Alternatives to Amazon SageMaker Feature Store
The top MLOps companies similar to Amazon SageMaker Feature Store, ranked by relevance (named competitors first, then how closely their sectors overlap) and our 0-100 AI-readiness score. Each links to a full profile with funding and team.
Feast AI54MLOpsSan Francisco, United States
Tecton, Inc.67MLOpsSan Francisco, United States$257.0M
Natun.ai28MLOps$1.5M
Databricks82Data AnalyticsSan Francisco, United States$31.7B
NomadicML54Artificial IntelligenceSan Francisco, United States$8.4M
Ryft Data54Data ManagementTel Aviv, Israel$8.0M
AWS Glue21Data IntegrationSeattle, United States
Starburst Data71Data ManagementBoston, USA$414.0M
ThoughtSpot70Business IntelligenceSunnyvale, USA
Starburst67AIBoston, United States$414.0M- QDQdrant63Artificial IntelligenceBerlin, Germany$87.5M
Qwak62DevelopmentTel Aviv, Israel$31.0M
Comet ML62MLOpsNew York, United States$69.8M
Aporia59MLOpsTel Aviv, Israel$30.0M
Comet59MLOpsNew York, United States$75.0M
Lambda AI Cloud58Cloud InfrastructureSan Jose, United States$425.0M
Treeverse56DataTel Aviv, Israel$23.0M
PVML55Machine LearningSan Francisco, United States$8.0M
OpsMill55Artificial IntelligencePalo Alto, USA$26.0M
Panoply.io55EnterpriseTel Aviv, Israel$23.3M
BeyondMinds54Artificial IntelligenceTel Aviv, Israel$15.0M
MosaicML (now Databricks)54Foundation ModelSan Francisco, United States$21.7M
Kestra49Data OrchestrationParis, France$36.0M
Featherless.ai48Artificial IntelligenceSan Francisco, USA$20.0M- RERealSynth47Synthetic Data GenerationSan Francisco, United States
Vigilant AI45CybersecuritySan Francisco, United States$740K
Exafunction44MLOpsSan Francisco, United States$28.0M
JarvisLabs.ai43MLOpsSan Francisco, United States
Neptune42MLOpsNew York, United States$11.0M- TUTuri41MLOpsSeattle, United States$27.4M
HI4AI - Human Intelligence for Artificial Intelligence38LabellingPlano, United States
DataHeroes35Artificial IntelligenceSan Francisco, United States
ZeroSix.ai33AI Enablers
AQUALITAS23Water
Womp Labs21AI InfrastructureNew York, United States- GGggml20Foundation Model
BonData17DataTel Aviv, Israel
iKnowlogy15Custom- DADataFlipper13Data AnnotationTel Aviv, Israel
Optimizing Mind12AI Enablers
Google Cloud AI Platform11MLOpsMountain View, United States
DataDudes.ai10AutoML
SuperAnnotate1Data AnnotationYerevan, Armenia
Faiss by MetaAI Foundation & Compute- TexgenSynthetic Data GenerationTel Aviv, Israel
GlovityAI Infrastructure
ColdlabsnetworkAI Infrastructure
New Relic85Enterprise SoftwareSan Francisco, United States$7.2B- GRGrafana Labs80ObservabilityNew York, United States
Alphabet80AI InfrastructureMountain View, United States$48.0B
Oracle Corporation77Enterprise SoftwareAustin, United States$26K- MUMultiverse Computing SL74Artificial IntelligenceSpain$570.0M
Everpure72Data StorageSanta Clara, USA$890.0M- KAKaggle71Data ScienceSan Francisco, United States$11.0M
Snorkel AI70Data Layer for Specialized AIRedwood City, United States$200.0M
Monte Carlo70EnterpriseSan Francisco, United States$236.0M
Pinecone69AI InfrastructureSan Francisco, United States$138.0M
Pinecone Systems69EnterpriseNew York, United States$138.0M
Pecan67EnterpriseTel Aviv, Israel$116.0M
Weights & Biases66AI InfrastructureSan Francisco, United States
| Company | Sector | HQ | Funding | Score |
|---|---|---|---|---|
| Feast AI | MLOps | San Francisco, United States | — | 54 |
| Tecton, Inc. | MLOps | San Francisco, United States | $257.0M | 67 |
| Natun.ai | MLOps | — | $1.5M | 28 |
| Databricks | Data Analytics | San Francisco, United States | $31.7B | 82 |
| NomadicML | Artificial Intelligence | San Francisco, United States | $8.4M | 54 |
| Ryft Data | Data Management | Tel Aviv, Israel | $8.0M | 54 |
| AWS Glue | Data Integration | Seattle, United States | — | 21 |
| Starburst Data | Data Management | Boston, USA | $414.0M | 71 |
| ThoughtSpot | Business Intelligence | Sunnyvale, USA | — | 70 |
| Starburst | AI | Boston, United States | $414.0M | 67 |
| QDQdrant | Artificial Intelligence | Berlin, Germany | $87.5M | 63 |
| Qwak | Development | Tel Aviv, Israel | $31.0M | 62 |
| Comet ML | MLOps | New York, United States | $69.8M | 62 |
| Aporia | MLOps | Tel Aviv, Israel | $30.0M | 59 |
| Comet | MLOps | New York, United States | $75.0M | 59 |
| Lambda AI Cloud | Cloud Infrastructure | San Jose, United States | $425.0M | 58 |
| Treeverse | Data | Tel Aviv, Israel | $23.0M | 56 |
| PVML | Machine Learning | San Francisco, United States | $8.0M | 55 |
| OpsMill | Artificial Intelligence | Palo Alto, USA | $26.0M | 55 |
| Panoply.io | Enterprise | Tel Aviv, Israel | $23.3M | 55 |
| BeyondMinds | Artificial Intelligence | Tel Aviv, Israel | $15.0M | 54 |
| MosaicML (now Databricks) | Foundation Model | San Francisco, United States | $21.7M | 54 |
| Kestra | Data Orchestration | Paris, France | $36.0M | 49 |
| Featherless.ai | Artificial Intelligence | San Francisco, USA | $20.0M | 48 |
| RERealSynth | Synthetic Data Generation | San Francisco, United States | — | 47 |
| Vigilant AI | Cybersecurity | San Francisco, United States | $740K | 45 |
| Exafunction | MLOps | San Francisco, United States | $28.0M | 44 |
| JarvisLabs.ai | MLOps | San Francisco, United States | — | 43 |
| Neptune | MLOps | New York, United States | $11.0M | 42 |
| TUTuri | MLOps | Seattle, United States | $27.4M | 41 |
| HI4AI - Human Intelligence for Artificial Intelligence | Labelling | Plano, United States | — | 38 |
| DataHeroes | Artificial Intelligence | San Francisco, United States | — | 35 |
| ZeroSix.ai | AI Enablers | — | — | 33 |
| AQUALITAS | Water | — | — | 23 |
| Womp Labs | AI Infrastructure | New York, United States | — | 21 |
| GGggml | Foundation Model | — | — | 20 |
| BonData | Data | Tel Aviv, Israel | — | 17 |
| iKnowlogy | Custom | — | — | 15 |
| DADataFlipper | Data Annotation | Tel Aviv, Israel | — | 13 |
| Optimizing Mind | AI Enablers | — | — | 12 |
| Google Cloud AI Platform | MLOps | Mountain View, United States | — | 11 |
| DataDudes.ai | AutoML | — | — | 10 |
| SuperAnnotate | Data Annotation | Yerevan, Armenia | — | 1 |
| Faiss by Meta | AI Foundation & Compute | — | — | — |
| Synthetic Data Generation | Tel Aviv, Israel | — | — | |
| Glovity | AI Infrastructure | — | — | — |
| Coldlabsnetwork | AI Infrastructure | — | — | — |
| New Relic | Enterprise Software | San Francisco, United States | $7.2B | 85 |
| GRGrafana Labs | Observability | New York, United States | — | 80 |
| Alphabet | AI Infrastructure | Mountain View, United States | $48.0B | 80 |
| Oracle Corporation | Enterprise Software | Austin, United States | $26K | 77 |
| MUMultiverse Computing SL | Artificial Intelligence | Spain | $570.0M | 74 |
| Everpure | Data Storage | Santa Clara, USA | $890.0M | 72 |
| KAKaggle | Data Science | San Francisco, United States | $11.0M | 71 |
| Snorkel AI | Data Layer for Specialized AI | Redwood City, United States | $200.0M | 70 |
| Monte Carlo | Enterprise | San Francisco, United States | $236.0M | 70 |
| Pinecone | AI Infrastructure | San Francisco, United States | $138.0M | 69 |
| Pinecone Systems | Enterprise | New York, United States | $138.0M | 69 |
| Pecan | Enterprise | Tel Aviv, Israel | $116.0M | 67 |
| Weights & Biases | AI Infrastructure | San Francisco, United States | — | 66 |