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Hortonworks Data Platform vs Exploratory Comparison

Last updated:

Hortonworks Data Platform

4.0(49 reviews)

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…

Exploratory

3.8(2 reviews)

Starting at $2,498

  • Free Trial
  • Large Enterprises
  • Medium Business

Exploratory offers a simple UI experience, allowing anyone to use Data Science to easily investigate data and draw meaningful insights from the results. It allows users to enjoy data wrangling without tedious labor. Plus…

Hortonworks Data Platform leads on user satisfaction with a 4.0-star rating across 49 reviews.

Hortonworks Data Platform vs Exploratory — at a glance

FeatureHortonworks Data PlatformExploratory
Rating4.0 / 53.8 / 5
Reviews492
Starting priceContact for pricing$2,498
Free trial No Yes
Free version No No
Best forLarge Enterprises, Medium Business, Small BusinessLarge Enterprises, Medium Business, Small Business
CategoryData Science and Machine Learning PlatformsData Science and Machine Learning Platforms
PlatformsSaaS/Web/CloudSaaS/Web/Cloud, Installed - Windows, Installed - Mac
APIAvailable
Support modesOnlineOnline
Certifications
Data residencyGlobalGlobal

Key differences between Hortonworks Data Platform and Exploratory

  • Pricing: Exploratory starts at $2,498. Hortonworks Data Platform pricing is not publicly listed.
  • Free trial: Exploratory offers a free trial; Hortonworks Data Platform does not.
  • User satisfaction: Hortonworks Data Platform scores higher with a 4.0-star average.
  • Deployment: Hortonworks Data Platform supports SaaS/Web/Cloud; Exploratory supports SaaS/Web/Cloud, Installed - Windows, Installed - Mac.

Hortonworks Data Platform vs Exploratory — find the better fit before you commit.

01

Which tool fits your team best

02

Which is actually cheaper for your team size

03

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.

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Biggest differences

Start here before you go deeper into features.

Hortonworks Data Platform

Best for scalable, customizable big data processing with hybrid cloud and GPU support.

Choose if
  • 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.
Consider alternatives if
  • Your organization lacks dedicated technical expertise for complex setup and management.
  • You prefer turnkey, out-of-the-box big data solutions with transparent pricing.

Exploratory

Best for

Large Enterprises, Medium Business, Small Business

Hortonworks Data Platform typically suits Large Enterprises and Medium Business. Exploratory 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

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

Exploratory offers a simple UI experience, allowing anyone to use Data Science to easily investigate data and draw meaningful insights from the results. It allows users to enjoy data ... Read More about Exploratory

Entry Level Pricing

  • Not Available
  • Starts from $2,498

Free Trial Availability

  • No free trial
  • Free Trial available

User Ratings

Based on verified Spotsaas reviews

3.8

(2)

Best Company Size

Medium BusinessLarge Enterprises
Get pricing help
Get pricing help

Software Demo

Demo

No software demo available

Exploratory has not given any software demo yet

If you're the owner of this profile, add your demo.Contact us

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How do Hortonworks Data Platform and Exploratory Compare on Features?

Total Features

4 Features

8 Features

Unique Features

No unique features

No unique features

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Compare Hortonworks Data Platform and Exploratory 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

      • Not Available
      • $2,498

      Pricing Plans

      • Not Available
      • Public

        • Data sources Local text files (e.G. Csv, excel, etc.)

        • Local text files (e.G. Csv, excel, etc.)

        • Data science Data wrangling Visualization Statistics Machine learning

        Show more +

      • Personal

        • Data sources Local Text Files (e.g. CSV, Excel, etc.) Cloud Apps Databases

        • Local Text Files (e.g. CSV, Excel, etc.)

        • Cloud Apps

        Show more +

      • Business

        • Data sources Local Text Files (e.g. CSV, Excel, etc.) Cloud Apps Databases

        • Local Text Files (e.g. CSV, Excel, etc.)

        • Cloud Apps

        Show more +

      • Browse all pricing plans

      Other Details

      Organization Types supported

      • Small Business
      • Large Enterprises
      • Medium Business
      • Freelancers
      • Individuals
      • Small Business
      • Large Enterprises
      • Medium Business
      • Freelancers
      • Individuals

      Platforms Supported

      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Mobile - Android
      • Mobile - iOS
      • Installed - Windows
      • Installed - Mac
      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Mobile - Android
      • Mobile - iOS
      • Installed - Windows
      • Installed - Mac

      Modes of support

      • 24/7 (Live rep)
      • Business Hours
      • Online
      • 24/7 (Live rep)
      • Business Hours
      • Online

      API Support

      • Not Available
      • Available
      Get help choosing
      Get help choosing

      Security & Compliance

      Certifications, data handling, and security controls for IT and compliance evaluators.

      HIPAA

      ✗ No

      Data Residency

      🌐 Global
      🌐 Global

      Hortonworks Data Platform User Reviews & Rating Comparison

      User Ratings

      Rating Distribution

      12

      6

      2

      0

      0

      0

      0

      1

      0

      0

      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

      • Performance and scalability
      • Flexibility and configurability
      • Integration with cloud storage

      Common complaints

      • Complex setup and management
      • Unclear pricing structure

      Buyer sentiment

      Buyer sentiment is mixed to positive across 1 reviews, with clear strengths and a few common watchouts.

      What buyers like

      • User-friendly interface
      • Powerful data analysis
      • Wide range of chart types

      Common complaints

      • Limited advanced analytics features
      • May not scale well for large datasets
      • Learning curve for complex tasks

      Pros and Cons

      • Versatile open-source framework supporting distributed storage and processing

      • GPU support for enhanced performance in AI and data science workloads

      • Cloud storage integration with Microsoft ADLS and WASB

      • No publicly available pricing, indicating potential complexity in cost estimation

      • Requires significant technical expertise to deploy and manage

      • Makes data science accessible to non-experts.

      • Offers a variety of visualization options for insights.

      • Supports open-source tools for advanced analysis.

      • Advanced users may find it limiting.

      • Performance may decline with large datasets.

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

      Media and Screenshots

      Screenshots

      No screenshots available.

      Layout

      7 Screenshots

      Videos

      video-0

      3 Videos

      No videos available.

      Top Alternatives to Hortonworks Data Platform and Exploratory 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, Hortonworks Data Platform or Exploratory?
      Hortonworks Data Platform edges out the other on user ratings (4.0 vs 3.8). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
      Do Hortonworks Data Platform and Exploratory offer a free trial?
      Exploratory offers a free trial. Hortonworks Data Platform does not.
      What is the starting price of Hortonworks Data Platform vs Exploratory?
      Hortonworks Data Platform starts at Contact for pricing. Exploratory starts at $2,498.
      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 Exploratory?
      Top alternatives to Exploratory include UserIQ, VizualSurvey, Visualr, SAS Advanced Analytics, Easy Insight.

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