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Graviti vs Hortonworks Data Platform Comparison

Last updated:

Graviti

Starting at Contact for pricing

  • Freelancers / Consultants
  • Large Enterprises

Graviti is a leading SaaS Aggregator that offers a revolutionary, AI development platform never experienced before. By using Graviti, you can create an ML/AI pipeline that efficiently manages, queries and stores all your…

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…

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

Graviti vs Hortonworks Data Platform — at a glance

FeatureGravitiHortonworks Data Platform
Rating4.0 / 5
Reviews49
Starting priceContact for pricingContact for pricing
Free trial No No
Free version No No
Best forFreelancers / Consultants, Large Enterprises, Medium BusinessLarge Enterprises, Medium Business, Small Business
CategoryData Science and Machine Learning PlatformsData Science and Machine Learning Platforms
PlatformsSaaS/Web/CloudSaaS/Web/Cloud
API
Support modesOnlineOnline
CertificationsSOC 2
Data residencyGlobalGlobal

Key differences between Graviti and Hortonworks Data Platform

  • Target audience: Graviti is built for Freelancers / Consultants and Large Enterprises, while Hortonworks Data Platform targets Large Enterprises and Medium Business.
  • Deployment: Graviti supports SaaS/Web/Cloud; Hortonworks Data Platform supports SaaS/Web/Cloud.

Graviti vs Hortonworks Data Platform — 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.

Graviti - New SaaS Software
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Biggest differences

Start here before you go deeper into features.

Graviti

Best for

Freelancers / Consultants, Large Enterprises, Medium Business

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.

Graviti typically suits Freelancers / Consultants 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

Graviti is a leading SaaS Aggregator that offers a revolutionary, AI development platform never experienced before. By using Graviti, you can create an ML/AI pipeline that efficiently ... Read More about Graviti

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

Free Trial Availability

  • No free trial
  • No free trial

User Ratings

Based on verified Spotsaas reviews

Best Company Size

Medium BusinessLarge Enterprises
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Software Demo

Demo

No software demo available

Graviti has not given any software demo yet

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How do Graviti and Hortonworks Data Platform Compare on Features?

Total Features

3 Features

4 Features

Unique Features

No unique features

No unique features

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Compare Graviti 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.

Pricing Option

      Pricing Plans

      • Not Available
      • Not Available

      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
      • Not Available
      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

      Graviti User Reviews & Rating Comparison

      User Ratings

      No reviews available for the product

      Rating Distribution

      No reviews available for this product

      12

      6

      2

      0

      0

      Spotsaas Editor’s POV generated by AI

      What buyers like

      • Efficient data management
      • AI pipeline creation
      • Version control solutions

      Common complaints

      • Steep learning curve
      • Requires technical knowledge
      • Limited support resources

      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

      Pros and Cons

      • Comprehensive tools for managing unstructured data.

      • User-friendly design enhances accessibility.

      • Advanced features support complex data tasks.

      • May require technical expertise to fully utilize.

      • Limited support options could hinder new users.

      • 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

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

      Media and Screenshots

      Videos

      No videos available.

      video-0

      3 Videos

      Top Alternatives to Graviti 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, Graviti or Hortonworks Data Platform?
      Hortonworks Data Platform edges out the other on user ratings (4.0 vs -1.0). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
      Do Graviti and Hortonworks Data Platform offer a free trial?
      Neither Graviti nor Hortonworks Data Platform currently lists a free trial.
      What is the starting price of Graviti vs Hortonworks Data Platform?
      Graviti starts at Contact for pricing. Hortonworks Data Platform starts at Contact for pricing.
      What are the top alternatives to Graviti?
      Top alternatives to Graviti include DeepBrainz AI, Qualified, Grai, Workvivo, Relevance AI.
      What are the top alternatives to Hortonworks Data Platform?
      Top alternatives to Hortonworks Data Platform include HarperDB Cloud, Qubole, Dagster Cloud, Qualified, Workvivo.

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