Open source focus
Open Source Alternatives to Modeldata
60 open source Synthetic Data Generation options similar to Modeldata, 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.
Neptune39MLOpsNew York, United States$11.0MOpen source
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
Vellum54Synthetic Data GenerationSan Francisco, United States$15.0MOpen source
RadarforgeSynthetic Data GenerationTel Aviv, IsraelOpen source
RolledalloysAI InfrastructureOpen source
Databricks82Data AnalyticsSan Francisco, United States$31.7BOpen source · Self-hostable
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$3.0BOpen source
JarvisLabs.ai43MLOpsSan Francisco, United StatesOpen source
ScaleKit42MLOpsSan Francisco, United States$5.5MOpen source
Modelglass12AI InfrastructureSydney, AustraliaOpen source
Batchfoundry5AI InfrastructureSan Francisco, United StatesOpen source
Axonmedical4HealthTechOpen source
EyrusAI InfrastructureOpen source
ChamsAI InfrastructureOpen source
DrivecorpsAI InfrastructureOpen source
SparklaAI InfrastructureOpen source
MassgeneralbrighamHealthTechOpen source
KnowqlAI Search EngineOpen source
ClohaFoundation ModelOpen source
Pinecone69AI InfrastructureSan Francisco, United States$138.0MOpen source
Weights & Biases66AI InfrastructureSan Francisco, United StatesOpen source
Comet59MLOpsNew York, United States$75.0MOpen source
CHAI: AI Platform56AI InfrastructurePalo Alto, United States$3.7MOpen source
DataCebo54Generative AIBoston, United States$11.5MOpen source
Feast AI54MLOpsSan Francisco, United StatesOpen source · Self-hostable
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
Twelve Labs51Video AISan Francisco, United States$62.0MOpen source
Synthesized51Synthetic Data GenerationLondon, United Kingdom$32.8MOpen source
Visual Layer50DatabaseTel Aviv, Israel$7.0MOpen source · Self-hostable
Microsoft43Operating SystemRedmond, United StatesOpen source
Hacktron AI Inc.43CybersecuritySan Francisco, United States$1.0MOpen source
OuterBounds Technologies, Inc.41MLOpsSan Francisco, United StatesOpen source
Simular41AI InfrastructureSan Francisco, United States$23.0MOpen source
Pluromica40AI InfrastructureSan Francisco, United StatesOpen source
Catercore35AI InfrastructureSan Francisco, United StatesOpen source
Opactor33Agentic AISan Francisco, United StatesOpen source
- SOSource32AI InfrastructureSan Francisco, United States$24.0M
Open source · Self-hostable
AIMLAPI26API PlatformTallinn, EstoniaOpen source
Mamba (AI Architecture)23Artificial IntelligenceOpen source
Quanteta Data Lab21Data PlatformOpen source
P3rsona18AI InfrastructureOpen source
StartupHub.ai17AI Search EngineTel Aviv, IsraelOpen source
TurboQuant15AI Foundation & ComputeOpen source
Quantty15Foundation ModelOpen source
- Mhccm14HealthTech
Open source
IndexCache10Artificial IntelligenceBeijing, ChinaOpen source
Google Cloud Vertex AI8MLOpsMountain View, United StatesOpen source
- V7V7 Darwin2Computer VisionLondon, United Kingdom
Open source
MondonFoundation ModelOpen source
OmniarxAI-Driven Drug DiscoveryOpen source
NicovaldivFoundation ModelOpen source
- SISII-GAIRArtificial Intelligence
Open source
TrygriddleAI InfrastructureOpen source
GenoryxFoundation ModelOpen source
AvyiFoundation ModelOpen source
GlovityAI InfrastructureOpen source
CircularaiAI InfrastructureOpen source
- ExploitcheckCybersecurity
Open source
BigandsmallFoundation ModelOpen source
IntellaiGenerative AIOpen source
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| Neptune | MLOps | Open source | New York, United States | $11.0M | 39 | |
| Weights & Biases (W&B) | MLOps | Open source | San Francisco, United States | $521.0M | 63 | |
| Vellum | Synthetic Data Generation | Open source | San Francisco, United States | $15.0M | 54 | |
| Radarforge | Synthetic Data Generation | Open source | Tel Aviv, Israel | — | — | |
| Rolledalloys | AI Infrastructure | Open source | — | — | — | |
| Databricks | Data Analytics | Open source · Self-hostable | San Francisco, United States | $31.7B | 82 | |
| MosaicML (now Databricks) | Foundation Model | Open source | San Francisco, United States | $3.0B | 54 | |
| JarvisLabs.ai | MLOps | Open source | San Francisco, United States | — | 43 | |
| ScaleKit | MLOps | Open source | San Francisco, United States | $5.5M | 42 | |
| Modelglass | AI Infrastructure | Open source | Sydney, Australia | — | 12 | |
| Batchfoundry | AI Infrastructure | Open source | San Francisco, United States | — | 5 | |
| Axonmedical | HealthTech | Open source | — | — | 4 | |
| Eyrus | AI Infrastructure | Open source | — | — | — | |
| Chams | AI Infrastructure | Open source | — | — | — | |
| Drivecorps | AI Infrastructure | Open source | — | — | — | |
| Sparkla | AI Infrastructure | Open source | — | — | — | |
| Massgeneralbrigham | HealthTech | Open source | — | — | — | |
| Knowql | AI Search Engine | Open source | — | — | — | |
| Cloha | Foundation Model | Open source | — | — | — | |
| Pinecone | AI Infrastructure | Open source | San Francisco, United States | $138.0M | 69 | |
| Weights & Biases | AI Infrastructure | Open source | San Francisco, United States | — | 66 | |
| Comet | MLOps | Open source | New York, United States | $75.0M | 59 | |
| CHAI: AI Platform | AI Infrastructure | Open source | Palo Alto, United States | $3.7M | 56 | |
| DataCebo | Generative AI | Open source | Boston, United States | $11.5M | 54 | |
| Feast AI | MLOps | Open source · Self-hostable | San Francisco, United States | — | 54 | |
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 | |
| Twelve Labs | Video AI | Open source | San Francisco, United States | $62.0M | 51 | |
| Synthesized | Synthetic Data Generation | Open source | London, United Kingdom | $32.8M | 51 | |
| Visual Layer | Database | Open source · Self-hostable | Tel Aviv, Israel | $7.0M | 50 | |
| Microsoft | Operating System | Open source | Redmond, United States | — | 43 | |
| Hacktron AI Inc. | Cybersecurity | Open source | San Francisco, United States | $1.0M | 43 | |
| OuterBounds Technologies, Inc. | MLOps | Open source | San Francisco, United States | — | 41 | |
| Simular | AI Infrastructure | Open source | San Francisco, United States | $23.0M | 41 | |
| Pluromica | AI Infrastructure | Open source | San Francisco, United States | — | 40 | |
| Catercore | AI Infrastructure | Open source | San Francisco, United States | — | 35 | |
| Opactor | Agentic AI | Open source | San Francisco, United States | — | 33 | |
| SOSource | AI Infrastructure | Open source · Self-hostable | San Francisco, United States | $24.0M | 32 | |
| AIMLAPI | API Platform | Open source | Tallinn, Estonia | — | 26 | |
| Mamba (AI Architecture) | Artificial Intelligence | Open source | — | — | 23 | |
| Quanteta Data Lab | Data Platform | Open source | — | — | 21 | |
| P3rsona | AI Infrastructure | Open source | — | — | 18 | |
| StartupHub.ai | AI Search Engine | Open source | Tel Aviv, Israel | — | 17 | |
| TurboQuant | AI Foundation & Compute | Open source | — | — | 15 | |
| Quantty | Foundation Model | Open source | — | — | 15 | |
| HealthTech | Open source | — | — | 14 | ||
| IndexCache | Artificial Intelligence | Open source | Beijing, China | — | 10 | |
| Google Cloud Vertex AI | MLOps | Open source | Mountain View, United States | — | 8 | |
| V7V7 Darwin | Computer Vision | Open source | London, United Kingdom | — | 2 | |
| Mondon | Foundation Model | Open source | — | — | — | |
| Omniarx | AI-Driven Drug Discovery | Open source | — | — | — | |
| Nicovaldiv | Foundation Model | Open source | — | — | — | |
| SISII-GAIR | Artificial Intelligence | Open source | — | — | — | |
| Trygriddle | AI Infrastructure | Open source | — | — | — | |
| Genoryx | Foundation Model | Open source | — | — | — | |
| Avyi | Foundation Model | Open source | — | — | — | |
| Glovity | AI Infrastructure | Open source | — | — | — | |
| Circularai | AI Infrastructure | Open source | — | — | — | |
| Cybersecurity | Open source | — | — | — | ||
| Bigandsmall | Foundation Model | Open source | — | — | — | |
| Intellai | Generative AI | Open source | — | — | — |