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Dremio vs Graviti Comparison

Last updated:

Dremio

4.7(42 reviews)

Starting at Contact for pricing

  • Large Enterprises
  • Medium Business

Dremio is a cutting-edge SQL lakehouse platform that empowers businesses with self-service and interactive analytics. It eliminates the complexity and high costs of data pipelines, allowing for smooth movement and storag…

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…

Dremio leads on user satisfaction with a 4.7-star rating across 42 reviews.

Dremio vs Graviti — at a glance

FeatureDremioGraviti
Rating4.7 / 5—
Reviews42—
Starting priceContact for pricingContact for pricing
Free trial No No
Free version No No
Best forLarge Enterprises, Medium Business, Small BusinessFreelancers / Consultants, Large Enterprises, Medium Business
CategoryData Science and Machine Learning PlatformsData Science and Machine Learning Platforms
PlatformsSaaS/Web/CloudSaaS/Web/Cloud
API——
Support modesOnlineOnline
CertificationsSOC 2, HIPAA, GDPRSOC 2
Data residencyGlobalGlobal

Key differences between Dremio and Graviti

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

Dremio vs Graviti — 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.

Dremio - Big Data Processing and Distribution Software
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Graviti - New SaaS Software
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Dremio vs Graviti: Biggest differences

Start here before you go deeper into features.

Dremio

Best for fast, self-service SQL analytics on enterprise data lakes.

Choose if
  • You need lightning-fast query performance without redundant data copies.
  • Your team includes data engineers or BI analysts requiring flexible data marts.
  • You want easy configuration of multiple data sources with virtual datasets.
Consider alternatives if
  • Your organization lacks dedicated data teams or technical expertise.
  • You require extensive third-party app integrations beyond Dremio’s limited marketplace.

Graviti

Best for

Freelancers / Consultants, Large Enterprises, Medium Business

Dremio typically suits Large Enterprises and Medium Business. Graviti tends to fit Freelancers / Consultants and Large Enterprises better. The right choice depends on your team size, workflow, and whether a free trial matters.

Description

Dremio is a cutting-edge SQL lakehouse platform that empowers businesses with self-service and interactive analytics. It eliminates the complexity and high costs of data pipelines, allowing ... Read More about Dremio

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

Free Trial Availability

  • No free trial
  • No free trial

User Ratings

Based on verified Spotsaas reviews

4.67

(42)

Best Company Size

51-500 employees500+ employees
—
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Software Demo

Demo

No software demo available

Graviti has not given any software demo yet

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

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Share your priorities, budget, and team needs, and we’ll help you narrow the options and understand the tradeoffs before you talk to vendors.

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How do Dremio and Graviti Compare on Features?

Total Features

5 Features

3 Features

Unique Features

No unique features

No unique features

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Compare Dremio and Graviti 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

      Pricing Page

      Dremio pricing

      Pricing information not available

      Dremio vs Graviti: 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

      Dremio vs Graviti Security & Compliance

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

      SOC 2

      ✓ Yes
      ✓ Yes

      HIPAA

      ✓ Yes
      ✗ No

      GDPR

      ✓ Yes
      —

      Single Sign-On (SSO)

      ✓ Yes
      —

      Multi-Factor Auth (MFA)

      ✓ Yes
      —

      Data Encryption

      ✓ Yes
      —

      Audit Logs

      ✓ Yes
      —

      Data Residency

      🌐 Global
      🌐 Global

      Dremio User Reviews & Rating Comparison

      User Ratings

      No reviews available for the product

      Rating Distribution

      33

      9

      0

      0

      0

      No reviews available for this product

      Spotsaas Editor’s POV generated by AI

      Buyer sentiment

      Overall, users express strong satisfaction with Dremio’s performance, ease of use, and data transformation capabilities, while noting some complexity and marketplace limitations.

      What buyers like

      • Ease of configuration
      • User-friendly interface
      • Fast query performance

      Common complaints

      • Complexity for new users
      • Limited marketplace connectors

      What buyers like

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

      Common complaints

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

      Pros and Cons

      • Easy configuration of multiple data sources and creation of virtual datasets

      • User-friendly interface with simple upgrade processes

      • Enables creation of department-specific data marts from a common database

      • Complexity and steep learning curve for newcomers without adequate support

      • Limited marketplace selection for additional apps and connectors

      • 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.

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

      Used Dremio or Graviti? Tell buyers what actually differs.

      Dremio and Graviti Customers

      Customers

      Henkel

      Henkel

      Honeywell

      Honeywell

      Diageo

      Diageo

      No Customers information available.

      Media and Screenshots

      Screenshots

      AWSE Interface Press

      3 Screenshots

      No screenshots available.

      Videos

      video-0

      4 Videos

      No videos available.

      Top Alternatives to Dremio and Graviti 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, Dremio or Graviti?
      Dremio edges out the other on user ratings (4.7 vs -1.0). That said, the best pick depends on your use case, so use the comparison tables above to evaluate each dimension.
      Do Dremio and Graviti offer a free trial?
      Neither Dremio nor Graviti currently lists a free trial.
      What is the starting price of Dremio vs Graviti?
      Dremio starts at Contact for pricing. Graviti starts at Contact for pricing.
      What are the top alternatives to Dremio?
      Top alternatives to Dremio include Azure Machine Learning Studio, Labelbox, IBM Analytics Engine, Omniscope Evo, Diffgram.
      What are the top alternatives to Graviti?
      Top alternatives to Graviti include Saturn Cloud, Gigasheet, TrainingData.io, Dremio, Explorium.