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Top 16 Drug Discovery Software SaaS Companies in May 2026

As of May 2026, there are 16 SaaS companies in Drug Discovery Software. They have combined revenues of $211.2M and employ 912 people. They have raised $709.9M and serve 55.2K customers combined.

Drug Discovery Software encompasses a range of tools and applications that aid in the development of new pharmaceuticals. These solutions streamline the research process by enabling researchers to design, analyze, and optimize drug candidates more efficiently. Common use cases include target identification, lead optimization, and preclinical trials, wherein software facilitates simulations and predictions that guide decision-making during the drug discovery pipeline. Typically, drug discovery software features include molecular modeling, compound library management, virtual screening, and data analysis capabilities. Users of this software include pharmaceutical companies, biotech firms, and academic institutions focused on drug development. By automating complex processes, these tools help researchers reduce costs and timeframes associated with bringing new medicines to market.

Companies
16
Revenue
$211.2M
Funding
$709.9M
Employees
912

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Top Drug Discovery Software Companies

Showing 10 of 3 companies ranked by annual revenue.

1
grit42

Copenhagen, Denmark

We hate overly complex software. So we built grit42 grit42 was created to serve drug discovery labs that don’t want to get lost in the corners of an enterprise data platform, but do want to find a better way to manage data and compounds than keeping track of endless versions of spreadsheets. Our scientific data management platform is free and open source, and we offer a range of point solutions for research labs built on top of that. The founding partners of grit42 have spent a combined 60+ years managing data, compounds, and test animals at large pharma companies. So we get where you’re coming from, and where you want to go. And with grit42, we want to help you get there faster and easier.

Revenue
$660K
Customers
-
Year founded
2014
Funding
-
Team size
6
Growth
-
2
Tamarind Bio

, United States

Easy to use computational biology tools for drug discovery

Revenue
$440K
Customers
-
Year founded
2023
Funding
-
Team size
4
Growth
-
3
Mind the Byte

Barcelona, Spain

Developer of software created for computational drug discovery. The company's software uses big data, artificial intelligence and machine lLearning technologies as well as offers a versatile set of programs and applications, enabling biotechnology, pharmaceutical companies and research centers to get access to scalable and affordable in silico drug discovery to accelerate the development of new drugs.

Revenue
$58.9K
Customers
-
Year founded
2007
Funding
-
Team size
3
Growth
26.5%

Inclusion Criteria

- Offers tools for molecular modeling and simulations - Supports data analysis related to drug interactions and efficacy - Aids in target identification and validation in the drug discovery process - Includes features for library management of drug compounds - Must facilitate preclinical trial planning and analysis - Not just general research software; must specifically cater to drug discovery workflows