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Comet vs Hopsworks AI Lakehouse

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Comet

7.9#1 in model registry softwareFrom $19 a month
Free planWebAPILinuxmacOS
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What both publish

FactCometHopsworks AI Lakehouse
ComplianceThe Trust Center lists ISO 9001:2015, ISO/IEC 27001:2022, and SOC 2 Type 2 compliance.The security page lists ISO 27001 and SOC 2 Type 2 certification and states that Hopsworks is GDPR compliant.
Founded20172017
HeadquartersNew York City, United StatesStockholm, Sweden
IntegrationsComet advertises integrations with more than 40 AI frameworks, model providers, and gateways, including PyTorch, TensorFlow, Keras, scikit-learn, XGBoost, Hugging Face, LangChain, and OpenAI.Listed integrations include Airflow, Apache Flink, Databricks, Snowflake, AWS SageMaker, Spark, Vertex AI, and Weights & Biases.

Comet plans

  • Open SourceFree
  • Opik Free CloudFree
  • Opik Open SourceFree
  • MLOps FreeFree
  • Free CloudFree
  • Pro Cloud$19 a month

Hopsworks AI Lakehouse plans

  • FreeFree
  • EnterprisePriced on request
  • SaaSPriced on request

Pick Comet if…

Opik is aimed at teams building applications or agents that make LLM calls. Comet describes MLOps as suited to teams building and training machine-learning models.

Pick Hopsworks AI Lakehouse if…

It is aimed at developers, data scientists, platform engineers, security engineers, and administrators building AI systems. The free tier may suit a single-project start, while enterprises needing on-premise or air-gapped deployment have a separate tier.

Charts they share