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SGMMocuga

How we benchmark full-size cases.

Sample dataIllustrative values. Real benchmark numbers replace this chart before launch.
Case
500 units, 2,000 nodes
Commercial
Commercial: 22 min
Mocuga
Mocuga: 95 s
Comparison
14× faster · 0.1% gap
Case
1,000 units, 5,000 nodes
Commercial
Commercial: 1 h 55 min
Mocuga
Mocuga: 4 min
Comparison
27× faster · 0.1% gap
Case
2,000 units, 10,000 nodes
Commercial
Commercial: 8 h 36 min
Mocuga
Mocuga: 10 min
Comparison
51× faster · 0.1% gap
Case
3,000 units, 15,000 nodes
Commercial
Commercial: Did not finish in 24 h
Mocuga
Mocuga: 19 min
Comparison
>73× faster · 0.1% gap
Case
4,000 units, 20,000 nodes
Commercial
Commercial: Did not finish in 24 h
Mocuga
Mocuga: 31 min
Comparison
>45× faster · 0.1% gap

What Mocuga is, and what it is not.

  1. Your case
  2. Mocuga
  3. Your solver
  4. Solution with gap

Mocuga is not a new solver, and it is not a heuristic. Every solution includes an optimality gap you can audit. The formulation stays with SGM.

Runs in your environment or as a service.

In your environment

Mocuga installs on your servers or in your private cloud. Your cases never leave your network.

Through the API

Send a case and get a solution back. SGM operates the service. It suits studies and teams without an optimization stack.

Mocuga runs on open-source solvers and beats commercial solvers on the standard formulation. Add the commercial solver you already license and it runs faster still.

One engine for the whole operating day.

Across the operating day

Studies and outputs

Built for the people who run the market, and the people who bid into it.

Request access to the private beta.