Qubole vs Hortonworks Data Platform Comparison
Qubole
Starting at $0.14
- Free Trial
- Enterprise
- Large Enterprises
Qubole is a fully self-service, multi-cloud data platform that is transforming data processing. Powered by enterprise-grade data processing engines such as Apache Spark, Presto, Hive, Quantum, Airflow and more, it automa…
Hortonworks Data Platform
Starting at Contact for pricing
- Large Enterprises
- Medium Business
Hortonworks Data Platform (HDP) provides a versatile open-source framework for both distributed storage and processing of vast, multi-source datasets. Take advantage of HDP to deploy big data workloads easily and securel…
Qubole vs Hortonworks Data Platform — at a glance
| Feature | Qubole | Hortonworks Data Platform |
|---|---|---|
| Rating | 4.0 / 5 | 4.0 / 5 |
| Reviews | 257 | 49 |
| Starting price | $0.14 | Contact for pricing |
| Free trial | Yes | No |
| Free version | No | No |
| Best for | Enterprise, Large Enterprises | Large Enterprises, Medium Business, Small Business |
| Category | Business Intelligence Software | Data Science and Machine Learning Platforms |
| Platforms | — | SaaS/Web/Cloud |
| API | — | — |
| Support modes | — | Online |
| Certifications | SOC 2 | — |
| Data residency | Global | Global |
Key differences between Qubole and Hortonworks Data Platform
- Pricing: Qubole starts at $0.14. Hortonworks Data Platform pricing is not publicly listed.
- Free trial: Qubole offers a free trial; Hortonworks Data Platform does not.
- Target audience: Qubole is built for Enterprise and Large Enterprises, while Hortonworks Data Platform targets Large Enterprises and Medium Business.
Qubole vs Hortonworks Data Platform — find the better fit before you commit.
Which tool fits your team best
Which is actually cheaper for your team size
Where each product wins, per real buyers
Most Business Intelligence Software tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.
Biggest differences
Features
Pricing
Buying details
Security
Buyer feedback
Integrations
Product tour
Other options
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Biggest differences
Start here before you go deeper into features.
Enterprise, Large Enterprises
Best for scalable, customizable big data processing with hybrid cloud and GPU support.
- You need an open-source platform for distributed storage and processing of large datasets.
- Your team requires GPU acceleration for AI and data science workloads on Hadoop clusters.
- You want flexible deployment across hybrid and cloud environments with cloud storage integration.
- Your organization lacks dedicated technical expertise for complex setup and management.
- You prefer turnkey, out-of-the-box big data solutions with transparent pricing.
Qubole typically suits Enterprise and Large Enterprises. Hortonworks Data Platform tends to fit Large Enterprises and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.
Description | Qubole is a fully self-service, multi-cloud data platform that is transforming data processing. Powered by enterprise-grade data processing engines such as Apache Spark, Presto, Hive, ... Read More about Qubole | Hortonworks Data Platform (HDP) provides a versatile open-source framework for both distributed storage and processing of vast, multi-source datasets. Take advantage of HDP to deploy big ... Read More about Hortonworks Data Platform |
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Entry Level Pricing |
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SpotScoreWhat's this? ↗ | 8.3/10 | Not Available |
User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | — | Medium BusinessLarge Enterprises |
Get pricing help | Get pricing help |
Software Demo
Demo |
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How do Qubole and Hortonworks Data Platform Compare on Features?
Total Features | 5 Features | 4 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Qubole and Hortonworks Data Platform on pricing
Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.
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Pricing Page |  | Pricing information not available |
Other Details
Organization Types supported |
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Platforms Supported |
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Modes of support |
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API Support |
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Get help choosing | Get help choosing |
Security & Compliance
Certifications, data handling, and security controls for IT and compliance evaluators.
SOC 2 | ✓ Yes | — |
|---|---|---|
HIPAA | ✗ No | — |
Data Residency | 🌐 Global | 🌐 Global |
Qubole User Reviews & Rating Comparison
User Ratings | ||
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Rating Distribution | ||
Spotsaas Editor’s POV generated by AI | Buyer sentiment Buyer sentiment is positive across 430 reviews, with strong overall satisfaction. What buyers like
Common complaints
| Buyer sentiment Overall positive sentiment highlights HDP's powerful capabilities and flexibility, tempered by concerns over complexity and limited pricing transparency. What buyers like
Common complaints
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Pros and Cons |
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Positive Reviews | No reviews available for the product | No reviews available for the product |
| Negative Reviews | No reviews available for the product | No reviews available for the product |
List of Customers
Customers |  Malwarebytes  Publicis Media  Neustar | No Customers information available. |
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Media and Screenshots
Screenshots |  2 Screenshots | No screenshots available. |
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Videos |  4 Videos |  3 Videos |
Top Alternatives to Qubole and Hortonworks Data Platform in 2026
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Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].
Frequently asked questions
- Which is better, Qubole or Hortonworks Data Platform?
- Qubole and Hortonworks Data Platform are closely matched with equal user ratings of 4.0. The right choice depends on your team size, budget, and specific Data Science and Machine Learning Platforms needs.
- Do Qubole and Hortonworks Data Platform offer a free trial?
- Qubole offers a free trial. Hortonworks Data Platform does not.
- What is the starting price of Qubole vs Hortonworks Data Platform?
- Qubole starts at $0.14. Hortonworks Data Platform starts at Contact for pricing.
- What are the top alternatives to Qubole?
- Top alternatives to Qubole include Dundas BI, TIBCO Spotfire, Snowflake, BigDataCloud, Datos Intelligence.
- What are the top alternatives to Hortonworks Data Platform?
- Top alternatives to Hortonworks Data Platform include HarperDB Cloud, Qubole, Dagster Cloud, Qualified, Workvivo.