Open source focus
Open Source Alternatives to Abstractsignals
60 open source AI Infrastructure options similar to Abstractsignals, 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
Comet ML62MLOpsNew York, United States$69.8MOpen source
Aporia59MLOpsTel Aviv, Israel$30.0MOpen source
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$3.0BOpen source
Neptune39MLOpsNew York, United States$11.0MOpen source
Xverum21Data PlatformOpen source
Axonmedical4HealthTechOpen source
RolledalloysAI InfrastructureOpen source
VAST Data85StorageNew York, United States$881.0MOpen source
WekaIO70ComputingCampbell, United States$565.0MOpen source
Logz.io69EnterpriseTel Aviv, Israel$132.0MOpen source · Self-hostable
Starburst67AIBoston, United States$414.0MOpen source · Self-hostable
Percepto67DronesTel Aviv, Israel$136.8MOpen source
Weights & Biases66AI InfrastructureSan Francisco, United StatesOpen source
Weights & Biases (W&B)63MLOpsSan Francisco, United States$521.0MOpen source
Aerospike63DatabaseSunnyvale, United States$161.0MOpen source
Domino Data Lab, Inc.63AI GovernanceNew York, United States$100.5MOpen source
Imply61ObservabilitySan Francisco, United States$215.3MOpen source
Comet59MLOpsNew York, United States$75.0MOpen source
Dash058ObservabilitySan Francisco, United States$147.2MOpen source
Dymium55Data PlatformSan Francisco, United States$7.0MOpen source
OpsMill55Artificial IntelligencePalo Alto, USA$26.0MOpen source
Vellum54Synthetic Data GenerationSan Francisco, United States$15.0MOpen source
Superwise.ai54DataTel Aviv, Israel$4.5MOpen source
Digma53EnterpriseTel Aviv, Israel$6.0MOpen source
SingleStore50AI InfrastructureSan Francisco, United States$462.0MOpen source
Kestra49Data OrchestrationParis, France$36.0MOpen source · Self-hostable
Mona Labs48PlatformSan Francisco, United StatesOpen source
OpenObserve47Cloud ComputingSan Francisco, USA$10.0MOpen source
JarvisLabs.ai43MLOpsSan Francisco, United StatesOpen source
Hacktron AI Inc.43CybersecuritySan Francisco, United States$1.0MOpen source
Pluromica40AI InfrastructureSan Francisco, United StatesOpen source
SmartGreen37IndustrialTel Aviv, Israel$3.0MOpen source
Quanteta Data Lab21Data PlatformOpen source
Apache Airflow19MLOpsOpen source · Self-hostable
Google Cloud Vertex AI8MLOpsMountain View, United StatesOpen source
Bayouops4Cloud InfrastructureHouston, United StatesOpen source
ThethirdbrainAI InfrastructureOpen source
DrivecorpsAI InfrastructureOpen source
GlovityAI InfrastructureOpen source
Faiss by MetaAI Foundation & ComputeOpen source · Self-hostable
GrainwiseData AnalyticsOpen source
GlobalsolutantsEnterprise SoftwareOpen source
MachinesuiteIndustrial AutomationOpen source
RadarforgeSynthetic Data GenerationTel Aviv, IsraelOpen source
EnttrackAI InfrastructureTel Aviv, IsraelOpen source
KnowqlAI Search EngineOpen source
MfglogicSmart ManufacturingOpen source
- GRGrafana Labs80ObservabilityNew York, United States
Open source · Self-hostable
SpaceXAI76Frontier AI LabPalo Alto, United States$32.1BOpen source
Grafana Cloud74ObservabilityNew York, United States$2.1BOpen source · Self-hostable
DeepSeek AI70AI InfrastructureBeijing, China$7.0BOpen source
Qdrant70Vector DatabaseBerlin, Germany$96.5MOpen source · Self-hostable
Pinecone69AI InfrastructureSan Francisco, United States$138.0MOpen source
Tecton, Inc.67MLOpsSan Francisco, United States$257.0MOpen source
Firebolt65Cloud Data WarehousePalo Alto, United States$269.0MOpen source
ClearML64AutoMLTel Aviv, Israel$11.0MOpen source · Self-hostable
Airweave63Agentic AISan Francisco, United States$6.0MOpen source · Self-hostable
Cast AI63MLOpsTel Aviv, Israel$44.0MOpen source
Aurora Labs63AutomotiveTel Aviv, Israel$99.6MOpen source
| Company | Sector | License | HQ | Funding | Score | Website |
|---|---|---|---|---|---|---|
| Databricks | Data Analytics | Open source · Self-hostable | San Francisco, United States | $31.7B | 82 | |
| Comet ML | MLOps | Open source | New York, United States | $69.8M | 62 | |
| Aporia | MLOps | Open source | Tel Aviv, Israel | $30.0M | 59 | |
| MosaicML (now Databricks) | Foundation Model | Open source | San Francisco, United States | $3.0B | 54 | |
| Neptune | MLOps | Open source | New York, United States | $11.0M | 39 | |
| Xverum | Data Platform | Open source | — | — | 21 | |
| Axonmedical | HealthTech | Open source | — | — | 4 | |
| Rolledalloys | AI Infrastructure | Open source | — | — | — | |
| VAST Data | Storage | Open source | New York, United States | $881.0M | 85 | |
| WekaIO | Computing | Open source | Campbell, United States | $565.0M | 70 | |
| Logz.io | Enterprise | Open source · Self-hostable | Tel Aviv, Israel | $132.0M | 69 | |
| Starburst | AI | Open source · Self-hostable | Boston, United States | $414.0M | 67 | |
| Percepto | Drones | Open source | Tel Aviv, Israel | $136.8M | 67 | |
| Weights & Biases | AI Infrastructure | Open source | San Francisco, United States | — | 66 | |
| Weights & Biases (W&B) | MLOps | Open source | San Francisco, United States | $521.0M | 63 | |
| Aerospike | Database | Open source | Sunnyvale, United States | $161.0M | 63 | |
| Domino Data Lab, Inc. | AI Governance | Open source | New York, United States | $100.5M | 63 | |
| Imply | Observability | Open source | San Francisco, United States | $215.3M | 61 | |
| Comet | MLOps | Open source | New York, United States | $75.0M | 59 | |
| Dash0 | Observability | Open source | San Francisco, United States | $147.2M | 58 | |
| Dymium | Data Platform | Open source | San Francisco, United States | $7.0M | 55 | |
| OpsMill | Artificial Intelligence | Open source | Palo Alto, USA | $26.0M | 55 | |
| Vellum | Synthetic Data Generation | Open source | San Francisco, United States | $15.0M | 54 | |
| Superwise.ai | Data | Open source | Tel Aviv, Israel | $4.5M | 54 | |
| Digma | Enterprise | Open source | Tel Aviv, Israel | $6.0M | 53 | |
| SingleStore | AI Infrastructure | Open source | San Francisco, United States | $462.0M | 50 | |
| Kestra | Data Orchestration | Open source · Self-hostable | Paris, France | $36.0M | 49 | |
| Mona Labs | Platform | Open source | San Francisco, United States | — | 48 | |
| OpenObserve | Cloud Computing | Open source | San Francisco, USA | $10.0M | 47 | |
| JarvisLabs.ai | MLOps | Open source | San Francisco, United States | — | 43 | |
| Hacktron AI Inc. | Cybersecurity | Open source | San Francisco, United States | $1.0M | 43 | |
| Pluromica | AI Infrastructure | Open source | San Francisco, United States | — | 40 | |
| SmartGreen | Industrial | Open source | Tel Aviv, Israel | $3.0M | 37 | |
| Quanteta Data Lab | Data Platform | Open source | — | — | 21 | |
| Apache Airflow | MLOps | Open source · Self-hostable | — | — | 19 | |
| Google Cloud Vertex AI | MLOps | Open source | Mountain View, United States | — | 8 | |
| Bayouops | Cloud Infrastructure | Open source | Houston, United States | — | 4 | |
| Thethirdbrain | AI Infrastructure | Open source | — | — | — | |
| Drivecorps | AI Infrastructure | Open source | — | — | — | |
| Glovity | AI Infrastructure | Open source | — | — | — | |
| Faiss by Meta | AI Foundation & Compute | Open source · Self-hostable | — | — | — | |
| Grainwise | Data Analytics | Open source | — | — | — | |
| Globalsolutants | Enterprise Software | Open source | — | — | — | |
| Machinesuite | Industrial Automation | Open source | — | — | — | |
| Radarforge | Synthetic Data Generation | Open source | Tel Aviv, Israel | — | — | |
| Enttrack | AI Infrastructure | Open source | Tel Aviv, Israel | — | — | |
| Knowql | AI Search Engine | Open source | — | — | — | |
| Mfglogic | Smart Manufacturing | Open source | — | — | — | |
| GRGrafana Labs | Observability | Open source · Self-hostable | New York, United States | — | 80 | |
| SpaceXAI | Frontier AI Lab | Open source | Palo Alto, United States | $32.1B | 76 | |
| Grafana Cloud | Observability | Open source · Self-hostable | New York, United States | $2.1B | 74 | |
| DeepSeek AI | AI Infrastructure | Open source | Beijing, China | $7.0B | 70 | |
| Qdrant | Vector Database | Open source · Self-hostable | Berlin, Germany | $96.5M | 70 | |
| Pinecone | AI Infrastructure | Open source | San Francisco, United States | $138.0M | 69 | |
| Tecton, Inc. | MLOps | Open source | San Francisco, United States | $257.0M | 67 | |
| Firebolt | Cloud Data Warehouse | Open source | Palo Alto, United States | $269.0M | 65 | |
| ClearML | AutoML | Open source · Self-hostable | Tel Aviv, Israel | $11.0M | 64 | |
| Airweave | Agentic AI | Open source · Self-hostable | San Francisco, United States | $6.0M | 63 | |
| Cast AI | MLOps | Open source | Tel Aviv, Israel | $44.0M | 63 | |
| Aurora Labs | Automotive | Open source | Tel Aviv, Israel | $99.6M | 63 |