Nestbolt results
Material used = (sheets − 1) + used length of the last sheet ÷ its length, from an independent Clipper2 validator; lower is better. Each tool runs single-threaded at equal wall-clock budgets on the same PC, at most eight runs at once. A competitor's value per job is the better of its two settings (identical constraints, its own best settings); jobs where no competitor produced a valid layout earn no wins. G2 passes when the median reduction against the best competitor is at least 5.00%, Nestbolt wins or ties at least 90% of jobs and is never more than 1% worse (plan, section 6; the earlier raise to 10.77% was waived on 2026-10-12, decision 4).
- Generated
- 2026-10-13 12:22 UTC from commit
c12442f946 - Hardware
- AMD Ryzen 9 7950X3D 16-Core Processor, 16 cores / 32 threads, 63 GiB, Windows-11-10.0.26200-SP0; runs pinned one per physical core of the first CCD
- Seeds
- 1000, 1001, 1002, 1003, 1004 for every tool
Tools
| Tool | Revision | Settings | Configuration |
|---|---|---|---|
| deepnest-next | 1e7ba6e23825 | clearance-safe, expanded, identical | benchmarks/deepnest/tool.json |
| SVGnest | 1248dc21efd3 | expanded, identical | benchmarks/svgnest/tool.json |
| jagua-rs LBF | 9e00fd867be0 | identical, upstream-default | benchmarks/lbf/tool.json |
| sparrow (CLI) | 4629b22795ae | identical, upstream-default | benchmarks/sparrow-benchmark/Cargo.toml |
| Nestbolt | 484ce8b | defaults | binaries c4ba3ea1 |
60 s budget
9.17% less material than the best competitor at the median over 55 jobs; wins or ties on 48 (87.3%); 1 more than 1% worse (worst -1.35%). This does not meet the G2 target. 19 of 75 jobs have no valid competitor result. Nestbolt layouts valid: 374/375.
| Against | Jobs | Median reduction | Wins or ties | More than 1% worse |
|---|---|---|---|---|
| Best of all three | 55 | 9.17% | 48 | 1 |
| Deepnest | 54 | 10.17% | 54 | 0 |
| SVGnest | 35 | 15.22% | 35 | 0 |
| Sparrow | 8 | -0.38% | 1 | 1 |
| Job | Nestbolt median [IQR] | Deepnest | SVGnest | Sparrow | Best | Reduction |
|---|---|---|---|---|---|---|
| b-albano-nest-mb-free | 2.4104 [2.3980–2.4296] | 2.5944 | 2.6785 | — | Deepnest | 7.09% |
| b-albano-nest-mb-given | 2.7627 [2.7505–2.7628] | 2.8395 | 2.8969 | — | Deepnest | 2.71% |
| b-albano-strip-sheet | — [—–—] | 1.7740 | 1.8230 | — | Deepnest | no competitor |
| b-blaz1-nest-mb-free | 9.6667 [9.6667–9.6668] | 10.5333 | 15.5333 | — | Deepnest | 8.23% |
| b-blaz1-nest-mb-given | 9.6667 [9.6667–9.6669] | 9.7667 | 15.5333 | — | Deepnest | 1.02% |
| b-blaz1-strip-sheet | 2.8335 [2.8288–2.8336] | 3.3333 | 3.6000 | — | Deepnest | 15.00% |
| b-dagli-strip-sheet | 0.8822 [0.8806–0.8854] | 0.9333 | 0.9893 | 0.8834 | Sparrow | 0.13% |
| b-fu-nest-mb-free | 3.3605 [3.3605–3.3606] | 3.6667 | 3.8571 | — | Deepnest | 8.35% |
| b-fu-nest-mb-given | 3.4286 [3.4286–3.4286] | 3.6667 | 3.7619 | — | Deepnest | 6.49% |
| b-fu-strip-sheet | 1.2369 [1.2369–1.2369] | 1.3853 | 1.3947 | — | Deepnest | 10.72% |
| b-jakobs1-nest-mb-free | 3.4167 [3.4167–3.4167] | 3.8333 | 4.5833 | — | Deepnest | 10.87% |
| b-jakobs1-nest-mb-given | 3.4724 [3.4168–3.5000] | 3.8333 | 4.5833 | — | Deepnest | 9.42% |
| b-jakobs1-strip-sheet | 0.7079 [0.7044–0.7155] | 0.7937 | 0.8500 | 0.7017 | Sparrow | -0.88% |
| b-jakobs2-nest-mb-free | 3.2500 [3.2500–3.2501] | 3.6667 | 3.8333 | — | Deepnest | 11.36% |
| b-jakobs2-nest-mb-given | 3.2501 [3.2501–3.2503] | 3.6667 | 3.8333 | — | Deepnest | 11.36% |
| b-jakobs2-strip-sheet | 0.7549 [0.7432–0.7581] | 0.8446 | 0.8721 | 0.7500 | Sparrow | -0.66% |
| b-mao-nest-mb-free | 1.7386 [1.7281–1.7429] | 1.9124 | 1.9444 | — | Deepnest | 9.09% |
| b-mao-nest-mb-given | 1.8174 [1.8076–1.8219] | 2.1714 | 2.4230 | — | Deepnest | 16.30% |
| b-mao-strip-sheet | 0.8062 [0.8006–0.8095] | 0.8673 | 0.8865 | 0.8052 | Sparrow | -0.12% |
| b-marques-strip-sheet | 0.9955 [0.9905–1.0385] | 1.1058 | 1.1923 | 0.9911 | Sparrow | -0.45% |
| b-shapes0-nest-mb-free | 5.4346 [5.4139–5.4624] | 7.6667 | 8.5714 | — | Deepnest | 29.11% |
| b-shapes0-nest-mb-given | 5.4288 [5.4288–5.4288] | 7.4762 | 8.5714 | — | Deepnest | 27.39% |
| b-shapes0-strip-sheet | 2.5001 [2.4498–2.5001] | 2.7750 | 2.8250 | — | Deepnest | 9.91% |
| b-shapes1-nest-mb-free | 5.4134 [5.4132–5.4417] | 7.6299 | 8.5714 | — | Deepnest | 29.05% |
| b-shapes1-nest-mb-given | 5.8103 [5.8101–5.8105] | 7.6190 | 7.8095 | — | Deepnest | 23.74% |
| b-shapes1-strip-sheet | 2.1751 [2.1751–2.2001] | 2.5250 | 2.6750 | — | Deepnest | 13.86% |
| b-shirts-nest-mb-free | 6.8467 [6.8242–6.8488] | 7.2564 | 7.6667 | — | Deepnest | 5.65% |
| b-shirts-nest-mb-given | 7.7324 [7.6302–7.7702] | 8.1538 | 8.9402 | — | Deepnest | 5.17% |
| b-shirts-strip-sheet | 2.4753 [2.4624–2.4754] | 2.5438 | 2.7256 | — | Deepnest | 2.69% |
| b-swim-nest-mb-free | 4.3116 [4.2479–4.3487] | 4.8752 | 4.9385 | — | Deepnest | 11.56% |
| b-swim-nest-mb-given | 4.3061 [4.3050–4.3562] | 4.6437 | 5.2630 | — | Deepnest | 7.27% |
| b-swim-strip-sheet | 1.5721 [1.5590–1.5791] | 1.7057 | 1.8077 | — | Deepnest | 7.83% |
| b-trousers-nest-mb-free | 2.6328 [2.6328–2.6332] | 2.6667 | 2.6667 | — | Deepnest | 1.27% |
| b-trousers-nest-mb-given | 2.7095 [2.6919–2.7096] | 3.2643 | 3.2373 | — | SVGnest | 16.30% |
| b-trousers-strip-sheet | 2.0887 [2.0886–2.0887] | 2.2025 | 2.3094 | — | Deepnest | 5.17% |
| m-box-batch-500 | 2.0375 [2.0375–2.0375] | 2.4305 | — | — | Deepnest | 16.17% |
| m-box-compact-2000 | 2.2218 [2.2218–2.2218] | — | — | — | — | no competitor |
| m-box-deep | 1.2513 [1.2513–1.2513] | 1.2513 | — | — | Deepnest | -0.00% |
| m-box-desktop | 0.8352 [0.8352–0.8352] | 0.9095 | — | — | Deepnest | 8.17% |
| m-box-long | 0.3093 [0.3093–0.3093] | 0.3257 | — | — | Deepnest | 5.03% |
| m-box-mini | 0.6660 [0.6660–0.6660] | 0.7160 | 0.8200 | — | Deepnest | 6.98% |
| m-box-storage | 0.5184 [0.5184–0.5184] | 0.5389 | — | — | Deepnest | 3.80% |
| m-box-tool | 1.3290 [1.3290–1.3290] | 1.4790 | — | — | Deepnest | 10.14% |
| m-garment-bruce-1 | 0.1930 [0.1929–0.1934] | 0.2171 | — | 0.1904 | Sparrow | -1.35% |
| m-garment-bruce-2 | 0.4243 [0.4227–0.4255] | 0.4707 | — | 0.4229 | Sparrow | -0.32% |
| m-garment-bruce-3 | 0.9929 [0.9929–0.9967] | 1.1749 | — | — | Deepnest | 15.49% |
| m-garment-bruce-4 | 1.4104 [1.4097–1.4139] | — | — | — | — | no competitor |
| m-garment-teagan-1 | 0.7624 [0.7620–0.7626] | — | — | 0.7624 | Sparrow | -0.00% |
| m-garment-teagan-2 | 1.8502 [1.8501–1.8502] | — | — | — | — | no competitor |
| m-garment-teagan-3 | 4.4928 [4.4926–4.4941] | — | — | — | — | no competitor |
| m-garment-teagan-4 | 5.8706 [5.8629–5.8725] | — | — | — | — | no competitor |
| m-mechanical-batch-1000 | 0.9995 [0.9991–1.0253] | — | — | — | — | no competitor |
| m-mechanical-batch-2000 | 1.4162 [1.4151–1.4179] | — | — | — | — | no competitor |
| m-mechanical-cog-washers | 1.8699 [1.8685–1.8827] | 2.1825 | — | — | Deepnest | 14.32% |
| m-mechanical-defective-stock | 2.6686 [2.6670–2.6788] | 3.3214 | — | — | Deepnest | 19.66% |
| m-mechanical-frame-inserts | 0.5564 [0.5562–0.5585] | 0.6196 | — | — | Deepnest | 10.20% |
| m-mechanical-large-mixed | 3.9062 [3.8922–3.9064] | 4.3835 | — | — | Deepnest | 10.89% |
| m-mechanical-large-plates | 1.1044 [1.0976–1.1045] | 1.2159 | — | — | Deepnest | 9.17% |
| m-mechanical-mixed-stock | 0.9107 [0.9102–0.9117] | 1.0371 | — | — | Deepnest | 12.19% |
| m-mechanical-mounting-kit | 2.5088 [2.5080–2.5095] | 2.8279 | — | — | Deepnest | 11.28% |
| m-mechanical-panel-hardware | 1.5222 [1.5175–1.5247] | 1.7408 | — | — | Deepnest | 12.56% |
| m-mechanical-remnant-kit | 0.6500 [0.6455–0.6531] | — | — | — | — | no competitor |
| m-mechanical-small-brackets | 5.6733 [5.6234–5.6975] | 6.7200 | — | — | Deepnest | 15.58% |
| m-public-gear-1 | 0.9394 [0.9393–0.9408] | — | — | — | — | no competitor |
| m-public-gear-2 | 0.8235 [0.8225–0.8237] | — | — | — | — | no competitor |
| m-public-gear-3 | 0.5114 [0.5081–0.5162] | — | — | — | — | no competitor |
| m-public-gear-4 | 0.5529 [0.5478–0.5536] | — | — | — | — | no competitor |
| m-public-gear-5 | 0.8979 [0.8720–0.9017] | — | — | — | — | no competitor |
| m-public-gear-6 | 2.8649 [2.8592–2.8734] | — | — | — | — | no competitor |
| m-sign-1 | 0.7136 [0.7132–0.7160] | 0.8484 | — | — | Deepnest | 15.89% |
| m-sign-2 | 0.5767 [0.5730–0.5770] | — | — | — | — | no competitor |
| m-sign-3 | 0.1385 [0.1385–0.1399] | — | — | — | — | no competitor |
| m-sign-4 | 0.3253 [0.3208–0.3269] | — | — | — | — | no competitor |
| m-sign-5 | 0.8976 [0.8951–0.8992] | — | — | — | — | no competitor |
| m-sign-6 | 3.1269 [3.1248–3.1392] | — | — | — | — | no competitor |
Records: seed 1000, seed 1001, seed 1002, seed 1003, seed 1004; competitor medians: the audited final batches, every run listed in BENCHMARKS.md (excluded sessions: final-excluded.json, replaced harness faults: final-replaced-runs.json). Hover a value for its settings or per-seed results. 1 jobs with a failed Nestbolt seed count as failures.
300 s budget
9.61% less material than the best competitor at the median over 11 jobs; wins or ties on 11 (100.0%); 0 more than 1% worse (worst 0.82%). This meets the G2 target. 1 of 12 jobs have no valid competitor result. Nestbolt layouts valid: 60/60.
| Against | Jobs | Median reduction | Wins or ties | More than 1% worse |
|---|---|---|---|---|
| Best of all three | 11 | 9.61% | 11 | 0 |
| Deepnest | 11 | 10.78% | 11 | 0 |
| SVGnest | 7 | 13.51% | 7 | 0 |
| Sparrow | 1 | 0.82% | 1 | 0 |
| Job | Nestbolt median [IQR] | Deepnest | SVGnest | Sparrow | Best | Reduction |
|---|---|---|---|---|---|---|
| b-albano-nest-mb-free | 2.3852 [2.3632–2.3854] | 2.5944 | 2.7182 | — | Deepnest | 8.06% |
| b-fu-strip-sheet | 1.2369 [1.2369–1.2369] | 1.3684 | 1.3947 | — | Deepnest | 9.61% |
| b-jakobs2-strip-sheet | 0.7369 [0.7351–0.7450] | 0.8304 | 0.8571 | 0.7429 | Sparrow | 0.82% |
| b-shapes0-nest-mb-free | 5.3335 [5.2864–5.3337] | 7.2857 | 7.8095 | — | Deepnest | 26.80% |
| b-swim-nest-mb-given | 4.2724 [4.2515–4.3061] | 4.6437 | 4.9286 | — | Deepnest | 8.00% |
| b-trousers-nest-mb-given | 2.6669 [2.6668–2.6669] | 2.8866 | 3.2373 | — | Deepnest | 7.61% |
| m-box-compact-2000 | 2.2218 [2.2218–2.2218] | 2.5426 | — | — | Deepnest | 12.62% |
| m-box-mini | 0.6660 [0.6660–0.6660] | 0.7160 | 0.7700 | — | Deepnest | 6.98% |
| m-garment-teagan-2 | 1.8498 [1.8497–1.8498] | 2.1851 | — | — | Deepnest | 15.35% |
| m-mechanical-defective-stock | 2.6345 [2.6341–2.6590] | 2.9969 | — | — | Deepnest | 12.09% |
| m-mechanical-mixed-stock | 0.9135 [0.9130–0.9173] | 1.0238 | — | — | Deepnest | 10.78% |
| m-public-gear-6 | 2.7286 [2.7265–2.7378] | — | — | — | — | no competitor |
Records: seed 1000, seed 1001, seed 1002, seed 1003, seed 1004; competitor medians: the audited final batches, every run listed in BENCHMARKS.md (excluded sessions: final-excluded.json, replaced harness faults: final-replaced-runs.json). Hover a value for its settings or per-seed results.
Strip parity (G3)
Nestbolt's strip adapter against the Sparrow CLI on the 13 strip jobs at 60 s: median regression -0.041%, worst 0.137% (pass: median at most 1%, never more than 2%): pass.
| Job | Nestbolt length | Sparrow length | Regression |
|---|---|---|---|
| s-albano-strip | 9870.1787 | 9874.1885 | -0.041% |
| s-blaz1-strip | 26.4773 | 26.5645 | -0.328% |
| s-dagli-strip | 58.2011 | 58.2853 | -0.145% |
| s-fu-strip | 31.7628 | 31.9691 | -0.645% |
| s-jakobs1-strip | 11.0223 | 11.0117 | 0.096% |
| s-jakobs2-strip | 24.0036 | 24.0051 | -0.006% |
| s-mao-strip | 1773.7200 | 1771.2869 | 0.137% |
| s-marques-strip | 77.4861 | 77.4762 | 0.013% |
| s-shapes0-strip | 61.0099 | 61.3587 | -0.568% |
| s-shapes1-strip | 55.0378 | 55.0184 | 0.035% |
| s-shirts-strip | 61.7791 | 62.1679 | -0.625% |
| s-swim-strip | 5971.6216 | 5963.4956 | 0.136% |
| s-trousers-strip | 241.0882 | 241.7739 | -0.284% |
Speed (G4)
Nestbolt at 30 s reaches the best competitor's 300 s median on 10 of 11 jobs (pass: at least 80%): pass.
| Job | Nestbolt 30 s | Best 300 s | Tool | Reached |
|---|---|---|---|---|
| b-albano-nest-mb-free | 2.4741 | 2.5944 | Deepnest | yes |
| b-fu-strip-sheet | 1.2369 | 1.3684 | Deepnest | yes |
| b-jakobs2-strip-sheet | 0.7633 | 0.7429 | Sparrow | no |
| b-shapes0-nest-mb-free | 5.4431 | 7.2857 | Deepnest | yes |
| b-swim-nest-mb-given | 4.4260 | 4.6437 | Deepnest | yes |
| b-trousers-nest-mb-given | 2.6920 | 2.8866 | Deepnest | yes |
| m-box-compact-2000 | 2.2218 | 2.5426 | Deepnest | yes |
| m-box-mini | 0.6660 | 0.7160 | Deepnest | yes |
| m-garment-teagan-2 | 1.8594 | 2.1851 | Deepnest | yes |
| m-mechanical-defective-stock | 2.6722 | 2.9969 | Deepnest | yes |
| m-mechanical-mixed-stock | 0.9130 | 1.0238 | Deepnest | yes |
All gates
Gate-by-gate evidence, including every failed and superseded run, is in
STATUS.md and BENCHMARKS.md. All numbers on this page are in
results.json; rebuild it with python scripts/results_page.py.