Open source focus
Open Source Alternatives to Dataallies
60 open source MLOps options similar to Dataallies, 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.
Databricks82Data AnalyticsSan Francisco, United States$31.7BOpen source · Self-hostable
H2O.ai64Foundation ModelMountain View, United States$228.1MOpen source · Self-hostable
Neptune39MLOpsNew York, United States$11.0MOpen source
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$3.0BOpen source
JarvisLabs.ai43MLOpsSan Francisco, United StatesOpen source
ScaleKit42MLOpsSan Francisco, United States$5.5MOpen source
Batchfoundry5AI InfrastructureSan Francisco, United StatesOpen source
RolledalloysAI InfrastructureOpen source
DrivecorpsAI InfrastructureOpen source
Weights & Biases66AI InfrastructureSan Francisco, United StatesOpen source
Comet59MLOpsNew York, United States$75.0MOpen source
KiloClaw54Artificial IntelligenceOpen source · Self-hostable
Vellum54Synthetic Data GenerationSan Francisco, United States$15.0MOpen source
Feast AI54MLOpsSan Francisco, United StatesOpen source · Self-hostable
OuterBounds Technologies, Inc.41MLOpsSan Francisco, United StatesOpen source
- SOSource32AI InfrastructureSan Francisco, United States$24.0M
Open source · Self-hostable
Modelglass12AI InfrastructureSydney, AustraliaOpen source
Google Cloud Vertex AI8MLOpsMountain View, United StatesOpen source
Axonmedical4HealthTechOpen source
GlovityAI InfrastructureOpen source
RadarforgeSynthetic Data GenerationTel Aviv, IsraelOpen source
MassgeneralbrighamHealthTechOpen source
EyrusAI InfrastructureOpen source
ClohaFoundation ModelOpen source
SparklaAI InfrastructureOpen source
KnowqlAI Search EngineOpen source
ChamsAI InfrastructureOpen source
ThethirdbrainAI InfrastructureOpen source
Pinecone69AI InfrastructureSan Francisco, United States$138.0MOpen source
Arize AI65AI ObservabilityBerkeley, United StatesOpen source
Fiddler Labs, Inc.62MLOpsMountain View, United States$39.0MOpen source
Replicate60AI InfrastructureSan Francisco, United StatesOpen source
Modular58AI InfrastructureSan Francisco, United States$380.0MOpen source
CHAI: AI Platform56AI InfrastructurePalo Alto, United States$3.7MOpen source
LightningAI55AI InfrastructureSan Francisco, United StatesOpen source
Paperspace55AI InfrastructureNew York, United States$166.5MOpen source
- HYHyphen AI54AI InfrastructureSeattle, United States$36.5M
Open source
Superwise.ai54DataTel Aviv, Israel$4.5MOpen source
Synthesized51Synthetic Data GenerationLondon, United Kingdom$32.8MOpen source
Twelve Labs51Video AISan Francisco, United States$62.0MOpen source
Visual Layer50DatabaseTel Aviv, Israel$7.0MOpen source · Self-hostable
nao Labs50Agentic AISan Francisco, United StatesOpen source
Runpod49AI InfrastructureNew York, United StatesOpen source
Spectral Compute49AI InfrastructureCambridge, United Kingdom$29.0MOpen source
Fiddler Labs48AI ObservabilityMountain View, United StatesOpen source
Featherless.ai48Artificial IntelligenceSan Francisco, USA$20.0MOpen source · Self-hostable
Hacktron AI Inc.43CybersecuritySan Francisco, United States$1.0MOpen source
Microsoft43Operating SystemRedmond, United StatesOpen source
Simular41AI InfrastructureSan Francisco, United States$23.0MOpen source
Pluromica40AI InfrastructureSan Francisco, United StatesOpen source
Hindcloud35AI InfrastructureSan Francisco, United States$1.0MOpen source
Catercore35AI InfrastructureSan Francisco, United StatesOpen source
Opactor33Agentic AISan Francisco, United StatesOpen source
Inference.net31AI InfrastructureSan Francisco, United States$14.1MOpen source
AIMLAPI26API PlatformTallinn, EstoniaOpen source
Mamba (AI Architecture)23Artificial IntelligenceOpen source
Quanteta Data Lab21Data PlatformOpen source
- GGggml20Foundation Model
Open source · Self-hostable
Joeyydevops19MLOpsOpen source
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| Databricks | Data Analytics | Open source · Self-hostable | San Francisco, United States | $31.7B | 82 | |
| H2O.ai | Foundation Model | Open source · Self-hostable | Mountain View, United States | $228.1M | 64 | |
| 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 | |
| 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 | |
| Batchfoundry | AI Infrastructure | Open source | San Francisco, United States | — | 5 | |
| Rolledalloys | AI Infrastructure | Open source | — | — | — | |
| Drivecorps | AI Infrastructure | Open source | — | — | — | |
| Weights & Biases | AI Infrastructure | Open source | San Francisco, United States | — | 66 | |
| Comet | MLOps | Open source | New York, United States | $75.0M | 59 | |
| KiloClaw | Artificial Intelligence | Open source · Self-hostable | — | — | 54 | |
| Vellum | Synthetic Data Generation | Open source | San Francisco, United States | $15.0M | 54 | |
| Feast AI | MLOps | Open source · Self-hostable | San Francisco, United States | — | 54 | |
| OuterBounds Technologies, Inc. | MLOps | Open source | San Francisco, United States | — | 41 | |
| SOSource | AI Infrastructure | Open source · Self-hostable | San Francisco, United States | $24.0M | 32 | |
| Modelglass | AI Infrastructure | Open source | Sydney, Australia | — | 12 | |
| Google Cloud Vertex AI | MLOps | Open source | Mountain View, United States | — | 8 | |
| Axonmedical | HealthTech | Open source | — | — | 4 | |
| Glovity | AI Infrastructure | Open source | — | — | — | |
| Radarforge | Synthetic Data Generation | Open source | Tel Aviv, Israel | — | — | |
| Massgeneralbrigham | HealthTech | Open source | — | — | — | |
| Eyrus | AI Infrastructure | Open source | — | — | — | |
| Cloha | Foundation Model | Open source | — | — | — | |
| Sparkla | AI Infrastructure | Open source | — | — | — | |
| Knowql | AI Search Engine | Open source | — | — | — | |
| Chams | AI Infrastructure | Open source | — | — | — | |
| Thethirdbrain | AI Infrastructure | Open source | — | — | — | |
| Pinecone | AI Infrastructure | Open source | San Francisco, United States | $138.0M | 69 | |
| Arize AI | AI Observability | Open source | Berkeley, United States | — | 65 | |
| Fiddler Labs, Inc. | MLOps | Open source | Mountain View, United States | $39.0M | 62 | |
| Replicate | AI Infrastructure | Open source | San Francisco, United States | — | 60 | |
| Modular | AI Infrastructure | Open source | San Francisco, United States | $380.0M | 58 | |
| CHAI: AI Platform | AI Infrastructure | Open source | Palo Alto, United States | $3.7M | 56 | |
| LightningAI | AI Infrastructure | Open source | San Francisco, United States | — | 55 | |
| Paperspace | AI Infrastructure | Open source | New York, United States | $166.5M | 55 | |
| HYHyphen AI | AI Infrastructure | Open source | Seattle, United States | $36.5M | 54 | |
| Superwise.ai | Data | Open source | Tel Aviv, Israel | $4.5M | 54 | |
| Synthesized | Synthetic Data Generation | Open source | London, United Kingdom | $32.8M | 51 | |
| Twelve Labs | Video AI | Open source | San Francisco, United States | $62.0M | 51 | |
| Visual Layer | Database | Open source · Self-hostable | Tel Aviv, Israel | $7.0M | 50 | |
| nao Labs | Agentic AI | Open source | San Francisco, United States | — | 50 | |
| Runpod | AI Infrastructure | Open source | New York, United States | — | 49 | |
| Spectral Compute | AI Infrastructure | Open source | Cambridge, United Kingdom | $29.0M | 49 | |
| Fiddler Labs | AI Observability | Open source | Mountain View, United States | — | 48 | |
| Featherless.ai | Artificial Intelligence | Open source · Self-hostable | San Francisco, USA | $20.0M | 48 | |
| Hacktron AI Inc. | Cybersecurity | Open source | San Francisco, United States | $1.0M | 43 | |
| Microsoft | Operating System | Open source | Redmond, United States | — | 43 | |
| Simular | AI Infrastructure | Open source | San Francisco, United States | $23.0M | 41 | |
| Pluromica | AI Infrastructure | Open source | San Francisco, United States | — | 40 | |
| Hindcloud | AI Infrastructure | Open source | San Francisco, United States | $1.0M | 35 | |
| Catercore | AI Infrastructure | Open source | San Francisco, United States | — | 35 | |
| Opactor | Agentic AI | Open source | San Francisco, United States | — | 33 | |
| Inference.net | AI Infrastructure | Open source | San Francisco, United States | $14.1M | 31 | |
| AIMLAPI | API Platform | Open source | Tallinn, Estonia | — | 26 | |
| Mamba (AI Architecture) | Artificial Intelligence | Open source | — | — | 23 | |
| Quanteta Data Lab | Data Platform | Open source | — | — | 21 | |
| GGggml | Foundation Model | Open source · Self-hostable | — | — | 20 | |
| Joeyydevops | MLOps | Open source | — | — | 19 |