Qubole
Qubole: A managed, analytics-focused data lake with broad engine, pipeline, and BI support. Ranked #7 of 19 in Data Lake Software by our editors (8.3/10); pricing: 30-day trial; best for managed analytics-heavy data lakes.
At a glance
- Editor score8.3 / 10
- Pricing30-day trial
- Best forManaged analytics-heavy data lakes
- Free planNo
- Deployment modelCloud
- Facts checked22 Sep 2026
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
Our verdict on Qubole
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, machine learning workflows, and data exploration. The platform runs across AWS, Microsoft Azure, Google Cloud, and Oracle Cloud infrastructure, with web and API access. Its 30-day Free Trial is full-featured and connects to a user's own data and selected cloud environment. Paid options include Enterprise Edition and On-Demand, with support included in both plans.
Qubole fits organizations that need a data lake connected to a wider analytics ecosystem. Integrations include Amazon S3, Amazon Kinesis, Apache Kafka, Snowflake, Amazon Redshift, Azure Event Hubs, Azure Blob Storage, Google Cloud Storage, MongoDB, Elasticsearch, Tableau, Looker, Git, and Apache Airflow. The Workbench supports authoring, saving, templating, and sharing queries and reports, while notebooks, dashboards, APIs, and third-party BI connectivity support different working styles. Both batch and streaming ingestion are covered, making the platform suitable for mixed analytical workloads.
Its strongest area is managed data-processing infrastructure rather than a narrow storage layer. Workload-aware autoscaling, spot management, and adaptive serverless infrastructure are paired with Cost Explorer, metadata discovery, table previews, schemas, usage insights, role-based access control, and fine-grained governance. Qubole also supports transactional Hive tables with update and delete operations. It is a sensible choice for teams that want managed, analytics-heavy data lake operations across multiple clouds. Teams that require modern open table formats such as Iceberg, Hudi, or Delta Lake should choose an alternative.
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Qubole pricing
All 3 Qubole plans and prices →
Qubole fact sheet
| Free plan | No |
|---|---|
| Paid from | Not verified |
| Deployment model | Cloud |
| Ingestion modes | Both |
| Metadata catalog | Yes |
| Governance controls | Yes |
| Query interface | Both |
| Open table formats | No |
| Data sharing | Yes |
| Free trial | 30 days |
| Deployment | Cloud |
| Platforms | Web |
| Compliance & security | SOC 2, ISO 27001, GDPR, HIPAA |
| Support | Email, Docs |
| Built for | Mid-market, Enterprise (editorial estimate) |
| Integrations | 14 integrations: Amazon S3, Amazon Kinesis, Apache Kafka, Snowflake, Amazon Redshift, Azure Event Hubs … |
| Pricing | 30-day trial (source) |
| Website | qubole.com |
| Facts checked | 22 Sep 2026 |
Qubole integrations
Qubole lists 14 integrations on its own site.
- Amazon S3
- Amazon Kinesis
- Apache Kafka
- Snowflake
- Amazon Redshift
- Azure Event Hubs
- Azure Blob Storage
- Google Cloud Storage
- MongoDB
- Elasticsearch
- Tableau
- Looker
- Git
- Apache Airflow
Alternatives to Qubole
- AWS Lake FormationA deep AWS-native governance layer for organizations building managed data lakes on Amazon S3.9.4
- Cloudera Data Lake ServiceA mature hybrid data lake service for enterprises needing governance, lineage, and Iceberg support.9.1
- Baidu EasyDAPA broad governed data platform for multi-source batch, streaming, SQL, and data services.8.9
Qubole vs the competition
- Qubole vs AWS Lake Formation
- Qubole vs Cloudera Data Lake Service
- Qubole vs Baidu EasyDAP
- Qubole vs HPCC Systems
- Qubole vs Unilake
- Qubole vs lakeFS
Compare Qubole with any tool side by side →
Also Ranked In
Qubole is ranked in 2 of our directories.
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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
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