Company lists · Data refreshed September 2026

Top 25 Drug discovery software companies based in the United States

Name: Drug discovery software companies based in the United States
Creator: RevenueBase
License: https://creativecommons.org/licenses/by/4.0/

Compiled by the RevenueBase Data Team Data refreshed Sep 1, 2026 550 companies tracked

RevenueBase identified 550 drug discovery software companies headquartered in the United States as of September 2026 and tracks 13,322 professional contacts across them, including 6,063 with verified work emails and 4,537 with mobile numbers. San Diego is the largest hub.

This list covers drug discovery software companies headquartered in the United States, matched on what each company actually does as described in its own words. Ranked by team size, largest first. Every row shows the company's own description, its RevenueBase Smart Search rating, and when it was last checked. Data refreshed September 1, 2026.

Published by RevenueBase, a B2B data infrastructure company. This list was built with RevenueBase Smart Search, the natural-language company search RevenueBase customers use to build their own targeted lists and unlock verified emails and direct dials at the companies on them. How these lists are built and judged.

How to read this list RevenueBase Smart Search rating on every row Refreshed Sep 1, 2026 86% judged on-target in blind review

550Companies

13,322Contacts tracked

6,063Verified emails

4,537Mobile numbers

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The 25 largest drug discovery software companies based in the United States

Ranked by team size

Top 25 of 550 drug discovery software companies based in the United States, ranked by team size, largest first. Data refreshed Sep 1, 2026. RevenueBase Smart Search rates how each company's information relates to drug discovery software companies: strong evidence (its own description names it), partial (names part of it), indirect (matched on the rest of its profile rather than the description shown). Click a contact count to view that company's people.
#	Company	RevenueBase Smart Search	Headquarters	Employees	Contacts
1	Arisglobal	Indirect evidence	Waltham, MA, United States	1,001-5,000	1,903 contacts →
	Indirect evidence “ArisGlobal is transforming the way today’s most successful life sciences companies develop breakthroughs and bring new products to market.” Source: RevenueBase Database · checked Sep 1, 2026
2	Certara	Strong evidence	Blue Bell, PA, United States	1,001-5,000	1,244 contacts →
	Strong evidence “Certara accelerates medicines using proprietary biosimulation software, technology and services to transform traditional drug discovery and development.” Source: RevenueBase Database · checked Sep 1, 2026
3	Lexicon Pharmaceuticals, INC	Strong evidence	Basking Ridge, NJ, United States	51-200	310 contacts →
	Strong evidence “Corporate Overview Lexicon Pharmaceuticals is a biopharmaceutical company that has harnessed the power of genetics for drug discovery.” Source: RevenueBase Database · checked Sep 1, 2026
4	Vividion Therapeutics, INC	Indirect evidence	San Diego, CA, United States	201-500	273 contacts →
	Indirect evidence Source: RevenueBase Database · checked Sep 1, 2026
5	Chemaxon	Indirect evidence	San Diego, CA, United States	201-500	200 contacts →
	Indirect evidence “Chemaxon is a leading cheminformatics company, setting the industry standard for quality and accuracy.” Source: RevenueBase Database · checked Sep 1, 2026
6	Cyprotex	Indirect evidence	Watertown, MA, United States	51-200	193 contacts →
	Indirect evidence “Founded in Cyprotex has grown to become an industry leader in in vitro and in silico ADME-Tox.” Source: RevenueBase Database · checked Sep 1, 2026
7	Valo Health	Strong evidence	New York, NY, United States	51-200	192 contacts →
	Strong evidence “Valo is a technology company built to transform drug discovery and development using large-scale data and AI-powered computation.” Source: RevenueBase Database · checked Sep 1, 2026
8	Selleck Chemicals LLC	Indirect evidence	Houston, TX, United States	1,001-5,000	187 contacts →
	Indirect evidence “Welcome to Selleck Chemicals!” Source: RevenueBase Database · checked Sep 1, 2026
9	Simulations Plus, INC	Strong evidence	Durham, NC, United States	201-500	183 contacts →
	Strong evidence “Simulations Plus is a leading provider of modeling and simulation software and consulting services supporting drug discovery, development research, and regulatory submissions.” Source: RevenueBase Database · checked Sep 1, 2026
10	Xaira Therapeutics	Indirect evidence	South San Francisco, CA, United States	51-200	175 contacts →
	Indirect evidence “Xaira Therapeutics is an integrated biotechnology company driving advances in artificial intelligence to learn the language of life and transform how we treat disease.” Source: RevenueBase Database · checked Sep 1, 2026
11	Treeline	Indirect evidence	Watertown, MA, United States	51-200	164 contacts →
	Indirect evidence “Treeline (or Treeline Biosciences) is a privately held, clinical-stage biopharma company that aspires to make medicines at the highest level.” Source: RevenueBase Database · checked Sep 1, 2026
12	D. E. Shaw Research	Indirect evidence	New York, NY, United States	51-200	148 contacts →
	Indirect evidence “D.” Source: RevenueBase Database · checked Sep 1, 2026
13	Avanti Research	Indirect evidence	Alabaster, AL, United States	201-500	135 contacts →
	Indirect evidence “Croda formulates its purpose as 'Smart science to improve lives™'.” Source: RevenueBase Database · checked Sep 1, 2026
14	Terray Therapeutics	Partial evidence	Pasadena, CA, United States	51-200	133 contacts →
	Partial evidence “Terray is a biotechnology company with the technology, data, and mindset to radically change the way we discover and develop small molecule therapeutics.” Source: RevenueBase Database · checked Sep 1, 2026
15	Openeye, Cadence Molecular Sciences	Partial evidence	Boston, MA, United States	51-200	122 contacts →
	Partial evidence “OpenEye, Cadence Molecular Sciences is an industry leader in computational molecular design based on decades of delivering rapid, robust, and scalable software, toolkits, and…” Source: RevenueBase Database · checked Sep 1, 2026
16	Pharmablock Group	Partial evidence	Hatfield, PA, United States	1,001-5,000	121 contacts →
	Partial evidence “PharmaBlock was officially operated in 2008 as a provider of drug-like small molecule building blocks and has since evolved into a fully integrated CRDMO partner following its IPO…” Source: RevenueBase Database · checked Sep 1, 2026
17	Biosero	Strong evidence	San Diego, CA, United States	51-200	120 contacts →
	Strong evidence “Biosero develops science-centric software and laboratory automation solutions that help researchers orchestrate discovery.” Source: RevenueBase Database · checked Sep 1, 2026
18	Septerna	Indirect evidence	South San Francisco, CA, United States	51-200	118 contacts →
	Indirect evidence “Septerna is on a mission to make the promise of future GPCR medicines a reality for patients.” Source: RevenueBase Database · checked Sep 1, 2026
19	Pioneering Medicines	Strong evidence	Cambridge, MA, United States	51-200	113 contacts →
	Strong evidence “Pioneering Medicines, Flagship Pioneering’s in house drug discovery and development unit, is dedicated to conceiving and developing a broad portfolio of life-changing treatments…” Source: RevenueBase Database · checked Sep 1, 2026
20	Nimbus Therapeutics	Strong evidence	Boston, MA, United States	51-200	105 contacts →
	Strong evidence “Nimbus Therapeutics is a clinical-stage, structure-based drug discovery company developing novel small molecule medicines designed to act against well-validated but…” Source: RevenueBase Database · checked Sep 1, 2026
21	Cellarity	Partial evidence	Somerville, MA, United States	51-200	97 contacts →
	Partial evidence “Cellarity is fundamentally redesigning the way drugs are created.” Source: RevenueBase Database · checked Sep 1, 2026
22	Metrum Research Group	Indirect evidence	Boston, MA, United States	51-200	93 contacts →
	Indirect evidence “Metrum Research Group, established in 2004, is a global leader in biomedical modeling and simulation.” Source: RevenueBase Database · checked Sep 1, 2026
23	Collaborative Drug Discovery - CDD Vault	Strong evidence	Burlingame, CA, United States	51-200	92 contacts →
	Strong evidence “Collaborative Drug Discovery's CDD VAULT is a hosted biological and chemical database that securely manages your private and external data.” Source: RevenueBase Database · checked Sep 1, 2026
24	Frontier Medicines	Partial evidence	South San Francisco, CA, United States	51-200	90 contacts →
	Partial evidence “Frontier Medicines, located in South San Francisco, CA and Boston, MA, is a precision medicine company that has pioneered a powerful discovery and development platform designed to…” Source: RevenueBase Database · checked Sep 1, 2026
25	Jnana Therapeutics	Partial evidence	Boston, MA, United States	51-200	90 contacts →
	Partial evidence “Jnana Therapeutics is a clinical-stage biotechnology company leveraging its next-generation chemoproteomics RAPID platform to discover medicines for highly validated…” Source: RevenueBase Database · checked Sep 1, 2026

RevenueBase Smart Search

RevenueBase Smart Search assesses information from a company’s LinkedIn profile, information supplied directly by the company, its website, and other publicly available sources. It uses that information to rate how closely the company relates to this list’s category: drug discovery software companies. Every row carries its rating and the description the rating was read from, so each one can be checked rather than taken on trust.

Strong evidence: The company's own public description of its business names drug discovery software companies.
Partial evidence: Its own public description names part of drug discovery software companies, so it works in or next to the category without describing itself that way.
Indirect evidence: The description shown does not name drug discovery software companies. The match rests on the rest of the company's public profile rather than the one sentence quoted here, so this is the rating to check first.

RevenueBase Smart Search is how these lists are built: RevenueBase's data engine and AI assemble the companies that match a category defined in a user's own words, so a list can be about what companies actually do rather than about whichever industry code they were filed under.

Showing 25 of 550 drug discovery software companies based in the United States

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Drug discovery software companies based in the United States at a glance

As of Sep 1, 2026

45.5%Verified-email coverage

34.1%Mobile-number coverage

24.2Average contacts per company

1-10Median size (employees)

8.5%Largest-city concentration · San Diego

Sep 1, 2026Page data refreshed

Companies by employee count

1-10

286

11-50

192

51-200

201-500

501-1,000

1,001-5,000

5,001-10,000

How this list was built

Company categories are rarely black and white. RevenueBase reads each company's own description of its business to decide whether it belongs among drug discovery software companies, so some rows will be adjacent to the category rather than pure plays. The description and RevenueBase Smart Search rating on every row are there so you can check each match yourself.

Source: The RevenueBase company graph: 60 million companies and 398.9 million professional contacts resolved from primary sources, queried with RevenueBase Smart Search, the natural-language company search available to every RevenueBase user.
What qualifies: Companies headquartered in the United States whose own description of what they do matches “drug discovery software companies”. Matching reads each company's description, not its industry code or its name.
RevenueBase Smart Search: RevenueBase Smart Search is how this list is assembled and how each row is rated. RevenueBase's data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to a category defined in a user's own words. Each row is rated strong evidence (its own description names drug discovery software companies), partial evidence (it names part of the category) or indirect evidence (the description shown names none of it and the match rests on the rest of the company's profile). The description supporting each rating is quoted on the row.
What we exclude: Companies whose own description does not clearly place them among drug discovery software companies, and records with no verified work email. Companies headquartered outside United States are excluded even when they keep an office there.
Match quality: In blind human judging of this matching method, 86% of matched companies were on target. Expect roughly 1 in 7 rows to be adjacent to the category rather than a pure play. Every row shows the company's own description and its RevenueBase Smart Search rating so you can judge each match yourself. Read the full methodology: how the lists are built, how the judging worked, and what the figure means.
Ranking: Team size, largest first: companies are ordered by the number of professionals RevenueBase tracks at each one. Employee ranges shown are reported bands, for context.
Verification: Every listed company carries at least one verified work email, 6,063 across the full list. Contacts re-verify on a rolling cadence, and each contact's own verification date is shown inside RevenueBase.
Refresh: This page's figures were pulled from the company graph on September 1, 2026. Lists refresh periodically as the graph is re-checked.
Corrections: Wrong category, wrong headquarters, or a company that has closed? Use “Report an issue” on any row. Reports go to the RevenueBase Data Team and feed back into the company graph.

Drug discovery software companies by metro

Frequently asked

What is RevenueBase Smart Search?

RevenueBase Smart Search is how RevenueBase decides which companies belong on this list and how strongly each one fits. Its data engine and AI assess a company's LinkedIn profile, information supplied directly by the company, its website and other publicly available information, then relate it to the category the list is about. Each row is rated strong evidence when the company's own description names drug discovery software companies, partial evidence when it names part of the category, and indirect evidence when the description shown names none of it and the match rests on the rest of the company's profile.

How many drug discovery software companies are there based in the United States?

RevenueBase identified 550 drug discovery software companies headquartered in the United States as of September 2026, matched on each company's own description of what it does rather than its industry code.

What is the largest company on this list?

Arisglobal, headquartered in Waltham, tops this list with the largest team on record.

Which city has the most drug discovery software companies?

San Diego leads with 47 headquartered companies, followed by San Francisco (37) and Boston (34).

How do I get contact information for these companies?

A free RevenueBase account lets you run this exact search and work the top results, verified emails and direct dials included. Upgrading unlocks all 6,063 verified decision-maker contacts tracked across these 550 companies.

How current is this list?

The list refreshes periodically as the company graph is re-checked. This page's figures were pulled on September 1, 2026.

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About this data

RevenueBase is a B2B data infrastructure company. Its company graph covers 60 million companies and 398.9 million professional contacts, with emails verified on a rolling cadence rather than scraped once and left to decay. These company lists are generated directly from that graph with RevenueBase Smart Search, the same natural-language company search every RevenueBase user has: describe a market in plain words, get the companies that match, and add verified emails and direct dials for the people at them. It is the same data that powers RevenueBase's B2B data products, and a free account includes 500 credits to start. How these lists are built and judged.