Hortonworks Data Platform vs Qubole Comparison
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
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 vs Qubole — at a glance
| Feature | Hortonworks Data Platform | Qubole |
|---|---|---|
| Rating | 4.0 / 5 | 4.0 / 5 |
| Reviews | 49 | 257 |
| Starting price | Contact for pricing | $0.14 |
| Free trial | No | Yes |
| Free version | No | No |
| Best for | Large Enterprises, Medium Business, Small Business | Enterprise, Large Enterprises |
| Category | Data Science and Machine Learning Platforms | Business Intelligence Software |
| Platforms | SaaS/Web/Cloud | — |
| API | — | — |
| Support modes | Online | — |
| Certifications | — | SOC 2 |
| Data residency | Global | Global |
Key differences between Hortonworks Data Platform and Qubole
- 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: Hortonworks Data Platform is built for Large Enterprises and Medium Business, while Qubole targets Enterprise and Large Enterprises.
Hortonworks Data Platform vs Qubole — 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 Data Science and Machine Learning Platforms 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
Talk to an expert Talk to an expert |
Biggest differences
Start here before you go deeper into features.
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.
Enterprise, Large Enterprises
Hortonworks Data Platform typically suits Large Enterprises and Medium Business. Qubole tends to fit Enterprise and Large Enterprises better. The right choice depends on your team size, workflow, and whether a free trial matters.
Description | 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 | 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 |
|---|---|---|
Entry Level Pricing |
|
|
Free Trial Availability |
|
|
Spotsaas ScoreWhat's this? ↗ | Not Available | 8.3/10 |
User RatingsBased on verified Spotsaas reviews | ||
Best Company Size | Medium BusinessLarge Enterprises | — |
Get pricing help | Get pricing help |
Software Demo
Demo |
|---|
Need a second opinion?
Get shortlist help from a software advisor
Share your priorities, budget, and team needs, and we’ll help you narrow the options and understand the tradeoffs before you talk to vendors.
How do Hortonworks Data Platform and Qubole Compare on Features?
Total Features | 4 Features | 5 Features |
|---|---|---|
Unique Features | No unique features | No unique features |
Get Quote | Get Quote |
Compare Hortonworks Data Platform and Qubole 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.
Pricing Option | ||
|---|---|---|
Starting From |
|
|
Pricing Plans |
|
|
Pricing Page | Pricing information not available |  |
Other Details
Organization Types supported |
|
|
|---|---|---|
Platforms Supported |
|
|
Modes of support |
|
|
API Support |
|
|
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 |
Hortonworks Data Platform User Reviews & Rating Comparison
User Ratings | ||
|---|---|---|
Rating Distribution | ||
Spotsaas Editor’s POV generated by AI | 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
| Buyer sentiment Buyer sentiment is positive across 430 reviews, with strong overall satisfaction. What buyers like
Common complaints
|
Pros and Cons |
|
|
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 | No Customers information available. |  Malwarebytes  Publicis Media  Neustar |
|---|
Media and Screenshots
Screenshots | No screenshots available. |  2 Screenshots |
|---|---|---|
Videos |  3 Videos |  4 Videos |
Top Alternatives to Hortonworks Data Platform and Qubole in 2026
Alternatives |
|---|
Add another option to compare side by side
Search by product name to compare pricing, fit, and buyer feedback in one view.Compare similar software options
Related Blogs and Articles for Business Intelligence Software
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, Hortonworks Data Platform or Qubole?
- Hortonworks Data Platform and Qubole are closely matched with equal user ratings of 4.0. The right choice depends on your team size, budget, and specific Business Intelligence Software needs.
- Do Hortonworks Data Platform and Qubole offer a free trial?
- Qubole offers a free trial. Hortonworks Data Platform does not.
- What is the starting price of Hortonworks Data Platform vs Qubole?
- Hortonworks Data Platform starts at Contact for pricing. Qubole starts at $0.14.
- What are the top alternatives to Hortonworks Data Platform?
- Top alternatives to Hortonworks Data Platform include HarperDB Cloud, Qubole, Dagster Cloud, Qualified, Workvivo.
- What are the top alternatives to Qubole?
- Top alternatives to Qubole include Dundas BI, TIBCO Spotfire, Snowflake, BigDataCloud, Datos Intelligence.