perf: optimize best fit computation and plate optimizer

- Try all valid best fit pairs instead of only the first when qty=2,
  picking the best via IsBetterFill comparer (fixes suboptimal plate
  selection during auto-nesting)
- Pre-compute best fits across all plate sizes once via
  BestFitCache.ComputeForSizes instead of per-size GPU evaluation
- Early exit plate optimizer when all items fit (salvage < 100%)
- Trim slide offset sweep range to 50% overlap to reduce candidates
- Use actual geometry (ray-arc/ray-circle intersection) instead of
  tessellated polygons for slide distance computation — eliminates
  the massive line count from circle/arc tessellation
- Add RayArcDistance and RayCircleDistance to SpatialQuery
- Add PartGeometry.GetOffsetPerimeterEntities for non-tessellated
  perimeter extraction
- Disable GPU slide computer (slower than CPU currently)
- Remove dead SelectBestFitPair virtual method and overrides

Reduces best fit computation from 7+ minutes to ~4 seconds for a
73x25" part with 30+ holes on a 48x96 plate.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

OpenNest.Core/Geometry/SpatialQuery.cs

@@ -104,6 +104,95 @@ namespace OpenNest.Geometry
             return double.MaxValue;
         }
 
+        /// <summary>
+        /// Computes the distance from a point along a direction to an arc.
+        /// Solves ray-circle intersection, then constrains hits to the arc's
+        /// angular span. Returns double.MaxValue if no hit.
+        /// </summary>
+        [System.Runtime.CompilerServices.MethodImpl(
+            System.Runtime.CompilerServices.MethodImplOptions.AggressiveInlining)]
+        public static double RayArcDistance(
+            double vx, double vy,
+            double cx, double cy, double r,
+            double startAngle, double endAngle, bool reversed,
+            double dirX, double dirY)
+        {
+            // Ray: P = (vx,vy) + t*(dirX,dirY)
+            // Circle: (x-cx)^2 + (y-cy)^2 = r^2
+            var ox = vx - cx;
+            var oy = vy - cy;
+
+            // a = dirX^2 + dirY^2 = 1 for unit direction, but handle general case
+            var a = dirX * dirX + dirY * dirY;
+            var b = 2.0 * (ox * dirX + oy * dirY);
+            var c = ox * ox + oy * oy - r * r;
+
+            var discriminant = b * b - 4.0 * a * c;
+            if (discriminant < 0)
+                return double.MaxValue;
+
+            var sqrtD = System.Math.Sqrt(discriminant);
+            var inv2a = 1.0 / (2.0 * a);
+            var t1 = (-b - sqrtD) * inv2a;
+            var t2 = (-b + sqrtD) * inv2a;
+
+            var best = double.MaxValue;
+
+            if (t1 > -Tolerance.Epsilon)
+            {
+                var hitAngle = Angle.NormalizeRad(System.Math.Atan2(
+                    vy + t1 * dirY - cy, vx + t1 * dirX - cx));
+                if (Angle.IsBetweenRad(hitAngle, startAngle, endAngle, reversed))
+                    best = t1 > Tolerance.Epsilon ? t1 : 0;
+            }
+
+            if (t2 > -Tolerance.Epsilon && t2 < best)
+            {
+                var hitAngle = Angle.NormalizeRad(System.Math.Atan2(
+                    vy + t2 * dirY - cy, vx + t2 * dirX - cx));
+                if (Angle.IsBetweenRad(hitAngle, startAngle, endAngle, reversed))
+                    best = t2 > Tolerance.Epsilon ? t2 : 0;
+            }
+
+            return best;
+        }
+
+        /// <summary>
+        /// Computes the distance from a point along a direction to a full circle.
+        /// Returns double.MaxValue if no hit.
+        /// </summary>
+        [System.Runtime.CompilerServices.MethodImpl(
+            System.Runtime.CompilerServices.MethodImplOptions.AggressiveInlining)]
+        public static double RayCircleDistance(
+            double vx, double vy,
+            double cx, double cy, double r,
+            double dirX, double dirY)
+        {
+            var ox = vx - cx;
+            var oy = vy - cy;
+
+            var a = dirX * dirX + dirY * dirY;
+            var b = 2.0 * (ox * dirX + oy * dirY);
+            var c = ox * ox + oy * oy - r * r;
+
+            var discriminant = b * b - 4.0 * a * c;
+            if (discriminant < 0)
+                return double.MaxValue;
+
+            var sqrtD = System.Math.Sqrt(discriminant);
+            var t = (-b - sqrtD) / (2.0 * a);
+
+            if (t > Tolerance.Epsilon) return t;
+            if (t >= -Tolerance.Epsilon) return 0;
+
+            // First root is behind us, try the second
+            t = (-b + sqrtD) / (2.0 * a);
+            if (t > Tolerance.Epsilon) return t;
+            if (t >= -Tolerance.Epsilon) return 0;
+
+            return double.MaxValue;
+        }
+
         /// <summary>
         /// Computes the minimum translation distance along a push direction before
         /// any edge of movingLines contacts any edge of stationaryLines.

OpenNest.Core/PartGeometry.cs

@@ -39,7 +39,30 @@ namespace OpenNest
             return lines;
         }
 
-        public static List<Line> GetOffsetPartLines(Part part, double spacing, double chordTolerance = 0.001)
+        /// <summary>
+        /// Returns the perimeter entities (Line, Arc, Circle) with spacing offset applied,
+        /// without tessellation. Much faster than GetOffsetPartLines for parts with many arcs.
+        /// </summary>
+        public static List<Entity> GetOffsetPerimeterEntities(Part part, double spacing)
+        {
+            var geoEntities = ConvertProgram.ToGeometry(part.Program);
+            var profile = new ShapeProfile(
+                geoEntities.Where(e => e.Layer != SpecialLayers.Rapid).ToList());
+
+            var offsetShape = profile.Perimeter.OffsetOutward(spacing);
+            if (offsetShape == null)
+                return new List<Entity>();
+
+            // Offset the shape's entities to the part's location.
+            // OffsetOutward creates a new Shape, so mutating is safe.
+            foreach (var entity in offsetShape.Entities)
+                entity.Offset(part.Location);
+
+            return offsetShape.Entities;
+        }
+
+        public static List<Line> GetOffsetPartLines(Part part, double spacing, double chordTolerance = 0.001,
+            bool perimeterOnly = false)
         {
             var entities = ConvertProgram.ToGeometry(part.Program);
             var profile = new ShapeProfile(
@@ -50,9 +73,12 @@ namespace OpenNest
             AddOffsetLines(lines, profile.Perimeter.OffsetOutward(totalSpacing),
                 chordTolerance, part.Location);
 
-            foreach (var cutout in profile.Cutouts)
-                AddOffsetLines(lines, cutout.OffsetInward(totalSpacing),
-                    chordTolerance, part.Location);
+            if (!perimeterOnly)
+            {
+                foreach (var cutout in profile.Cutouts)
+                    AddOffsetLines(lines, cutout.OffsetInward(totalSpacing),
+                        chordTolerance, part.Location);
+            }
 
             return lines;
         }

OpenNest.Engine/BestFit/BestFitFinder.cs

@@ -4,6 +4,7 @@ using OpenNest.Geometry;
 using OpenNest.Math;
 using System.Collections.Concurrent;
 using System.Collections.Generic;
+using System.Diagnostics;
 using System.Linq;
 using System.Threading.Tasks;
 
@@ -49,6 +50,8 @@ namespace OpenNest.Engine.BestFit
 
             var allCandidates = candidateBags.SelectMany(c => c).ToList();
 
+            Debug.WriteLine($"[BestFitFinder] {strategies.Count} strategies, {allCandidates.Count} candidates");
+
             var results = _evaluator.EvaluateAll(allCandidates);
 
             _filter.Apply(results);

OpenNest.Engine/BestFit/CpuDistanceComputer.cs

@@ -1,4 +1,5 @@
 using OpenNest.Geometry;
+using OpenNest.Math;
 using System.Collections.Generic;
 using System.Linq;
 
@@ -17,7 +18,6 @@ namespace OpenNest.Engine.BestFit
             var allMovingVerts = ExtractUniqueVertices(movingTemplateLines);
             var allStationaryVerts = ExtractUniqueVertices(stationaryLines);
 
-            // Pre-filter vertices per unique direction (typically 4 cardinal directions).
             var vertexCache = new Dictionary<(double, double), (Vector[] leading, Vector[] facing)>();
 
             foreach (var offset in offsets)
@@ -43,7 +43,6 @@ namespace OpenNest.Engine.BestFit
 
                 var minDist = double.MaxValue;
 
-                // Case 1: Leading moving vertices → stationary edges
                 for (var v = 0; v < leadingMoving.Length; v++)
                 {
                     var vx = leadingMoving[v].X + offset.Dx;
@@ -66,7 +65,6 @@ namespace OpenNest.Engine.BestFit
                     }
                 }
 
-                // Case 2: Facing stationary vertices → moving edges (opposite direction)
                 for (var v = 0; v < facingStationary.Length; v++)
                 {
                     var svx = facingStationary[v].X;
@@ -95,6 +93,178 @@ namespace OpenNest.Engine.BestFit
             return results;
         }
 
+        public double[] ComputeDistances(
+            List<Entity> stationaryEntities,
+            List<Entity> movingEntities,
+            SlideOffset[] offsets)
+        {
+            var count = offsets.Length;
+            var results = new double[count];
+
+            var allMovingVerts = ExtractVerticesFromEntities(movingEntities);
+            var allStationaryVerts = ExtractVerticesFromEntities(stationaryEntities);
+
+            var vertexCache = new Dictionary<(double, double), (Vector[] leading, Vector[] facing)>();
+
+            foreach (var offset in offsets)
+            {
+                var key = (offset.DirX, offset.DirY);
+                if (vertexCache.ContainsKey(key))
+                    continue;
+
+                var leading = FilterVerticesByProjection(allMovingVerts, offset.DirX, offset.DirY, keepHigh: true);
+                var facing = FilterVerticesByProjection(allStationaryVerts, offset.DirX, offset.DirY, keepHigh: false);
+                vertexCache[key] = (leading, facing);
+            }
+
+            System.Threading.Tasks.Parallel.For(0, count, i =>
+            {
+                var offset = offsets[i];
+                var dirX = offset.DirX;
+                var dirY = offset.DirY;
+                var oppX = -dirX;
+                var oppY = -dirY;
+
+                var (leadingMoving, facingStationary) = vertexCache[(dirX, dirY)];
+
+                var minDist = double.MaxValue;
+
+                // Case 1: Leading moving vertices → stationary entities
+                for (var v = 0; v < leadingMoving.Length; v++)
+                {
+                    var vx = leadingMoving[v].X + offset.Dx;
+                    var vy = leadingMoving[v].Y + offset.Dy;
+
+                    for (var j = 0; j < stationaryEntities.Count; j++)
+                    {
+                        var d = RayEntityDistance(vx, vy, stationaryEntities[j], 0, 0, dirX, dirY);
+
+                        if (d < minDist)
+                        {
+                            minDist = d;
+                            if (d <= 0) { results[i] = 0; return; }
+                        }
+                    }
+                }
+
+                // Case 2: Facing stationary vertices → moving entities (opposite direction)
+                for (var v = 0; v < facingStationary.Length; v++)
+                {
+                    var svx = facingStationary[v].X;
+                    var svy = facingStationary[v].Y;
+
+                    for (var j = 0; j < movingEntities.Count; j++)
+                    {
+                        var d = RayEntityDistance(svx, svy, movingEntities[j], offset.Dx, offset.Dy, oppX, oppY);
+
+                        if (d < minDist)
+                        {
+                            minDist = d;
+                            if (d <= 0) { results[i] = 0; return; }
+                        }
+                    }
+                }
+
+                results[i] = minDist;
+            });
+
+            return results;
+        }
+
+        private static double RayEntityDistance(
+            double vx, double vy, Entity entity,
+            double entityOffsetX, double entityOffsetY,
+            double dirX, double dirY)
+        {
+            if (entity is Line line)
+            {
+                return SpatialQuery.RayEdgeDistance(
+                    vx, vy,
+                    line.StartPoint.X + entityOffsetX, line.StartPoint.Y + entityOffsetY,
+                    line.EndPoint.X + entityOffsetX, line.EndPoint.Y + entityOffsetY,
+                    dirX, dirY);
+            }
+
+            if (entity is Arc arc)
+            {
+                return SpatialQuery.RayArcDistance(
+                    vx, vy,
+                    arc.Center.X + entityOffsetX, arc.Center.Y + entityOffsetY,
+                    arc.Radius,
+                    arc.StartAngle, arc.EndAngle, arc.IsReversed,
+                    dirX, dirY);
+            }
+
+            if (entity is Circle circle)
+            {
+                return SpatialQuery.RayCircleDistance(
+                    vx, vy,
+                    circle.Center.X + entityOffsetX, circle.Center.Y + entityOffsetY,
+                    circle.Radius,
+                    dirX, dirY);
+            }
+
+            return double.MaxValue;
+        }
+
+        private static Vector[] ExtractVerticesFromEntities(List<Entity> entities)
+        {
+            var vertices = new HashSet<Vector>();
+
+            for (var i = 0; i < entities.Count; i++)
+            {
+                var entity = entities[i];
+
+                if (entity is Line line)
+                {
+                    vertices.Add(line.StartPoint);
+                    vertices.Add(line.EndPoint);
+                }
+                else if (entity is Arc arc)
+                {
+                    vertices.Add(arc.StartPoint());
+                    vertices.Add(arc.EndPoint());
+                    AddArcExtremes(vertices, arc);
+                }
+                else if (entity is Circle circle)
+                {
+                    // Four cardinal points
+                    vertices.Add(new Vector(circle.Center.X + circle.Radius, circle.Center.Y));
+                    vertices.Add(new Vector(circle.Center.X - circle.Radius, circle.Center.Y));
+                    vertices.Add(new Vector(circle.Center.X, circle.Center.Y + circle.Radius));
+                    vertices.Add(new Vector(circle.Center.X, circle.Center.Y - circle.Radius));
+                }
+            }
+
+            return vertices.ToArray();
+        }
+
+        private static void AddArcExtremes(HashSet<Vector> points, Arc arc)
+        {
+            var a1 = arc.StartAngle;
+            var a2 = arc.EndAngle;
+            var reversed = arc.IsReversed;
+
+            if (reversed)
+                Generic.Swap(ref a1, ref a2);
+
+            // Right (0°)
+            if (Angle.IsBetweenRad(Angle.TwoPI, a1, a2))
+                points.Add(new Vector(arc.Center.X + arc.Radius, arc.Center.Y));
+
+            // Top (90°)
+            if (Angle.IsBetweenRad(Angle.HalfPI, a1, a2))
+                points.Add(new Vector(arc.Center.X, arc.Center.Y + arc.Radius));
+
+            // Left (180°)
+            if (Angle.IsBetweenRad(System.Math.PI, a1, a2))
+                points.Add(new Vector(arc.Center.X - arc.Radius, arc.Center.Y));
+
+            // Bottom (270°)
+            if (Angle.IsBetweenRad(System.Math.PI * 1.5, a1, a2))
+                points.Add(new Vector(arc.Center.X, arc.Center.Y - arc.Radius));
+        }
+
         private static Vector[] ExtractUniqueVertices(List<Line> lines)
         {
             var vertices = new HashSet<Vector>();
@@ -106,11 +276,6 @@ namespace OpenNest.Engine.BestFit
             return vertices.ToArray();
         }
 
-        /// <summary>
-        /// Filters vertices by their projection onto the push direction.
-        /// keepHigh=true returns the leading half (front face, closest to target).
-        /// keepHigh=false returns the facing half (side facing the approaching part).
-        /// </summary>
         private static Vector[] FilterVerticesByProjection(
             Vector[] vertices, double dirX, double dirY, bool keepHigh)
         {

OpenNest.Engine/BestFit/GpuDistanceComputer.cs

@@ -36,6 +36,16 @@ namespace OpenNest.Engine.BestFit
                 flatOffsets, count, directions);
         }
 
+        public double[] ComputeDistances(
+            List<Entity> stationaryEntities,
+            List<Entity> movingEntities,
+            SlideOffset[] offsets)
+        {
+            // GPU path doesn't support native entities yet — fall back to CPU.
+            var cpu = new CpuDistanceComputer();
+            return cpu.ComputeDistances(stationaryEntities, movingEntities, offsets);
+        }
+
         /// <summary>
         /// Maps a unit direction vector to a PushDirection int for the GPU interface.
         /// Left=0, Down=1, Right=2, Up=3.

OpenNest.Engine/BestFit/IDistanceComputer.cs

@@ -9,5 +9,10 @@ namespace OpenNest.Engine.BestFit
             List<Line> stationaryLines,
             List<Line> movingTemplateLines,
             SlideOffset[] offsets);
+
+        double[] ComputeDistances(
+            List<Entity> stationaryEntities,
+            List<Entity> movingEntities,
+            SlideOffset[] offsets);
     }
 }

OpenNest.Engine/BestFit/RotationSlideStrategy.cs

@@ -36,8 +36,8 @@ namespace OpenNest.Engine.BestFit
             var part2Template = Part.CreateAtOrigin(drawing, Part2Rotation);
 
             var halfSpacing = spacing / 2;
-            var part1Lines = PartGeometry.GetOffsetPartLines(part1, halfSpacing);
-            var part2TemplateLines = PartGeometry.GetOffsetPartLines(part2Template, halfSpacing);
+            var part1Entities = PartGeometry.GetOffsetPerimeterEntities(part1, halfSpacing);
+            var part2Entities = PartGeometry.GetOffsetPerimeterEntities(part2Template, halfSpacing);
 
             var bbox1 = part1.BoundingBox;
             var bbox2 = part2Template.BoundingBox;
@@ -48,7 +48,7 @@ namespace OpenNest.Engine.BestFit
                 return candidates;
 
             var distances = _distanceComputer.ComputeDistances(
-                part1Lines, part2TemplateLines, offsets);
+                part1Entities, part2Entities, offsets);
 
             var testNumber = 0;
 
@@ -90,15 +90,18 @@ namespace OpenNest.Engine.BestFit
                 if (isHorizontalPush)
                 {
                     // Perpendicular sweep along Y → Width; push extent along X → Length
-                    perpMin = -(bbox2.Width + spacing);
-                    perpMax = bbox1.Width + bbox2.Width + spacing;
+                    // Trim to offsets where the parts overlap by at least 50%.
+                    var halfOverlap = bbox2.Width * 0.5;
+                    perpMin = -(halfOverlap - spacing);
+                    perpMax = bbox1.Width + halfOverlap + spacing;
                     pushStartOffset = bbox1.Length + bbox2.Length + spacing * 2;
                 }
                 else
                 {
                     // Perpendicular sweep along X → Length; push extent along Y → Width
-                    perpMin = -(bbox2.Length + spacing);
-                    perpMax = bbox1.Length + bbox2.Length + spacing;
+                    var halfOverlap = bbox2.Length * 0.5;
+                    perpMin = -(halfOverlap - spacing);
+                    perpMax = bbox1.Length + halfOverlap + spacing;
                     pushStartOffset = bbox1.Width + bbox2.Width + spacing * 2;
                 }
 

OpenNest.Engine/DefaultNestEngine.cs

@@ -139,24 +139,42 @@ namespace OpenNest
             var bestFits = BestFitCache.GetOrCompute(
                 drawing, Plate.Size.Length, Plate.Size.Width, Plate.PartSpacing);
 
-            var best = SelectBestFitPair(bestFits);
-            if (best == null)
-                return null;
+            List<Part> bestPlacement = null;
 
-            // BuildParts produces landscape orientation (Width >= Height).
-            // Try both landscape and portrait (90° rotated) and let the
-            // engine's comparer pick the better orientation.
-            var landscape = best.BuildParts(drawing);
-            var portrait = RotatePair90(landscape);
+            foreach (var fit in bestFits)
+            {
+                if (!fit.Keep)
+                    continue;
 
-            var lFits = TryOffsetToWorkArea(landscape, workArea);
-            var pFits = TryOffsetToWorkArea(portrait, workArea);
+                // Skip pairs that can't possibly fit the work area in either orientation.
+                if (fit.ShortestSide > System.Math.Min(workArea.Width, workArea.Length) + Tolerance.Epsilon)
+                    continue;
+                if (fit.LongestSide > System.Math.Max(workArea.Width, workArea.Length) + Tolerance.Epsilon)
+                    continue;
 
-            if (!lFits && !pFits)
-                return null;
-            if (lFits && pFits)
-                return IsBetterFill(portrait, landscape, workArea) ? portrait : landscape;
-            return lFits ? landscape : portrait;
+                var landscape = fit.BuildParts(drawing);
+                var portrait = RotatePair90(landscape);
+
+                var lFits = TryOffsetToWorkArea(landscape, workArea);
+                var pFits = TryOffsetToWorkArea(portrait, workArea);
+
+                // Pick the better orientation for this pair.
+                List<Part> candidate = null;
+                if (lFits && pFits)
+                    candidate = IsBetterFill(portrait, landscape, workArea) ? portrait : landscape;
+                else if (lFits)
+                    candidate = landscape;
+                else if (pFits)
+                    candidate = portrait;
+
+                if (candidate == null)
+                    continue;
+
+                if (bestPlacement == null || IsBetterFill(candidate, bestPlacement, workArea))
+                    bestPlacement = candidate;
+            }
+
+            return bestPlacement;
         }
 
         private static List<Part> RotatePair90(List<Part> parts)

OpenNest.Engine/HorizontalRemnantEngine.cs

@@ -1,7 +1,6 @@
 using System;
 using System.Collections.Generic;
 using OpenNest.Engine;
-using OpenNest.Engine.BestFit;
 using OpenNest.Engine.Fill;
 using OpenNest.Geometry;
 using OpenNest.Math;
@@ -27,20 +26,6 @@ namespace OpenNest
 
         public override ShrinkAxis TrimAxis => ShrinkAxis.Length;
 
-        protected override BestFitResult SelectBestFitPair(List<BestFitResult> results)
-        {
-            BestFitResult best = null;
-
-            foreach (var r in results)
-            {
-                if (!r.Keep) continue;
-                if (best == null || r.BoundingHeight < best.BoundingHeight)
-                    best = r;
-            }
-
-            return best;
-        }
-
         public override List<double> BuildAngles(NestItem item, ClassificationResult classification, Box workArea)
         {
             var baseAngles = new List<double> { classification.PrimaryAngle, classification.PrimaryAngle + Angle.HalfPI };

OpenNest.Engine/NestEngineBase.cs

@@ -56,11 +56,6 @@ namespace OpenNest
 
         protected FillPolicy BuildPolicy() => new FillPolicy(Comparer, PreferredDirection);
 
-        protected virtual BestFitResult SelectBestFitPair(List<BestFitResult> results)
-        {
-            return results.FirstOrDefault(r => r.Keep);
-        }
-
         // --- Virtual methods (side-effect-free, return parts) ---
 
         public virtual List<Part> Fill(NestItem item, Box workArea,
@@ -338,45 +333,56 @@ namespace OpenNest
 
                 var bestFits = BestFitCache.GetOrCompute(
                     item.Drawing, Plate.Size.Length, Plate.Size.Width, Plate.PartSpacing);
-                var bestFit = SelectBestFitPair(bestFits);
-                if (bestFit == null) continue;
 
-                var parts = bestFit.BuildParts(item.Drawing);
-                var pairBbox = ((IEnumerable<IBoundable>)parts).GetBoundingBox();
-                var pairW = pairBbox.Width;
-                var pairL = pairBbox.Length;
-                var minDim = System.Math.Min(pairW, pairL);
+                List<Part> bestPlacement = null;
+                Box bestTarget = null;
 
-                var remnants = finder.FindRemnants(minDim);
-                Box target = null;
-
-                foreach (var r in remnants)
+                foreach (var fit in bestFits)
                 {
-                    if (pairW <= r.Width + Tolerance.Epsilon &&
-                        pairL <= r.Length + Tolerance.Epsilon)
+                    if (!fit.Keep)
+                        continue;
+
+                    var parts = fit.BuildParts(item.Drawing);
+                    var pairBbox = ((IEnumerable<IBoundable>)parts).GetBoundingBox();
+                    var pairW = pairBbox.Width;
+                    var pairL = pairBbox.Length;
+                    var minDim = System.Math.Min(pairW, pairL);
+
+                    var remnants = finder.FindRemnants(minDim);
+
+                    foreach (var r in remnants)
                     {
-                        target = r;
-                        break;
+                        if (pairW <= r.Width + Tolerance.Epsilon &&
+                            pairL <= r.Length + Tolerance.Epsilon)
+                        {
+                            var offset = r.Location - pairBbox.Location;
+                            foreach (var p in parts)
+                            {
+                                p.Offset(offset);
+                                p.UpdateBounds();
+                            }
+
+                            if (bestPlacement == null || IsBetterFill(parts, bestPlacement, r))
+                            {
+                                bestPlacement = parts;
+                                bestTarget = r;
+                            }
+                            break;
+                        }
                     }
                 }
 
-                if (target == null) continue;
+                if (bestPlacement == null) continue;
 
-                var offset = target.Location - pairBbox.Location;
-                foreach (var p in parts)
-                {
-                    p.Offset(offset);
-                    p.UpdateBounds();
-                }
-
-                result.AddRange(parts);
+                result.AddRange(bestPlacement);
                 item.Quantity = 0;
 
-                var envelope = ((IEnumerable<IBoundable>)parts).GetBoundingBox();
+                var envelope = ((IEnumerable<IBoundable>)bestPlacement).GetBoundingBox();
                 finder.AddObstacle(envelope.Offset(Plate.PartSpacing));
 
                 Debug.WriteLine($"[Nest] Placed best-fit pair for {item.Drawing.Name} " +
-                    $"at ({target.X:F1},{target.Y:F1}), size {pairW:F1}x{pairL:F1}");
+                    $"at ({bestTarget.X:F1},{bestTarget.Y:F1}), " +
+                    $"size {envelope.Width:F1}x{envelope.Length:F1}");
             }
 
             return result;

OpenNest.Engine/PlateOptimizer.cs

@@ -1,4 +1,5 @@
 using OpenNest.Engine;
+using OpenNest.Engine.BestFit;
 using OpenNest.Geometry;
 using OpenNest.Math;
 using System;
@@ -44,6 +45,19 @@ namespace OpenNest
             if (candidates.Count == 0)
                 return null;
 
+            // Pre-compute best fits for all candidate plate sizes at once.
+            // This runs the expensive GPU evaluation once on the largest plate
+            // and filters the results for each smaller size.
+            var plateSizes = candidates
+                .Select(o => (Width: o.Length, Height: o.Width))
+                .ToList();
+
+            foreach (var item in items)
+            {
+                if (item.Quantity <= 0) continue;
+                BestFitCache.ComputeForSizes(item.Drawing, templatePlate.PartSpacing, plateSizes);
+            }
+
             PlateOptimizerResult best = null;
 
             foreach (var option in candidates)
@@ -58,9 +72,10 @@ namespace OpenNest
                 if (IsBetter(result, best))
                     best = result;
 
-                // Early exit: when salvage is zero, cheapest plate that fits everything wins.
-                // With salvage > 0, larger plates may have lower net cost, so keep searching.
-                if (salvageRate <= 0)
+                // Early exit: when all items fit, larger plates can only have
+                // worse utilization and higher cost. With salvage < 100%, the
+                // remnant credit never offsets the extra plate cost, so skip.
+                if (salvageRate < 1.0)
                 {
                     var allPlaced = items.All(i => i.Quantity <= 0 ||
                         result.Parts.Count(p => p.BaseDrawing.Name == i.Drawing.Name) >= i.Quantity);

OpenNest.Engine/VerticalRemnantEngine.cs

@@ -1,7 +1,6 @@
 using System;
 using System.Collections.Generic;
 using OpenNest.Engine;
-using OpenNest.Engine.BestFit;
 using OpenNest.Engine.Fill;
 using OpenNest.Geometry;
 using OpenNest.Math;
@@ -25,20 +24,6 @@ namespace OpenNest
 
         public override NestDirection? PreferredDirection => NestDirection.Horizontal;
 
-        protected override BestFitResult SelectBestFitPair(List<BestFitResult> results)
-        {
-            BestFitResult best = null;
-
-            foreach (var r in results)
-            {
-                if (!r.Keep) continue;
-                if (best == null || r.BoundingHeight < best.BoundingHeight)
-                    best = r;
-            }
-
-            return best;
-        }
-
         public override List<double> BuildAngles(NestItem item, ClassificationResult classification, Box workArea)
         {
             var baseAngles = new List<double> { classification.PrimaryAngle, classification.PrimaryAngle + Angle.HalfPI };

OpenNest/Forms/MainForm.cs

@@ -64,8 +64,8 @@ namespace OpenNest.Forms
             //if (GpuEvaluatorFactory.GpuAvailable)
             //    BestFitCache.CreateEvaluator = (drawing, spacing) => GpuEvaluatorFactory.Create(drawing, spacing);
 
-            if (GpuEvaluatorFactory.GpuAvailable)
-                BestFitCache.CreateSlideComputer = () => GpuEvaluatorFactory.CreateSlideComputer();
+            //if (GpuEvaluatorFactory.GpuAvailable)
+            //    BestFitCache.CreateSlideComputer = () => GpuEvaluatorFactory.CreateSlideComputer();
 
             var enginesDir = Path.Combine(Application.StartupPath, "Engines");
             NestEngineRegistry.LoadPlugins(enginesDir);