AutoDock Vina vs GOLD: Two Genetic Algorithm Approaches to Docking

By BioDockify Computational Research Team · August 9, 2026 · Comparison

Technical comparison of AutoDock Vina and GOLD molecular docking engines. Both use genetic algorithms but with different scoring functions and search strategies.

Read the complete article with tables, code and references on BioDockify.

Key References

• Jones, G. et al. Development and validation of a genetic algorithm for flexible docking. J. Mol. Biol. 267, 727-748 (1997).
• Trott, O. & Olson, A.J. AutoDock Vina. J. Comput. Chem. 31, 455-461 (2010).

Scope & Limitations

GOLD is proprietary — benchmarks use published data Scoring functions are fundamentally different — direct comparison is imperfect