Best Tencent Cloud Data Lake Compute (DLC) Alternatives in 2026
15 data lake software our editors would look at instead of Tencent Cloud Data Lake Compute (DLC), in our ranking order.
Tencent Cloud Data Lake Compute (DLC): A cloud-native choice for federated Tencent data lake analytics, with usage-based pricing. Where it falls short: no free plan is available.
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AWS Lake Formation not yet scored
Best forAWS-native governed data lakes
A deep AWS-native governance layer for organizations building managed data lakes on Amazon S3.
- Open table formats
- Data sharing
- Metadata catalog
—not yet scoredVisit site -
Cloudera Data Lake Service not yet scored
Best forEnterprise hybrid data lakes
A mature hybrid data lake service for enterprises needing governance, lineage, and Iceberg support.
- Open table formats
- Data sharing
- Metadata catalog
—not yet scoredVisit Cloudera -
Best forMulti-source governed data platforms
A broad governed data platform for multi-source batch, streaming, SQL, and data services.
- Open table formats
- Data sharing
- Metadata catalog
7.0/10★★★★☆Visit Baidu EasyDAP -
HPCC Systems not yet scored
Best forOpen-source analytics data lakes
A broad open-source data lake platform for distributed processing, queries, governance, and machine learning.
- Data sharing
- Metadata catalog
- Governance controls
—not yet scoredVisit HPCC Systems -
Unilake not yet scored
Best forOpen-source cross-cloud lakehouses
A broad, governance-focused lakehouse layer for teams working across cloud and local storage.
- Open table formats
- Data sharing
- Metadata catalog
—not yet scoredVisit Unilake -
Best forVersioned, governed data lakes
A governed, Git-like control layer for versioned data lakes.
- Open table formats
- Data sharing
- Metadata catalog
9.0/10★★★★☆Visit lakeFS -
Best forManaged analytics-heavy data lakes
A managed, analytics-focused data lake with broad engine, pipeline, and BI support.
- Data sharing
- Metadata catalog
- Governance controls
7.0/10★★★★☆Visit Qubole -
Best forOracle-centered Hadoop data lakes
A strong Oracle-centered Hadoop lake service with usage-based pricing and broad ODH components.
- Metadata catalog
- Governance controls
6.0/10★★★☆☆Visit Oracle -
Best forAlibaba Cloud data lake workloads
A managed Alibaba Cloud data lake service with broad governance and engine integration.
- Open table formats
- Metadata catalog
- Governance controls
6.0/10★★★☆☆Visit Alibaba Cloud -
Best forHuawei ecosystem metadata governance
A Huawei Cloud governance layer for metadata, permissions, and cross-service sharing.
- Data sharing
- Metadata catalog
- Governance controls
6.0/10★★★☆☆Visit Huawei Cloud -
Best forCross-source Spark and Flink analytics
A managed SQL, Spark, and Flink service for cross-source lakehouse analytics.
- Open table formats
- Data sharing
- Metadata catalog
7.0/10★★★★☆Visit Huawei Cloud -
Apache Ozone not yet scored
Best forSelf-hosted object storage foundations
A self-hosted storage foundation with strong Hadoop and S3 compatibility.
- Governance controls
—not yet scoredVisit Apache Ozone -
Apache Hadoop HDFS not yet scored
Best forFree self-hosted distributed storage
A free, self-hosted foundation for distributed storage—not a complete data lake platform.
- Governance controls
—not yet scoredVisit Apache Hadoop -
HPE Ezmeral Data Fabric not yet scored
Best forTransactional multi-cloud data fabric
A transactional, multi-cloud data fabric with database, query, replication, and security capabilities.
—not yet scoredVisit HPE -
Best forAccelerating lake storage near compute
A focused storage acceleration layer for data lakes, not a complete lake management suite.
- Data sharing
- Metadata catalog
- Governance controls
7.0/10★★★★☆Visit Tencent Cloud
Tencent Cloud Data Lake Compute (DLC) Alternatives: Common Questions
What is the best alternative to Tencent Cloud Data Lake Compute (DLC)?
Baidu EasyDAP: #3 in our Data Lake Software ranking, with an editor score of 7.0 out of 10. A broad governed data platform for multi-source batch, streaming, SQL, and data services.
Is there a free alternative to Tencent Cloud Data Lake Compute (DLC)?
Yes. HPCC Systems, Unilake, lakeFS, Apache Ozone and Apache Hadoop HDFS have a free plan or a free tier.
Tencent Cloud Data Lake Compute (DLC) vs Each Alternative
| # | Tool | Free plan | Paid from | Deployment model | Ingestion modes | Metadata catalog | Governance controls | Score |
|---|---|---|---|---|---|---|---|---|
| 12 | Tencent Cloud Data Lake Compute (DLC) | No | — | Cloud | — | Yes | Yes | 6.0 |
| not scored | AWS Lake Formation | No | — | Cloud | Batch | Yes | Yes | — |
| not scored | Cloudera Data Lake Service | — | — | Hybrid | Both | Yes | Yes | — |
| 3 | Baidu EasyDAP | No | — | Hybrid | Both | Yes | Yes | 7.0 |
| not scored | HPCC Systems | Yes | None | Hybrid | Both | Yes | Yes | — |
| not scored | Unilake | — | None | Hybrid | Both | Yes | Yes | — |
| 6 | lakeFS | Yes | — | Hybrid | — | Yes | Yes | 9.0 |
| 7 | Qubole | No | — | Cloud | Both | Yes | Yes | 7.0 |
| 8 | Oracle Big Data Service | No | — | Cloud | Both | Yes | Yes | 6.0 |
| 9 | Alibaba Cloud Data Lake Formation | No | — | Cloud | Both | Yes | Yes | 6.0 |
| 10 | DataArts Lake Formation | — | — | Cloud | — | Yes | Yes | 6.0 |
| 11 | Huawei Cloud Data Lake Insight | — | — | Cloud | Both | Yes | Yes | 7.0 |
| not scored | Apache Ozone | No | None | Self-hosted | — | — | Yes | — |
| not scored | Apache Hadoop HDFS | Yes | None | Self-hosted | Both | — | Yes | — |
| not scored | HPE Ezmeral Data Fabric | — | — | — | — | — | — | — |
| 16 | Tencent Cloud GooseFS | No | — | Hybrid | — | Yes | Yes | 7.0 |
Guides on Data Lake Software
Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026