---
title: Proof-Carrying Max-Cut on a GH200: 67 Biq Mac Optima Proved vs HiGHS's 49 | SpinForge
url: https://spin-forge.com/proof/s01
description: 67 vs 49: Biq Mac instances proved optimal, CertCut vs HiGHS (148). Rigorous Bounds in a GPU Branch-and-Bound, Every Proof Re-Checked by an Independent…
---

GARMO SOLVERS · S01

# Proof-Carrying Max-Cut on a GH200: 67 Biq Mac Optima Proved vs HiGHS's 49

Rigorous Bounds in a GPU Branch-and-Bound, Every Proof Re-Checked by an Independent Verifier.

67 vs 49 Biq Mac instances proved optimal, CertCut vs HiGHS (148)

58/83/7 wins / ties / losses vs HiGHS

71/71 Gset upper bounds re-verified by the CPU verifier

L = 9 2-D ±J torus: every seed proved up to n = 81

- Full Biq Mac: 67 vs 49 proved; W/T/L 58/83/7; 0 bound mismatches
- Sparse families (pre-declared 48): 44 vs 40 proved, 33/6/9
- Gset 71/71 rigorous bounds verified VALID; median certified gap 10.05 %
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## More garmo solvers benchmark results

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- [An Evidence-Driven Solver Router: Regret 0.046 vs 0.190 for the Best Single Backend](https://spin-forge.com/proof/s07)
- [A Verified MIP Race: HiGHS, SCIP and GPU Primal Heuristics Against cuOpt on MIPLIB 2017](https://spin-forge.com/proof/s08)
- [Constraint Programming in C++: 39 of 40 Schedules Proved Optimal vs CP-SAT's 20](https://spin-forge.com/proof/s09)
- [Certified GPU Numerics: Every Answer Carries a Checkable Certificate: and Where It Costs](https://spin-forge.com/proof/s10)
- [LABS on a GH200: Exponent 1.24 to the Proven Optimum, Beside the QAOA Exponents](https://spin-forge.com/proof/s11)
- [UNISOLVE 0.16.1: One Solver Platform, 13 Problem Domains, Every Answer Checked](https://spin-forge.com/proof/s12)
- [Four Certified Builds: Toroidal Proofs, Unroutability Certificates, CertBQP and a 235× Batch Service](https://spin-forge.com/proof/s13)

[All results, charts and papers](https://spin-forge.com/proof)

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