: Currently considered the state-of-the-art open-source solver for LP. It features a high-performance interior point method and dual simplex solvers.
: The industry standard for large-scale continuous nonlinear optimization, used extensively in scientific computing. Solver Software Open Source
: One of the fastest non-commercial solvers for MIP and Mixed-Integer Nonlinear Programming (MINLP). As of late 2025, major versions are available under the Apache 2.0 open-source license. : One of the fastest non-commercial solvers for
Solvers are typically categorized by the mathematical structure of the problems they solve: Deals with linear relationships. Problems where some variables must be whole numbers (e
Problems where some variables must be whole numbers (e.g., "number of trucks").
: A long-standing, lightweight solver. While sometimes slower than newer alternatives, it is highly memory-efficient for large, simpler problems.
: Part of the COIN-OR project, known for being a robust, "safe default" that performs well without heavy tuning.