Compare the Top On-Premises Drug Discovery Software as of April 2026

What is On-Premises Drug Discovery Software?

Drug discovery software enables pharmaceutical companies and clinical researchers to discover and develop new drugs, and study the efficacy that potential new drugs have regarding treatment outcomes. Drug discovery tools can offer features including AI, simulation, predictive analytics, and more. Compare and read user reviews of the best On-Premises Drug Discovery software currently available using the table below. This list is updated regularly.

  • 1
    Xybion LIMS
    Xybion LIMS (formerly Labwise XD) is an all-inclusive LIMS, ELN, QMS, and DMS. Xybion LIMS drives lab workflows, instills consistency, improves data quality, and supports regulatory compliance with a complete laboratory management solution that connects with your operating systems with powerful laboratory information management and analytics. Xybion LIMS creates optimized workflows for the unique business needs of all regulated laboratories including research, diagnostics, quality control, stability studies, and more.
  • 2
    StarDrop

    StarDrop

    Optibrium

    With its comprehensive suite of integrated software, StarDrop™ delivers best-in-class in silico technologies within a highly visual and user-friendly interface. StarDrop™ enables a seamless flow from the latest data through predictive modeling to decision-making regarding the next round of synthesis and research, improving the speed, efficiency, and productivity of the discovery process. Successful compounds require a balance of many different properties. StarDrop™ guides you through this multi-parameter optimization challenge to target compounds with the best chance of success, saving you time and resources by enabling you to synthesize and test fewer compounds.
  • 3
    Iktos

    Iktos

    Iktos

    Makya is the first user-friendly SaaS platform for AI-driven de novo drug design focused on Multi-Parametric Optimization (MPO). It enables the design of novel and easy-to-make compounds in line with a multi-objective blueprint with unprecedented speed, performance, and diversity. Makya offers multiple generative algorithms covering different use cases from hit discovery to lead optimization: fine-tuning generator to find optimal solutions within your chemical space in line with your project blueprint; novelty generator to find new ideas with high novelty for re-scaffolding/hit discovery; forward generator to design a focused library of compounds easily accessible from commercial starting materials. The new Makya 3D module enhances the user experience and scientific utility of Makya. With an extensive set of 3D modeling features in both ligand-based and structure-based pipelines, with Makya 3D you can now calculate 3D scores and use these to guide generations natively in Makya.
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