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Head-to-head · Data Lake Software

Cloudera Data Lake Service vs Qubole

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Cloudera Data Lake Service #2 in Data Lake Software 9.1/10 Pricing on request ✓ 4 of 4 features Visit Cloudera
Qubole #7 in Data Lake Software 8.3/10 30-day trial Free trial✓ 3 of 4 features Visit Qubole

Cloudera Data Lake Service leads on 1 check, Qubole on 0, and 4 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 scoreCloudera Data Lake Service · 9.1/10
  • Free trialonly Qubole
  • Most featuresCloudera Data Lake Service · 4 of 4

Cloudera Data Lake Service scores higher on our rubric for data lake software: 9.1 against 8.3 out of 10; our editors rank them #2 and #7.

On deployment model, Cloudera Data Lake Service gives you Hybrid where Qubole offers Cloud. Cloudera Data Lake Service offers open table formats; Qubole doesn't.

Cloudera Data Lake Service is the better fit for enterprise hybrid data lakes. Qubole is the better fit for managed analytics-heavy data lakes.

  • Cloudera Data Lake Service fits best

    Enterprise hybrid data lakes

  • Qubole fits best

    Managed analytics-heavy 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 Cloudera Data Lake Service 9.1/10 Visit ↗ Qubole 8.3/10 Visit ↗
At a glance
Editor score 9.1 8.3
Ranking #2 in Data Lake Software #7 in Data Lake Software
Best for Enterprise hybrid data lakes Managed analytics-heavy data lakes
Pricing model Paid Paid
Starting price Pricing on request —
Free plan Not checked yet —
Free trial — 30 days
Deployment Cloud, Self-hosted Cloud
Platforms Web Web
Support Tickets, Community, Docs · 24/7 Email, Docs
Integrations 7 integrations 14 integrations
Built for Enterprise Mid-market, Enterprise
Features Cloudera Data Lake Service 4/4 · Qubole 3/4
Metadata catalog ✓ ✓
Governance controls ✓ ✓
Open table formats ✓ (best) —
Data sharing ✓ ✓
Specs
Deployment model Hybrid Cloud
Ingestion modes Both Both
Query interface Both Both
Our review
Pros
  • Comprehensive cataloging, governance, lineage, and chain-of-custody auditing
  • Supports Apache Iceberg sharing, SQL access, Spark, Hive, and Impala
  • Hybrid deployment with role- and attribute-based access policies
  • Managed Spark, Presto, Hive, and Airflow engines
  • Batch and streaming pipelines with Kafka and Kinesis ingestion
  • Governance, metadata discovery, autoscaling, and BI connectivity
Cons
  • Pricing uses consumption or contact-sales models instead of published tiers
  • Positioning centers on Cloudera Data Platform environments
  • Enterprise governance depth may exceed the needs of minimal lake setups
  • 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
Our verdict

Cloudera Data Lake Service provides governed data-lake capabilities for enterprise environments spanning cloud and on-premises deployments. It manages schemas and metadata, supports cataloging and search, applies role- and attribute-based…

Read the review →

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 →
  1. Cloudera Data Lake ServiceData Lake Software 9.1Pricing on request
  2. QuboleData Lake Software 8.330-day trial

Strengths and trade-offs

  • Cloudera Data Lake Service — where it wins

    • Comprehensive cataloging, governance, lineage, and chain-of-custody auditing
    • Supports Apache Iceberg sharing, SQL access, Spark, Hive, and Impala
    • Hybrid deployment with role- and attribute-based access policies

    Where it doesn't

    • Pricing uses consumption or contact-sales models instead of published tiers
    • Positioning centers on Cloudera Data Platform environments
    • Enterprise governance depth may exceed the needs of minimal lake setups

  • 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
  • Cloudera Data Lake Service9.1/10 · Pricing on request

    A mature hybrid data lake service for enterprises needing governance, lineage, and Iceberg support.

    Visit ClouderaFull verdict →
  • Qubole8.3/10 · 30-day trial

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

    Visit QuboleFull 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