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Buyer's guide

Best Data Lakehouse Platforms software

Unified data platforms that combine the flexibility of data lakes with the structure and performance of data warehouses. Open any profile for real pricing, compliance, and buyer-fit detail, or jump into the data lakehouse platforms directory to filter by industry, company size, and certifications.

3 profiled toolsUpdated 2026
This category is still being built out. We only feature a ranked guide once at least 8 tools have complete profiles. Until then, browse the full data lakehouse platforms directory.
  1. 1
    Databricks logo
    Databricks
    Software
    Databricks is the data intelligence platform built on the lakehouse architecture, unifying data engineering, warehousing, analytics, and AI on open formats.
    View profile >
  2. 2
    Starburst logo
    Starburst
    Data Mesh Platforms
    Starburst provides a data lake analytics engine based on Trino that enables querying data across distributed sources without moving it.
    View profile >
  3. 3
    Dremio logo
    Dremio
    Data Lakehouse Platforms
    Dremio provides a data lakehouse engine with self-service data access, enabling organizations to query data lake storage directly with sub-second performance.
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  4. 4
    Tabular
    Software
    Managed Apache Iceberg platform by the creators of Iceberg for enterprise lakehouse management.
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  5. 5
    LakeSoul logo
    LakeSoul
    Software
    Open-source lakehouse framework with streaming and multi-engine support on object storage.
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  6. 6
    Onehouse logo
    Onehouse
    Data Lakehouse Platforms
    Managed lakehouse platform built on Apache Hudi providing automated table management and optimization.
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  7. 7
    Presto logo
    Presto
    Software
    Open-source distributed SQL query engine for running interactive queries on data lakes and warehouses.
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  8. 8
    CelerData logo
    CelerData
    Data Lakehouse Platforms
    Commercial distribution and cloud service for StarRocks offering a managed lakehouse analytical database platform.
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  9. 9
    LakeFS logo
    LakeFS
    Data Lake Platforms
    Open-source data versioning platform providing Git-like branching and merging for data lake objects.
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  10. 10
    Hopsworks logo
    Hopsworks
    Feature Stores
    Feature store and ML platform providing feature engineering, model training, and inference pipeline management.
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  11. 11
    Upsolver
    ETL & Data Integration
    Data lake ETL platform for building Apache Iceberg pipelines with SQL-based data transformation.
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  12. 12
    Delta Lake logo
    Delta Lake
    Data Lakehouse Platforms
    Open-source storage framework bringing ACID transactions and schema enforcement to data lakes.
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  13. 13
    LakeSail logo
    LakeSail
    Data Lakehouse Platforms
    Unified compute engine for data, analytics, and AI replacing Spark.
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  14. 14
    Databend logo
    Databend
    Data Warehouse Platforms
    Modern cloud data warehouse built in Rust for elastic analytics on object storage, compatible with MySQL.
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  15. 15
    Nessie logo
    Nessie
    Data Lakehouse Platforms
    Open-source transactional catalog for data lakes providing Git-like branching of Iceberg and Delta tables.
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  16. 16
    Ocient logo
    Ocient
    Data Warehouse Platforms
    Hyperscale data analytics platform for trillion-row workloads across telecom and adtech.
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  17. 17
    Trino logo
    Trino
    Data Warehouse Platforms
    Open-source distributed SQL query engine for federated queries across data lakes, warehouses, and databases.
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  18. 18
    Vast Data logo
    Vast Data
    Data Infrastructure
    AI data platform providing universal storage for deep learning with massive throughput and low latency.
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  19. 19
    Clearsense logo
    Clearsense
    Healthcare Data Analytics
    Healthcare data management platform that curates and governs clinical and operational data for analytics.
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  20. 20
    Deep Lake logo
    Deep Lake
    Data Lakehouse Platforms
    Multi-modal database for AI providing vector search, data versioning, and streaming for LLM and ML applications.
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  21. 21
    LanceDB logo
    LanceDB
    Vector Databases
    Open-source serverless vector database built on Lance columnar format for multimodal AI applications.
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  22. 22
    TileDB logo
    TileDB
    Data Lakehouse Platforms
    Universal database for multi-dimensional data unifying tables, arrays, and files with a single storage engine.
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  23. 23
    CaseWorthy logo
    CaseWorthy
    Case Management Software
    Case management software for nonprofits and social services.
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Best data lakehouse platforms by company size

Best data lakehouse platforms for Solo / freelancerBest data lakehouse platforms for Startup (1-50)Best data lakehouse platforms for Small business (51-200)Best data lakehouse platforms for Mid-market (201-1,000)Best data lakehouse platforms for Enterprise (1,000+)

Buyers here also look at

Data Warehousing

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Frequently asked

What is the best data lakehouse platforms software?

Cubbie ranks 3 profiled data lakehouse platforms tools by profile completeness, verified-vendor status, and active deals. The list above leads with the products that carry the most complete, vendor-maintained profiles.

How does Cubbie choose these data lakehouse platforms tools?

Listings are drawn from the live catalog and ordered so products with substantive, vendor-maintained profiles surface first. Cubbie does not accept payment for ranking position.

Ranked from Cubbie's live catalog, https://www.cubbie.com/best/data-lakehouse-platforms