Best Drug Discovery Software - Page 2

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.

Leadscope Model Applier

Leadscope Model Applier is a powerful, easy-to-use software solution for computational toxicology, providing accurate toxicity predictions, expert review capabilities, and regulatory-ready reports in seconds. With numerous models developed under a research collaboration agreement with the FDA, Leadscope Model Applier enables robust, defendable, and transparent toxicology assessments that reduce or even eliminate the need for costly animal or in vitro studies.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Leadscope Model Applier?

  • Seller: instem
  • Year Founded: 1969
  • HQ Location: Boston, US
  • LinkedIn® Page: www.linkedin.com
    534 employees on LinkedIn®
  • Ownership: AIM: INS

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Leadscope Model Applier?

Open Drug Discovery Toolkit (ODDT)

Open Drug Discovery Toolkit (ODDT) is modular and comprehensive toolkit for use in cheminformatics, molecular modeling etc. ODDT is written in Python, and make extensive use of Numpy/Scipy

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Open Drug Discovery Toolkit (ODDT)?

  • Seller: GitHub
  • Year Founded: 2008
  • HQ Location: San Francisco, CA
  • Twitter: @github
    2,673,925 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    6,653 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Small

What Are Recent G2 Reviews of Open Drug Discovery Toolkit (ODDT)?

What Are G2 Users Discussing About Open Drug Discovery Toolkit (ODDT)?

PEPID PDC

PEPID PDC gives healthcare professionals fast access to authoritative drug information, a comprehensive drug interactions checker, and a complete toxicology reference for safer, more effective care at the patient's bedside.

Average Rating: 3.0/5.0

Total Reviews: 1

Who Is the Company Behind PEPID PDC?

  • Seller: Pepid
  • Year Founded: 1994
  • HQ Location: Phoenix, US
  • Twitter: @pepid_llc
    979 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    42 employees on LinkedIn®

Who Uses This Product?

  • Company Size: 100% Large

What Are G2 Users Discussing About PEPID PDC?

Schrodinger

Data sharing and collaborative drug design across the entire discovery team in real time.

Average Rating: 5.0/5.0

Total Reviews: 1

Who Is the Company Behind Schrodinger?

  • Seller: Schrodinger
  • Year Founded: 1990
  • HQ Location: New York, US
  • LinkedIn® Page: www.linkedin.com
    995 employees on LinkedIn®
  • Ownership: NASDAQ: SDGR

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Schrodinger?

What Are G2 Users Discussing About Schrodinger?

Thermo Scientific Nautilus LIMS

Nautilus LIMS for Dynamic Discovery and R&D Environments is a highly flexible, easily configurable system that increases workflow efficiency, throughput and data reliability while simplifying administration, sample traceability and regulatory compliance.

Average Rating: 4.5/5.0

Total Reviews: 1

Who Is the Company Behind Thermo Scientific Nautilus LIMS?

  • Seller: Thermo Fisher Scientific
  • HQ Location: Waltham, MA
  • Twitter: @thermosci
    23,517 Twitter followers
  • LinkedIn® Page: www.linkedin.com
    95,923 employees on LinkedIn®
  • Ownership: BMV:TMO
  • Total Revenue (USD mm): $32,218

Who Uses This Product?

  • Company Size: 100% Medium

What Are Recent G2 Reviews of Thermo Scientific Nautilus LIMS?

What Are G2 Users Discussing About Thermo Scientific Nautilus LIMS?

A-Alpha Bio

Synthetic biotechnology and ML to accelerate drug development, allowing researchers to discover, optimize, and characterize drugs more efficiently.

Who Is the Company Behind A-Alpha Bio?

  • Seller: A-Alpha Bio
  • Year Founded: 2017
  • HQ Location: Seattle, Washington, United States
  • LinkedIn® Page: linkedin.com
    49 employees on LinkedIn®

Advera Health

Advera Health is a healthcare informatics company that uses data-mining and analytics for analysis of drug evidence.

Who Is the Company Behind Advera Health?

adWATCH

adWATCH - AE helps pharmaceutical organizations manage and report adverse events that occur during clinical trials.

Who Is the Company Behind adWATCH?

Aitia

Who Is the Company Behind Aitia?

  • Seller: Aitia
  • Year Founded: 2000
  • HQ Location: Cambridge, US
  • LinkedIn® Page: www.linkedin.com
    89 employees on LinkedIn®

American Gene Technologies

American Gene Technologies (AGT) practices the art and science of genetic medicine. AGTrobust programs of discovery and drug development also include efforts on research and development of genetic medicines for treating Parkinsondisease and familial dysautonomia a rare, inherited orphan disease that is characterized by early onset blindness and other neurological problems. As priority programs move toward clinical testing, and as AGT continues to grow, these and other areas of investigation will expand and refine the genetic medicine strategies while advancing toward the clinic alongside other focus areas.

Who Is the Company Behind American Gene Technologies?

Aspect Analytics

Aspect Analytics offers consultancy services, home-grown software, development of workflows, and customization of software.

Who Is the Company Behind Aspect Analytics?

Aurora Drug Discovery Software

Aurora employs quantum mechanics, thermodynamics, and an advanced continuous water model for solvation effects to calculate ligand's binding affinities. This approach differs dramatically from scoring functions that are commonly used for binding affinity predictions. By including the entropy and aqueous electrostatic contributions in to the calculations directly, Aurora algorithms produce much more accurate and robust values of binding free energies.

Who Is the Company Behind Aurora Drug Discovery Software?

Emma Stein
ES
Researched and written by Emma Stein
Updated October 3, 2024