Open source focus
Open Source Alternatives to Precision Pharma
60 open source AI Drug Discovery options similar to Precision Pharma, ranked by named competitors first, sector overlap, and our 0-100 AI-readiness score. Each profile notes license and self-hosting where we have it.
Elicit62Artificial IntelligenceOakland, United States$31.0MOpen source
DenovAI Biotech29Life SciencesRehovot, IsraelOpen source
Biolinked21AI-Driven Protein DesignTel Aviv, IsraelOpen source
Fibrotherapeutics18HealthTechOpen source
PeptideanswersAI Drug DiscoveryOpen source
Converge Bio56Life SciencesSan Francisco, United States$5.5MOpen source · Self-hostable
Pluromica40AI InfrastructureSan Francisco, United StatesOpen source
Oncometra17AI-Driven Drug DiscoveryOpen source
Helixaai8Foundation ModelLondon, United KingdomOpen source
Amadeusbio6BiotechOpen source
OmniarxAI-Driven Drug DiscoveryOpen source
AsculapianHealthTechTel Aviv, IsraelOpen source
RegenxcelBiotechOpen source
Absci60BiotechVancouver, United States$100.5MOpen source
Warp59AI Tools & AppsSan Francisco, United States$60.0MOpen source
Scala Biodesign56Life SciencesTel Aviv, Israel$21.5MOpen source
Insight Axis46HealthcareBoston, United StatesOpen source
- Mhccm14HealthTech
Open source
Axonmedical4HealthTechOpen source
DupixentHealthTechOpen source
AllbioBiotechOpen source
MassgeneralbrighamHealthTechOpen source
AI Health FundArtificial IntelligenceNew York, United StatesOpen source
DoctorslittlehelpersHealthTechOpen source
- ULUltragenyx70BiotechNovato, United States$100.0M
Open source
Thinking Machines Lab Inc.69Frontier AI LabSan Francisco, United States$2.0BOpen source
BioSymetrics63BiotechBoston, United States$6.6MOpen source
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
InsideTracker61HealthTechBoston, United States$45.0MOpen source
Civitai60Generative AISan Francisco, United States$5.1MOpen source · Self-hostable
Composio59Agentic AISan Francisco, United States$50.0MOpen source
CHAI: AI Platform56AI InfrastructurePalo Alto, United States$3.7MOpen source
SpotitEarly55HealthcareTel Aviv, Israel$6.2MOpen source
Carta Healthcare54HealthTechSan Francisco, United StatesOpen source
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
Evinature53HealthTechBinyamina, Israel$2.7MOpen source
Ann Education53Education$1.0MOpen source
Seqera Labs52BiotechBarcelona, SpainOpen source
Arrakis Bio51Life SciencesCambridge, United StatesOpen source
Twelve Labs51Video AISan Francisco, United States$62.0MOpen source
Sequentify49HealthcareSan Francisco, United States$7.0MOpen source
Tissue Dynamics47BiotechSan Diego, United StatesOpen source
iSpecimen .46BiotechPlainsboro, United States$1.0MOpen source
ScaleKit42MLOpsSan Francisco, United States$5.5MOpen source
VI Therapeutics42Life SciencesCambridge, United StatesOpen source
Anamnesis Bio42Biotechתל אביב - יפו, IsraelOpen source
Co Build40AI Collaboration Tools$8.5MOpen source
Neptune39MLOpsNew York, United States$11.0MOpen source
CaleeTech36HealthcareTel Aviv, IsraelOpen source
Noumena AI35Agentic AIתל אביב - יפו, IsraelOpen source
SensifAI Health35HealthcareTel Aviv, IsraelOpen source
Astrasafe35AI GovernanceTel Aviv, Israel$1.5MOpen source
Catercore35AI InfrastructureSan Francisco, United StatesOpen source
Opactor33Agentic AISan Francisco, United StatesOpen source
Vinst29FoodTel Aviv, IsraelOpen source
Gizzmo27MediaOpen source
Bsense Bio Therapeutics24Life SciencesOpen source
RE2320Real EstateNew York, United StatesOpen source
P3rsona18AI InfrastructureOpen source
Aemetis15Climate TechCupertino, United StatesOpen source · Self-hostable
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| Elicit | Artificial Intelligence | Open source | Oakland, United States | $31.0M | 62 | |
| DenovAI Biotech | Life Sciences | Open source | Rehovot, Israel | — | 29 | |
| Biolinked | AI-Driven Protein Design | Open source | Tel Aviv, Israel | — | 21 | |
| Fibrotherapeutics | HealthTech | Open source | — | — | 18 | |
| Peptideanswers | AI Drug Discovery | Open source | — | — | — | |
| Converge Bio | Life Sciences | Open source · Self-hostable | San Francisco, United States | $5.5M | 56 | |
| Pluromica | AI Infrastructure | Open source | San Francisco, United States | — | 40 | |
| Oncometra | AI-Driven Drug Discovery | Open source | — | — | 17 | |
| Helixaai | Foundation Model | Open source | London, United Kingdom | — | 8 | |
| Amadeusbio | Biotech | Open source | — | — | 6 | |
| Omniarx | AI-Driven Drug Discovery | Open source | — | — | — | |
| Asculapian | HealthTech | Open source | Tel Aviv, Israel | — | — | |
| Regenxcel | Biotech | Open source | — | — | — | |
| Absci | Biotech | Open source | Vancouver, United States | $100.5M | 60 | |
| Warp | AI Tools & Apps | Open source | San Francisco, United States | $60.0M | 59 | |
| Scala Biodesign | Life Sciences | Open source | Tel Aviv, Israel | $21.5M | 56 | |
| Insight Axis | Healthcare | Open source | Boston, United States | — | 46 | |
| HealthTech | Open source | — | — | 14 | ||
| Axonmedical | HealthTech | Open source | — | — | 4 | |
| Dupixent | HealthTech | Open source | — | — | — | |
| Allbio | Biotech | Open source | — | — | — | |
| Massgeneralbrigham | HealthTech | Open source | — | — | — | |
| AI Health Fund | Artificial Intelligence | Open source | New York, United States | — | — | |
| Doctorslittlehelpers | HealthTech | Open source | — | — | — | |
| ULUltragenyx | Biotech | Open source | Novato, United States | $100.0M | 70 | |
| Thinking Machines Lab Inc. | Frontier AI Lab | Open source | San Francisco, United States | $2.0B | 69 | |
| BioSymetrics | Biotech | Open source | Boston, United States | $6.6M | 63 | |
| Weights & Biases (W&B) | MLOps | Open source | San Francisco, United States | $521.0M | 63 | |
| InsideTracker | HealthTech | Open source | Boston, United States | $45.0M | 61 | |
| Civitai | Generative AI | Open source · Self-hostable | San Francisco, United States | $5.1M | 60 | |
| Composio | Agentic AI | Open source | San Francisco, United States | $50.0M | 59 | |
| CHAI: AI Platform | AI Infrastructure | Open source | Palo Alto, United States | $3.7M | 56 | |
| SpotitEarly | Healthcare | Open source | Tel Aviv, Israel | $6.2M | 55 | |
| Carta Healthcare | HealthTech | Open source | San Francisco, United States | — | 54 | |
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 | |
| Evinature | HealthTech | Open source | Binyamina, Israel | $2.7M | 53 | |
| Ann Education | Education | Open source | — | $1.0M | 53 | |
| Seqera Labs | Biotech | Open source | Barcelona, Spain | — | 52 | |
| Arrakis Bio | Life Sciences | Open source | Cambridge, United States | — | 51 | |
| Twelve Labs | Video AI | Open source | San Francisco, United States | $62.0M | 51 | |
| Sequentify | Healthcare | Open source | San Francisco, United States | $7.0M | 49 | |
| Tissue Dynamics | Biotech | Open source | San Diego, United States | — | 47 | |
| iSpecimen . | Biotech | Open source | Plainsboro, United States | $1.0M | 46 | |
| ScaleKit | MLOps | Open source | San Francisco, United States | $5.5M | 42 | |
| VI Therapeutics | Life Sciences | Open source | Cambridge, United States | — | 42 | |
| Anamnesis Bio | Biotech | Open source | תל אביב - יפו, Israel | — | 42 | |
| Co Build | AI Collaboration Tools | Open source | — | $8.5M | 40 | |
| Neptune | MLOps | Open source | New York, United States | $11.0M | 39 | |
| CaleeTech | Healthcare | Open source | Tel Aviv, Israel | — | 36 | |
| Noumena AI | Agentic AI | Open source | תל אביב - יפו, Israel | — | 35 | |
| SensifAI Health | Healthcare | Open source | Tel Aviv, Israel | — | 35 | |
| Astrasafe | AI Governance | Open source | Tel Aviv, Israel | $1.5M | 35 | |
| Catercore | AI Infrastructure | Open source | San Francisco, United States | — | 35 | |
| Opactor | Agentic AI | Open source | San Francisco, United States | — | 33 | |
| Vinst | Food | Open source | Tel Aviv, Israel | — | 29 | |
| Gizzmo | Media | Open source | — | — | 27 | |
| Bsense Bio Therapeutics | Life Sciences | Open source | — | — | 24 | |
| RE23 | Real Estate | Open source | New York, United States | — | 20 | |
| P3rsona | AI Infrastructure | Open source | — | — | 18 | |
| Aemetis | Climate Tech | Open source · Self-hostable | Cupertino, United States | — | 15 |