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Head-to-head · Data Lake Software

Qubole vs Oracle Big Data Service

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Qubole #7 in Data Lake Software 8.3/10 30-day trial Free trial✓ 3 of 4 features Visit Qubole
Oracle Big Data Service #8 in Data Lake Software 8.1/10 Paid ✓ 2 of 4 features Visit Oracle

Qubole leads on 0 checks, Oracle Big Data Service on 0, and 5 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreQubole · 8.3/10
  • Free trialonly Qubole
  • Most featuresQubole · 3 of 4

Qubole scores higher on our rubric for data lake software: 8.3 against 8.1 out of 10; our editors rank them #7 and #8.

Qubole is the better fit for managed analytics-heavy data lakes. Oracle Big Data Service is the better fit for oracle-centered Hadoop data lakes.

  • Qubole fits best

    Managed analytics-heavy data lakes

  • Oracle Big Data Service fits best

    Oracle-centered Hadoop data lakes

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.

Side by side

Feature Qubole 8.3/10 Visit ↗ Oracle Big Data Service 8.1/10 Visit ↗
At a glance
Editor score 8.3 8.1
Ranking #7 in Data Lake Software #8 in Data Lake Software
Best for Managed analytics-heavy data lakes Oracle-centered Hadoop data lakes
Pricing model Paid Paid
Starting price — $0.02/unit usage-based
Free plan — —
Free trial 30 days —
Deployment Cloud Cloud
Platforms Web Web
Support Email, Docs Community, Docs
Compliance SOC 2, ISO 27001, GDPR, HIPAA 2FA
Integrations 14 integrations 9 integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features Qubole 3/4 · Oracle Big Data Service 2/4
Metadata catalog ✓ ✓
Governance controls ✓ ✓
Open table formats — Not checked yet
Data sharing ✓ (best) Not checked yet
Specs
Deployment model Cloud Cloud
Ingestion modes Both Both
Query interface Both Both
Our review
Pros
  • Managed Spark, Presto, Hive, and Airflow engines
  • Batch and streaming pipelines with Kafka and Kinesis ingestion
  • Governance, metadata discovery, autoscaling, and BI connectivity
  • Managed Hadoop provisioning with HDFS, Spark, Hive, Kafka, and Flink
  • Ranger governance with fine-grained access control and auditing
  • OCI integrations, SQL analysis, APIs, CLI, SDK, and JupyterHub
Cons
  • No free plan beyond the 30-day trial
  • Modern open table formats are not supported
  • The product is focused on cloud deployment rather than local use
  • 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
Our verdict

Qubole is a cloud-native, multi-cloud data lake platform for data engineers, analysts, data scientists, and administrators. It combines managed Apache Spark, Presto, Hive, and Airflow with batch and streaming pipelines, SQL analytics,…

Read the review →

Oracle Big Data Service is a managed cloud service for deploying Hadoop-based data lakes on Oracle Cloud Infrastructure. It is designed for organizations that need configurable clusters with HDFS, YARN, Hive, Spark, HBase, Kafka, Flink,…

Read the review →
  1. QuboleData Lake Software 8.330-day trial
  2. Oracle Big Data ServiceData Lake Software 8.1Paid

Strengths and trade-offs

  • Qubole — where it wins

    • Managed Spark, Presto, Hive, and Airflow engines
    • Batch and streaming pipelines with Kafka and Kinesis ingestion
    • Governance, metadata discovery, autoscaling, and BI connectivity

    Where it doesn't

    • No free plan beyond the 30-day trial
    • Modern open table formats are not supported
    • The product is focused on cloud deployment rather than local use

  • Oracle Big Data Service — where it wins

    • Managed Hadoop provisioning with HDFS, Spark, Hive, Kafka, and Flink
    • Ranger governance with fine-grained access control and auditing
    • OCI integrations, SQL analysis, APIs, CLI, SDK, and JupyterHub

    Where it doesn't

    • 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
  • Qubole8.3/10 · 30-day trial

    A managed, analytics-focused data lake with broad engine, pipeline, and BI support.

    Visit QuboleFull verdict →
  • Oracle Big Data Service8.1/10 · Paid

    A strong Oracle-centered Hadoop lake service with usage-based pricing and broad ODH components.

    Visit OracleFull verdict →

More comparisons

All data lake software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update