Best Drug Discovery Software - Page 9

How Many Drug Discovery Software Products Does G2 Track?

Total Products under this Category: 135

Category Stats (Sep 2026)

  • Average Rating: 4.42/5 The average rating of products in this category, based on all submitted ratings

Last updated: September 29, 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
  • 135+ 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.

Structure Elucidator

Elucidate complex structures from experimental data with the help of expert algorithms

Who Is the Company Behind Structure Elucidator?

  • Seller: ACD/Labs
  • Year Founded: 1994
  • HQ Location: Toronto, Canada
  • Twitter: @ACDLabs
    1,035 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    190 employees on LinkedIn®

SYNTHIA Retrosynthesis Software

SYNTHIA Retrosynthesis Software is a cloud-based, software-as-a-service (SaaS) platform that helps chemists rapidly design robust synthetic routes using expert-coded rules curated by chemists and engineered by computer scientists, enabling discovery of novel pathways for both new and published target molecules; the technology has been developed over 21 years and searches a catalog of more than 12 million commercially available starting materials and building blocks. It is purpose-built for computer-aided synthesis design (CASD/CASP), accelerating route scouting while improving speed, safety, and cost efficiency across discovery and development workflows. Scientists can run Automatic, Step-by-Step, Similar Molecules, or Shared Path Library analyses, then view up to 50 synthetic pathways per target and filter results by number of steps, pathway similarity, starting-material cost, and protecting-group use; each pathway includes typical reaction conditions, illustrative publications, and options to export or share for collaboration. Users can tailor searches with preset or custom configurations to include preferred reactions, exclude reagents or classes, set price limits, and start from commercial or in-house inventories—streamlining from target input to shopping list generation of buyable building blocks. SYNTHIA supports greener route design by allowing users to avoid hazardous reagents and seek safer alternatives as part of configurable search criteria. For integration at scale, the SYNTHIA API offers two modalities: the Full Retro API returns detailed pathway data (reaction SMILES and names, literature references, prices and CAS numbers of starting materials, and pathway scores), while the Synthetic Accessibility Score (SAS) API provides a 0–10 complexity score to triage large virtual libraries; both are designed to plug into KNIME, Pipeline Pilot, Jupyter, and similar workflows. The platform runs on an ISO 27001–certified secure cloud infrastructure, supporting enterprise-grade data protection for cheminformatics workflows. Across medicinal, discovery, and process chemistry teams, SYNTHIA is used to save time, reduce costs, and expand idea space by proposing alternative, often more atom-efficient disconnections and ranked pathways that complement literature precedent and in-house expertise. Access options include a free individual trial and tiered licenses (including batch analysis and custom inventory features for advanced needs), making it easy to pilot the software and scale with project demand.

Who Is the Company Behind SYNTHIA Retrosynthesis Software?

Tahoe Therapeutics

Tahoe Therapeutics is a biotechnology company that develops AI models of human cells to enhance drug discovery.

Who Is the Company Behind Tahoe Therapeutics?

Target Informatics Platform (TIP)

Eidogen-Sertanty's Target Informatics Platform (TIP) is the world's first structural informatics system and knowledgebase that enables researchers with the ability to interrogate the druggable genome from a structural perspective.

Who Is the Company Behind Target Informatics Platform (TIP)?

  • Seller: Eidogen-Sertanty
  • Year Founded: 2003
  • HQ Location: Oceanside, US
  • Twitter: @eidogensertanty
    19 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    4 employees on LinkedIn®

Torx DMTA

Torx is a visual, chemistry aware, web-based platform that inspires discovery chemistry teams to work together and deliver faster. Dedicated stand-alone modules for Design, Make, Test and Analyze work in synergy to deliver a complete discovery DMTA cycle platform enabling chemists to design molecules faster, capture and share knowledge, and manage resources with ease.

Who Is the Company Behind Torx DMTA?

Tox Suite

Calculate drug toxicity and safety endpoints to reduce attrition rates of molecular entities that are unlikely to succeed to nomination as a drug candidate, direct new compound synthesis, and focus animal testing requirements.

Who Is the Company Behind Tox Suite?

  • Seller: ACD/Labs
  • Year Founded: 1994
  • HQ Location: Toronto, Canada
  • Twitter: @ACDLabs
    1,035 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    190 employees on LinkedIn®

Turbine AI

Pioneering an approach that combines simulation with machine learning, we map and model how thousands of signaling proteins interact characterizing cellular level cancer behavior and response or resistance to treatment. Our platform enables the simulation of drug-like effects from compounds that may not exist yet, on cells potentially unavailable for lab-based testing, like those of high unmet need cancer patients.

Who Is the Company Behind Turbine AI?

Valinor Discovery

Valinor Discovery uses machine learning to simulate drug performance and support data-driven drug development decisions.

Who Is the Company Behind Valinor Discovery?

VeraChem Small Molecule Tools

2D to 3D small molecule conversion. Provides low energy conformers of drug-like molecules. Detects and enforces stereochemistry.

Who Is the Company Behind VeraChem Small Molecule Tools?

VM2

A comprehensive free energy software package for computer-aided drug discovery and molecular design.

Who Is the Company Behind VM2?

Xavo

Xavo has reimagined how to address the strategic problem in the Biopharma R&D Sample Management realm which is to optimally fulfill changing demand for assays and materials based on available finite lab capacity and material inventory

Who Is the Company Behind Xavo?

  • Seller: XAVO
  • Year Founded: 2000
  • HQ Location: Bayreuth, DE
  • LinkedIn® Page: www.linkedin.com
    22 employees on LinkedIn®

XTRACT Immunotherapy Software

Who Is the Company Behind XTRACT Immunotherapy Software?

  • Seller: ModMed
  • Year Founded: 2010
  • HQ Location: Boca Raton, Florida
  • Twitter: @modmed
    4,166 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    2,323 employees on LinkedIn®
Emma Stein
ES
Researched and written by Emma Stein
Updated October 3, 2024