Best Oracle Big Data Service Alternatives in 2026
The top Oracle Big Data Service alternatives are AWS Lake Formation, Cloudera Data Lake Service and Baidu EasyDAP: 15 data lake software our editors would look at instead of Oracle Big Data Service, in our ranking order.
Oracle Big Data Service: A strong Oracle-centered Hadoop lake service with usage-based pricing and broad ODH components. Where it falls short: paid service with no free plan.
Switching from Oracle Big Data Service? For most data lake software buyers the best Oracle Big Data Service alternative is AWS Lake Formation, built for aWS-native governed data lakes. HPCC Systems has a free plan, which Oracle Big Data Service does not.
Why People Look for an Oracle Big Data Service Alternative
- Paid service with no free plan
- Compute, storage, and Cloud SQL charges are billed separately
- Its core approach centers on Hadoop and Oracle Cloud services
- No free plan — 3 of the alternatives below have it
Quick Picks by What You Need
- Best overallAWS Lake Formation9.4
AWS-native governed data lakes
Visit AWS Lake Formation - Best free optionHPCC Systems8.7
Has a free plan (Oracle Big Data Service has none)
Visit HPCC Systems
All 15 Oracle Big Data Service Alternatives, Ranked
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
-
Best forAWS-native governed data lakes
- Better than Oracle Big Data Service:
- Editor score 9.4 vs 8.1
A deep AWS-native governance layer for organizations building managed data lakes on Amazon S3.
- Open table formats
- Data sharing
- Metadata catalog
9.4/10★★★★★Visit site -
Best forEnterprise hybrid data lakes
- Better than Oracle Big Data Service:
- Editor score 9.1 vs 8.1
A mature hybrid data lake service for enterprises needing governance, lineage, and Iceberg support.
- Open table formats
- Data sharing
- Metadata catalog
9.1/10★★★★★Visit Cloudera -
Best forMulti-source governed data platforms
- Better than Oracle Big Data Service:
- Editor score 8.9 vs 8.1
A broad governed data platform for multi-source batch, streaming, SQL, and data services.
- Open table formats
- Data sharing
- Metadata catalog
8.9/10★★★★☆Visit Baidu EasyDAP -
Best forOpen-source analytics data lakes
- Better than Oracle Big Data Service:
- Free plan
- Editor score 8.7 vs 8.1
A broad open-source data lake platform for distributed processing, queries, governance, and machine learning.
- Data sharing
- Metadata catalog
- Governance controls
8.7/10★★★★☆Visit HPCC Systems -
Best forOpen-source cross-cloud lakehouses
- Better than Oracle Big Data Service:
- Editor score 8.6 vs 8.1
A broad, governance-focused lakehouse layer for teams working across cloud and local storage.
- Open table formats
- Data sharing
- Metadata catalog
8.6/10★★★★☆Visit Unilake -
Best forVersioned, governed data lakes
- Better than Oracle Big Data Service:
- Free plan
- Editor score 8.5 vs 8.1
A governed, Git-like control layer for versioned data lakes.
- Open table formats
- Data sharing
- Metadata catalog
8.5/10★★★★☆Visit lakeFS -
Best forManaged analytics-heavy data lakes
- Better than Oracle Big Data Service:
- Editor score 8.3 vs 8.1
A managed, analytics-focused data lake with broad engine, pipeline, and BI support.
- Data sharing
- Metadata catalog
- Governance controls
8.3/10★★★★☆Visit Qubole -
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
8.0/10★★★★☆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
7.9/10★★★★☆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
7.8/10★★★★☆Visit Huawei Cloud -
Best forServerless Tencent data lake analytics
A cloud-native choice for federated Tencent data lake analytics, with usage-based pricing.
- Open table formats
- Metadata catalog
- Governance controls
7.7/10★★★★☆Visit Tencent Cloud -
Best forSelf-hosted object storage foundations
A self-hosted storage foundation with strong Hadoop and S3 compatibility.
- Governance controls
7.5/10★★★★☆Visit Apache Ozone -
Best forFree self-hosted distributed storage
- Better than Oracle Big Data Service:
- Free plan
A free, self-hosted foundation for distributed storage—not a complete data lake platform.
- Governance controls
7.3/10★★★★☆Visit Apache Hadoop -
Best forTransactional multi-cloud data fabric
A transactional, multi-cloud data fabric with database, query, replication, and security capabilities.
7.1/10★★★★☆Visit 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
6.8/10★★★☆☆Visit Tencent Cloud
Oracle Big Data Service Alternatives: Common Questions
What is the best alternative to Oracle Big Data Service?
AWS Lake Formation: #1 in our Data Lake Software ranking, with an editor score of 9.4 out of 10. A deep AWS-native governance layer for organizations building managed data lakes on Amazon S3.
Is there a free alternative to Oracle Big Data Service?
Yes. HPCC Systems, Unilake, lakeFS, Apache Ozone and Apache Hadoop HDFS have a free plan or a free tier.
Why do people look for Oracle Big Data Service alternatives?
Paid service with no free plan; Compute, storage, and Cloud SQL charges are billed separately; Its core approach centers on Hadoop and Oracle Cloud services.
How do I switch from Oracle Big Data Service?
Export your data from Oracle Big Data Service (most tools have an export in their settings). Sign up for the alternative; start on its free plan or trial if it has one. Import your export and set up the integrations your team relies on. Run both side by side for a short while, then cancel Oracle Big Data Service.
How to Switch from Oracle Big Data Service
- Export your data from Oracle Big Data Service (most tools have an export in their settings).
- Sign up for the alternative; start on its free plan or trial if it has one.
- Import your export and set up the integrations your team relies on.
- Run both side by side for a short while, then cancel Oracle Big Data Service.
Oracle Big Data Service vs Each Alternative
| # | Tool | Free plan | Paid from | Deployment model | Ingestion modes | Metadata catalog | Governance controls | Score |
|---|---|---|---|---|---|---|---|---|
| 8 | Oracle Big Data Service | No | $0.02/unit usage-based | Cloud | Both | Yes | Yes | 8.1 |
| 1 | AWS Lake Formation | No | Cloud | Batch | Yes | Yes | 9.4 | |
| 2 | Cloudera Data Lake Service | Hybrid | Both | Yes | Yes | 9.1 | ||
| 3 | Baidu EasyDAP | No | Hybrid | Both | Yes | Yes | 8.9 | |
| 4 | HPCC Systems | Yes | Free | Hybrid | Both | Yes | Yes | 8.7 |
| 5 | Unilake | Free | Hybrid | Both | Yes | Yes | 8.6 | |
| 6 | lakeFS | Yes | Hybrid | Yes | Yes | 8.5 | ||
| 7 | Qubole | No | Cloud | Both | Yes | Yes | 8.3 | |
| 8 | Alibaba Cloud Data Lake Formation | No | Cloud | Both | Yes | Yes | 8.0 | |
| 9 | DataArts Lake Formation | Cloud | Yes | Yes | 7.9 | |||
| 10 | Huawei Cloud Data Lake Insight | Cloud | Both | Yes | Yes | 7.8 | ||
| 11 | Tencent Cloud Data Lake Compute (DLC) | No | Cloud | Yes | Yes | 7.7 | ||
| 12 | Apache Ozone | No | Free | Self-hosted | Yes | 7.5 | ||
| 13 | Apache Hadoop HDFS | Yes | Free | Self-hosted | Both | Yes | 7.3 | |
| 14 | HPE Ezmeral Data Fabric | 7.1 | ||||||
| 15 | Tencent Cloud GooseFS | No | $0.0002456/GB usage-based | Hybrid | Yes | Yes | 6.8 |
Head-to-Head
- Oracle Big Data Service vs AWS Lake Formation
- Oracle Big Data Service vs Cloudera Data Lake Service
- Oracle Big Data Service vs Baidu EasyDAP
- Oracle Big Data Service vs HPCC Systems
- Oracle Big Data Service vs Unilake
- Oracle Big Data Service vs lakeFS
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update