Best Drug Discovery Software - Page 10

How Many Drug Discovery Software Products Does G2 Track?

Total Products under this Category: 175

Category Stats (Nov 2026)

  • Average Rating: 4.4/5 (↓0.02 vs Oct 2026) The average rating of products in this category, based on all submitted ratings

Last updated: November 12, 2026

How Does G2 Rank Drug Discovery Software Products?

Why You Can Trust G2's Software Rankings:

  • 30 Analysts and Data Experts
  • 100+ Authentic Reviews
  • 175+ Products
  • Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

Peptris Technologies

Peptris Technologies is an AI-driven preclinical drug discovery company specializing in oncology, inflammation, and rare diseases. By integrating unsupervised learning and generative AI, Peptris designs optimized molecules, significantly reducing the need for extensive wet lab testing. This approach streamlines the development of potent, safe, selective, and biologically active drug candidates. The company's platform has been instrumental in discovering Novel Chemical Entities (NCEs), repurposing approved drugs, and rescuing clinically safe molecules for new indications. Operating virtually, Peptris collaborates with Contract Research Organizations (CROs) and biotech partners for laboratory work, generating revenue through licensing deals, milestone payments, and royalties. Key Features and Functionality: - Novel Molecule Generation: Utilizes proprietary AI algorithms to create diverse, patentable, and synthesizable molecules with superior activity, selectivity, and optimal drug-like properties. - Drug Repurposing: Identifies new therapeutic uses for approved drugs and clinically safe molecules, addressing unmet medical needs and rare disease indications. - Automated Screening: Rapidly screens extensive virtual chemical libraries, predicting critical parameters with high accuracy to reduce the number of compounds requiring wet lab validation. - Cost Efficiency: Minimizes the need for extensive laboratory testing, accelerating the drug discovery process and reducing associated costs. Primary Value and Solutions Provided: Peptris Technologies addresses the challenges of decreasing efficiency and escalating costs in pharmaceutical R&D by leveraging AI to enhance the drug discovery and development process. Their platform accelerates the identification of viable drug candidates, reduces reliance on traditional laboratory testing, and offers innovative solutions for repurposing existing drugs. This approach not only expedites the development of treatments for various diseases but also provides cost-effective and timely solutions for patients with unmet medical needs.

Who Is the Company Behind Peptris Technologies?

PharmAI

Who Is the Company Behind PharmAI?

  • Seller: PharmAI
  • Year Founded: 2019
  • HQ Location: Dresden, DE
  • LinkedIn® Page: www.linkedin.com
    6 employees on LinkedIn®

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Precision Scientific

Precision Scientific provides drug mechanism research services for pharmaceutical and biotechnology companies.

Who Is the Company Behind Precision Scientific?

Pristima

A Powerful, All-In-One Pre-Clinical Lab Solution From handling simple to complex GLP and non-GLP compliant laboratory environments, Xybion's enterprise solution for pre-clinical data management solution, Pristima XD enables a significant reduction in time to final report and study close-out through full lifecycle automation. The Pristima XD suite offers numerous modules, which allow you to select a targeted combination of functions to meet your specific organizational requirements and workflows.

Who Is the Company Behind Pristima?

  • Seller: Xybion
  • Year Founded: 1977
  • HQ Location: Princeton, US
  • LinkedIn® Page: www.linkedin.com
    172 employees on LinkedIn®
  • Ownership: TSXV: XYBN

Pyxis

Pyxis is an AI-powered platform developed by Matterworks, Inc., designed to revolutionize the field of metabolomics by enabling untargeted absolute quantitation of analytes from raw mass spectrometry (MS) data. Built upon Matterworks' Large Spectral Model (LSM) and trained on the world's largest quantitative mass spec dataset, Pyxis transforms uninterpreted LC-MS data into biologically actionable insights, providing rapid and accurate metabolite identification and quantification without the need for extensive manual processing or specialized expertise.

Who Is the Company Behind Pyxis?

Recursion Pharmaceuticals

Recursion Pharmaceuticals is a clinical-stage biotechnology company dedicated to transforming drug discovery by integrating advanced technologies across biology, chemistry, automation, data science, and engineering. Their mission is to decode complex biological systems to develop innovative therapies for diseases with significant unmet needs. Key Features and Functionality: - Recursion Operating System (Recursion OS): An AI-native, end-to-end platform that unifies biology, chemistry, and clinical development into a cohesive intelligence system. This platform leverages proprietary multimodal data and purpose-built AI models to accelerate drug discovery and development processes. - Extensive Proprietary Data: Recursion has amassed over 50 petabytes of proprietary biological and chemical data, including phenomics, transcriptomics, proteomics, ADME, and de-identified patient data. This vast dataset fuels their AI models, enabling the identification of novel therapeutic targets and the development of potential first-in-class and best-in-class treatments. - Automated Wet Lab: Utilizing robotics and high-throughput experimentation, Recursion conducts millions of wet lab experiments weekly. This automation enhances the efficiency and scalability of their research efforts. Primary Value and Solutions: Recursion Pharmaceuticals addresses the high failure rates and lengthy timelines associated with traditional drug discovery by harnessing AI and automation. Their approach has led to significant improvements in speed, efficiency, and cost reduction from hit identification to IND-enabling studies. By decoding complex biological systems, Recursion aims to bring better medicines to patients faster, particularly for conditions with high unmet needs, including aggressive cancers and rare diseases.

Who Is the Company Behind Recursion Pharmaceuticals?

Sarborg

Sarborg is an artificial intelligence company that provides solutions with cybernetics and machine learning for pharmaceutical sector.

Who Is the Company Behind Sarborg?

Savante

SEND Savante, is a comprehensive solution for data aggregation, query, analysis, and reporting of pre-clinical drug discovery and drug development data. Integrated with the industry-standard Pristima pre-clinical software suite, it allows organizations to build a consolidated data warehouse containing study data coalesced from multiple sources, based on CDISC-SEND standards.

Who Is the Company Behind Savante?

  • Seller: Xybion
  • Year Founded: 1977
  • HQ Location: Princeton, US
  • LinkedIn® Page: www.linkedin.com
    172 employees on LinkedIn®
  • Ownership: TSXV: XYBN

Science Machine

ScienceMachine develops a biotechnology research system to accelerate biomedical discovery, enabling scientists in biotech and pharma to create a tailored data analysis pipeline to get to the answer by leveraging neuro-symbolic AI.

Who Is the Company Behind Science Machine?

SCIEX

SCIEX food testing solutions will help you meet maximum residue limits (MRLs) with high-quality data you know is right every time. Plus, your lab can experience greater market diversity. Whether you are a commercial lab or a food manufacturer, the quality of the food testing data you acquire is vital to your business

Who Is the Company Behind SCIEX?

  • Seller: SCIEX
  • Year Founded: 1970
  • HQ Location: Framingham, Massachusetts, United States
  • LinkedIn® Page: www.linkedin.com
    2,612 employees on LinkedIn®
Emma Stein
ES
Researched and written by Emma Stein
Updated October 3, 2024