sky each window sees and the daylight factor on a grid of points in a room.

    • BimCraft
    64-bit, stated limit
    19 calculations
    64-bit
  • Slope stability

    Finds the factor of safety of a circular slip surface by Bishop's simplified method or the ordinary method of slices, and searches for the critical circle.

    • CivilCraft
    64-bit, stated limit
    6 calculations
    64-bit Open item
  • Smooth shading and texture placement

    The normals that make faces joined by soft edges shade as one surface, and where an imported texture lies on a face.

    • CadCraft
    • ModelCraft
    Display only
    3 calculations
    32-bit, display only
  • Snap points picked in the 3D view

    The 3D point a click gives when it snaps to a face, an edge, a midpoint, a face center, an axis direction or a locked direction. That point becomes model geometry.

    • CadCraft
    • ModelCraft
    64-bit, direct
    12 calculations
    64-bit Open item
  • Snapping to and measuring the sheet's own linework

    Reads the vector lines of a PDF page or a CAD sheet, snaps picked points to them, and measures a whole connected path or closed loop from one click.

    • TakeoffCraft
    64-bit, stated limit
    11 calculations in 4 files
    64-bit Open item
  • Solar array layout on roofs and ground

    Finds the roof planes that can carry modules, fits modules inside a plane with a setback, and lays out ground rows with a spacing that avoids shade at the winter solstice.

    • BimCraft
    • CivilCraft
    64-bit, stated limit
    8 calculations
    64-bit
  • Solar array shading

    Works out, for each hour of each month's representative day, the share of a solar array's sample points that the model shades from the direct sun, and the share of the beam light lost.

    • BimCraft
    • CivilCraft
    64-bit, stated limit
    4 calculations
    64-bit
  • Solar array site and saved summary

    The latitude and longitude kept for a ground PV array and the numbers the file keeps for its plan.

    • CivilCraft
    64-bit, stated limit
    2 calculations
    64-bit
  • Solar arrays on the model

    Reads the roof planes from the model, plans an array on a roof or the ground, stores it in the file, and combines shading over the modules for the yield.

    • BimCraft
    32-bit step, flagged
    7 calculations
    32-bit in part Open item
  • Solar one-line currents, devices and wires

    Works out the current on each run of a solar one-line diagram and picks the overcurrent device and wire size from the tables the person gives.

    • BimCraft
    64-bit, stated limit
    6 calculations
    64-bit Open item
  • Solar string sizing

    Works out how many modules go in a string and how many strings on an inverter from the module and inverter ratings and the temperatures given.

    • BimCraft
    • CivilCraft
    64-bit, direct
    6 calculations
    64-bit Open item
  • Solar yield estimate

    Estimates the DC and AC energy a solar array gives in a year, month by month, with shading, temperature, losses and inverter clipping, and its performance ratio.

    • BimCraft
    • CivilCraft
    64-bit, stated limit
    8 calculations
    64-bit Open item
  • Solid modeling

    Rebuilds a part from its feature history: extrudes, cuts, patterns and boolean operations.

    • PartCraft
    32-bit step, flagged
    2 calculations
    32-bit in part Open item
  • Solvers shared by the process engine

    The linear solve, Newton iteration, ODE integrator and bracketed root finder that the flowsheet, reactors and design specifications call.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    4 calculations
    64-bit Open item
  • Solving an expression for one parameter

    Finds the value of one parameter that makes an expression give a wanted result, the other parameters held.

    • CadCraft
    • BimCraft
    • PartCraft
    64-bit, stated limit
    2 calculations
    64-bit Open item
  • Sound insulation ratings and the mass law

    Works out the single-number airborne and impact sound ratings from sixteen third-octave values, and estimates a plain wall's sound reduction from its mass.

    • BimCraft
    64-bit, stated limit
    6 calculations
    64-bit Open item
  • Spending on a person's own AI model

    Adds up what calls to a person's own AI model have cost today and this month, and stops a call that could pass the limits the person set.

    Every app 64-bit, stated limit
    4 calculations
    64-bit
  • Spline through fit points

    Works out the control points and knots of a cubic spline that a drawing stores only by its fit points and end tangents.

    • CadCraft
    • BimCraft
    • ModelCraft
    • TakeoffCraft
    • CivilCraft
    64-bit, direct
    5 calculations
    64-bit Open item
  • Splines: curve points, fitting and editing

    Evaluates a spline, builds one through fit points or from control points, turns it into points for drawing and measuring, and inserts control points without changing the curve.

    • CadCraft
    64-bit, stated limit
    12 calculations in 2 files
    64-bit Open item
  • Splitting a model into printable pieces

    Cuts a model too big for the printer into pieces that fit the bed, places connectors and part numbers on the cut faces, and lists the pieces.

    • ModelCraft
    • PartCraft
    32-bit step, flagged
    23 calculations in 2 files
    32-bit in part Open item
  • Spoken lengths, directions and extents

    Works out the lengths, distances, directions and extents that CadCraft says when the drawing is described in words.

    • CadCraft
    64-bit, direct
    9 calculations
    64-bit Open item
  • Spread between coarse and refined results

    States how far a coarse live result is from the refined one, as a fraction.

    • CadCraft
    • BimCraft
    • DetailCraft
    • PartCraft
    64-bit, direct
    1 calculation
    64-bit
  • Sprinkler layout and hydraulic calculation

    Places sprinkler heads on a grid in a room, builds the branch and main network, sizes the pipes and finds the pressure and flow the design area needs against the water supply.

    • BimCraft
    64-bit, stated limit
    16 calculations in 3 files
    64-bit Open item
  • Stack plume rise and air dispersion screening

    Works out the effective height of a stack plume, the worst-case and hour-by-hour ground concentrations at receptors, and the contours drawn on a plan.

    • CadCraft
    • BimCraft
    64-bit, stated limit
    10 calculations in 2 files
    64-bit Open item
  • Stage lighting plot: positions, fixtures and loads

    Measures the pipes and trusses fixtures hang on, spreads fixtures evenly along them, finds which position a fixture belongs to and totals the wattage.

    • CadCraft
    64-bit, direct
    11 calculations in 3 files
    64-bit
  • Stair family from a sketch

    Writes a sketched stair as a family recipe with its width, tread, total rise, tread counts and riser height as parameters.

    • BimCraft
    64-bit, direct
    2 calculations
    64-bit
  • Stair risers, treads and stairwell

    Works out how many risers a stair needs and how high each is, lays out the treads, landings, winders or spiral wedges, checks them against the limits, and cuts the stairwell in the floor above.

    • BimCraft
    64-bit, direct
    12 calculations in 2 files
    64-bit
  • Staking reports

    Lists stakes along an alignment at stations and offsets, or survey points measured against it, each with its coordinates, design and ground elevations and cut or fill.

    • CivilCraft
    64-bit, direct
    5 calculations
    64-bit
  • Standard part templates

    Builds a parametric part for a standard bolt, nut, washer, pin, bearing or key at a size from the standards tables.

    • PartCraft
    64-bit, stated limit
    4 calculations
    64-bit Open item
  • Standard parts and library items

    Works out the dimensions, mass and drawing of standard bolts, nuts, washers, pins, keys, bearings and gears, and turns parts and steel sections into library items.

    • CadCraft
    • PartCraft
    64-bit, direct
    9 calculations in 2 files
    64-bit
  • Standard sections: member solids, mass and parts list

    Builds a steel member as a solid from a standard section, shows a section's mass per meter, and totals the placed parts into a parts list.

    • CadCraft
    64-bit, stated limit
    4 calculations
    64-bit
  • Starter door and window sizes

    The width, height and sill of the starter door and window types, written in inches and stored in millimeters.

    • BimCraft
    64-bit, direct
    2 calculations
    64-bit
  • Starter library: plants and entourage sizes

    Builds a plant or entourage component at the size the plant list gives.

    • ModelCraft
    64-bit, direct
    2 calculations
    64-bit
  • Statistical comparison of rendered pictures

    Decides whether two renderers give the same picture, and whether a test scene returns the expected brightness, by comparing block means against the pictures' own noise.

    • BimCraft
    • ModelCraft
    64-bit, stated limit
    5 calculations
    64-bit
  • Steel member checks on a solved frame

    Runs the steel code checks along every member for every strength combination, finds the governing ratio, checks the deflection limit, and finds what gives way first.

    • CadCraft
    • BimCraft
    • DetailCraft
    64-bit, stated limit
    12 calculations in 2 files
    64-bit
  • Steel member resistance to EN 1993-1-1

    The design resistances of a rolled I or H section: classification, tension, bending, shear, buckling, lateral-torsional buckling and the combined checks.

    • CadCraft
    • BimCraft
    • DetailCraft
    64-bit, stated limit
    11 calculations
    64-bit Open item
  • Steel member strength to AISC 360-16

    The design strengths of a rolled I-shape in tension, compression, bending and shear, and the combined bending and axial check.

    • CadCraft
    • BimCraft
    • DetailCraft
    64-bit, stated limit
    12 calculations
    64-bit Open item
  • Steel profiles: area, mass per meter and sizes

    Looks up a steel section or builds a plate or custom profile, and gives its outline, area, mass per meter, width, depth and perimeter.

    • DetailCraft
    64-bit, stated limit
    5 calculations
    64-bit
  • Steel section dimensions, areas and outlines

    Gives the dimensions, published area and mass of every steel section in millimeters, the exact area from the dimensions, and the outline used to draw and sweep it.

    • CadCraft
    • BimCraft
    • DetailCraft
    • PartCraft
    64-bit, direct
    6 calculations
    64-bit Open item
  • STEP curves and surfaces: parameters from points

    Finds where a 3D point of an edge lies on a free-form curve or surface, so the face it bounds can be laid out flat and triangulated.

    • BimCraft
    • ModelCraft
    • PartCraft
    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.