AI Tools·Standings
AI Drug Discovery Software Compared
Use this list to compare software for discovering and developing drug candidates, including its platform options, pricing, and API, open-source, and free-plan indicators.
The signal score is out of 10. Read it alongside the individual marks and the tool details, since the score reflects several published signals.
- 33 platforms
- 1 with a public API on this page
- 6 with a free tier
- Checked 19 Oct 2026
- 1 BLBoltzmann Labsapp.boltzmann.co
A free research service with AI workflows for drug chemistry, protein engineering and RNA design.
- 2 BBioNeMoNVIDIA
A drug research platform for adapting AI models to your data, available by cloud API or web.
- 3 ABAmazon Bio Discoveryaws.amazon.com
A browser-based antibody research tool with a free plan and paid plans from $180 a month.
- 4 TTRIONtinaclon.com
Free desktop software for drug research, with cloud screening from $0.01 and AI structure prediction from $1.
- 5 DDrugExgithub.com
- 6 CChemistry42Insilico Medicine
A web tool for creating and refining drug compounds, with models for safety and lab-made routes.
- 7 CCONVERGEvergelabs.com
CONVERGE is an AI operating system for neuroscience drug development combining foundation models and systems-biology workflows.
- 8 CCONECTAmontai.com
A drug research platform that pairs natural compounds with disease biology; pricing is on request.
- 9 1A1910.ai Model Foundry1910.ai
- 10 DDAIKONsaclab.github.io
A free web-based tool listed for AI drug discovery.
- 11 SStarDropoptibrium.com
Drug research software for Linux, macOS, Windows and web; individual access is $10,000 yearly.
- 12 AAlgoraeOSalgoraepharma.com
A drug research tool that links lab and clinical evidence with chemistry and biology findings; pricing is on request.
- 13 BPBenevolent Platformbenevolent.com
A drug discovery platform that uses AI and scientific data to identify biology and drug targets; pricing is on request.
- 14 CDC4X Discovery Taxonomy3c4xdiscovery.com
A human-genetics tool that uses mathematical analysis to pinpoint causes of disease.
- 15 SSStandigm STELLAstandigm.com
A browser tool for designing molecules; paid plans begin at $2,500 monthly.
- 16 MGMolSoft groupGen and LigandAIDEmolsoft.com
- 17 DSDenovo Sciences Proteusdenovosciences.ai
A browser-based tool for drug research; pricing is on request.
- 18 IIktosiktos.ai
- 19 SAStandigm ASKstandigm.com
A browser tool that helps find possible targets for new medicines; paid access.
- 20 GGGenesis GEMSgenesis.ml
A browser-based drug research tool; pricing is on request.
- 21 LTLilly TuneLabtunelab.lilly.com
A browser-based service for AI drug research, with paid access.
- 22 PPreditXpreditx.com
A browser-accessible service for researching potential medicines, with paid access.
- 23 DGDeep Genomics AI Workbenchdeepgenomics.com
AI workbench software; pricing is on request.
- 24 PDPharmAI DiscoveryEnginepharm.ai
A drug discovery platform from PharmAI, founded in 2019 in Dresden, Germany.
- 25 XPXaira platformxaira.com
A paid drug research platform from a company established in 2023 in South San Francisco.
Places #1, #2, #3, #4, #5 on this board are open to sponsors. Take #1 · Other ways to advertise
How to choose
Which operating systems and access options do you need?
Check the platform mark against where you plan to use the software. Listed options span web access, Linux, Windows, macOS, and APIs.
Chemistry42 is listed for web use. Confirm the platform details for any tool you are considering.
How can I compare pricing?
Check whether a tool has listed pricing, offers prices on request, or includes a free plan. Amazon Bio Discovery has a free plan and paid pricing starting at $180 per month, while Boltzmann Labs and DAIKON also have free plans.
A free plan is different from a free trial, so check the pricing details before choosing.
Does it offer an API?
If you need software access through an API, check the API mark rather than assuming that a web platform includes one. Compare that mark with the platform options and the tasks you need to do.
Which drug discovery tasks can it handle?
Match the stated capabilities to your work. Chemistry42 is presented for small-molecule hit identification, hit-to-lead, and lead optimization.
Its generative chemistry toolkit covers de novo design, hit optimization, scaffold hopping, and R-group searches.
How do I check whether the code is open source?
Check the open-source indicator and the licence if you expect to inspect or modify code. The mark is a separate consideration from API access and a free plan.
Questions
What is AI drug discovery software used for?
These tools support tasks involved in discovering drugs. Chemistry42 is described for small-molecule hit identification, hit-to-lead work, and lead optimization.
How do I compare AI drug discovery tools?
Compare the signal score and its published factors, then check platform access, pricing, API availability, open-source status, and stated capabilities.
Is AI drug discovery software free?
A free plan is available for some listed tools. Check a tool's pricing details to see whether it also has paid options.
Which platforms can AI drug discovery software run on?
The list shows web, Linux, Windows, macOS, and API access as platform options. Check a tool's own platform details before choosing.
Can AI drug discovery software connect through an API?
API availability is shown as a separate mark. Check the individual tool details to confirm whether it offers API access.
Some top positions on this board can be paid placements, standing where they were sold. The facts on each platform are not for sale. How we rank · Disclosure