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Dremio vs IBM Analytics Engine 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…

View PricingRead Reviews

IBM Analytics Engine

4.3(5 reviews)

Starting at $520.80 /Month

  • Large Enterprises
  • Medium Business

IBM Analytics Engine simplifies data analysis and minimises costs with its cloud-based solution. Customers only pay for what they use and have the ability to optimise resources by separating computing and storage. It off…

View PricingRead Reviews

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

Dremio vs IBM Analytics Engine — at a glance

FeatureDremioIBM Analytics Engine
Rating4.7 / 54.3 / 5
Reviews425
Starting priceContact for pricing$520.80 /Month
Free trial No No
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
API—Available
Support modesOnlineOnline
CertificationsSOC 2, HIPAA, GDPRHIPAA, GDPR, ISO 27001
Data residencyGlobalGlobal

Key differences between Dremio and IBM Analytics Engine

  • Pricing: IBM Analytics Engine starts at $520.80 /Month. Dremio pricing is not publicly listed.
  • User satisfaction: Dremio scores higher with a 4.7-star average.
  • Deployment: Dremio supports SaaS/Web/Cloud; IBM Analytics Engine supports SaaS/Web/Cloud.

Dremio vs IBM Analytics Engine — 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.

Biggest differences

Features

Pricing

Buying details

Security

Buyer feedback

Integrations

Product tour

Other options

Dremio - Big Data Processing and Distribution Software

Dremio

(42)
Talk to an expert
Talk to an expert
IBM Analytics Engine - New SaaS Software

IBM Analytics Engine

(5)
Talk to an expert
Talk to an expert

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Dremio vs IBM Analytics Engine: Biggest differences

Affiliate Disclosure

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.

IBM Analytics Engine

Best for scalable, cost-efficient cloud big data analytics with customizable clusters.

Choose if
  • You need to optimize costs with pay-as-you-use cloud pricing.
  • Your team requires flexible cluster configurations tailored to specific applications.
  • You want to leverage open-source tools within a cloud-based big data environment.
Consider alternatives if
  • Your team lacks cloud infrastructure expertise and needs simpler setup.
  • You are a small business with minimal data processing needs and prefer straightforward solutions.

Dremio: Best for fast, self-service SQL analytics on enterprise data lakes. IBM Analytics Engine: Best for scalable, cost-efficient cloud big data analytics with customizable clusters.

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

IBM Analytics Engine simplifies data analysis and minimises costs with its cloud-based solution. Customers only pay for what they use and have the ability to optimise resources by ... Read More about IBM Analytics Engine

Entry Level Pricing

  • Not Available
  • Starts from $520.80

Free Trial Availability

  • No free trial
  • No free trial

User Ratings

Based on verified Spotsaas reviews

4.67

(42)

4.3

(5)

Best Company Size

51-500 employees500+ employees
Medium BusinessLarge Enterprises
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How do Dremio and IBM Analytics Engine Compare on Features?

Total Features

5 Features

3 Features

Unique Features

No unique features

No unique features

Get Quote
Get Quote

Compare Dremio and IBM Analytics Engine 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
      • $520.80

      Pricing Plans

      • Not Available
      • Not Available

      Pricing Page

      Dremio pricing
      IBM Analytics Engine pricing
      View detailed pricing
      View detailed pricing

      Dremio vs IBM Analytics Engine: 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

      Dremio vs IBM Analytics Engine Security & Compliance

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

      SOC 2

      ✓ Yes
      —

      HIPAA

      ✓ Yes
      ✓ Yes

      GDPR

      ✓ Yes
      ✓ Yes

      ISO 27001

      —
      ✓ Yes

      Single Sign-On (SSO)

      ✓ Yes
      ✓ Yes

      Multi-Factor Auth (MFA)

      ✓ Yes
      ✓ Yes

      Data Encryption

      ✓ Yes
      ✓ Yes

      Audit Logs

      ✓ Yes
      ✓ Yes

      Data Residency

      🌐 Global
      🌐 Global

      Dremio User Reviews & Rating Comparison

      User Ratings

      4.67

      (based on 42 reviews)

      4.3

      (based on 5 reviews)

      Rating Distribution

      33

      9

      0

      0

      0

      4

      0

      1

      0

      0

      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

      Buyer sentiment

      Overall positive sentiment highlights cost efficiency and flexibility, with some concerns about complexity and pricing clarity.

      What buyers like

      • Cost efficiency
      • Flexibility in cluster customization
      • Integration with open-source tools

      Common complaints

      • Pricing transparency
      • Configuration complexity

      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

      • Cost efficiency through pay-as-you-use pricing

      • Ability to separate computing and storage for resource optimization

      • Support for open-source tools and customizable clusters

      • Lack of detailed pricing transparency

      • Potential complexity in cluster configuration

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

      Read reviews
      Read reviews

      Used Dremio or IBM Analytics Engine? Tell buyers what actually differs.

      Review DremioReview IBM Analytics Engine

      Dremio and IBM Analytics Engine Customers

      Customers

      Henkel

      Henkel

      Honeywell

      Honeywell

      Diageo

      Diageo

      No Customers information available.

      Media and Screenshots

      Screenshots

      AWSE Interface Press

      3 Screenshots

      IBM Analytics Dashboard

      3 Screenshots

      Videos

      video-0

      4 Videos

      video-0

      1 Videos

      Top Alternatives to Dremio and IBM Analytics Engine in 2026

      Alternatives

      Azure Machine Learning Studio - New SaaS Software
      Azure Machine Learning Studio

      4.5

      Labelbox - New SaaS Software
      Labelbox

      4.68

      IBM Analytics Engine - New SaaS Software
      IBM Analytics Engine

      4.3

      Pyramid Decision Intelligence Platform
      Pyramid Decision Intelligence Platform

      4.55

      Amazon EMR - Big Data Processing and Distribution Software
      Amazon EMR

      4.33

      Google Cloud AutoML - New SaaS Software
      Google Cloud AutoML

      4.09

      Expand your comparison

      Add another option to compare side by side

      Search by product name to compare pricing, fit, and buyer feedback in one view.

      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 IBM Analytics Engine?
      Dremio edges out the other on user ratings (4.7 vs 4.3). That said, the best pick depends on your use case, so use the comparison tables above to evaluate each dimension.
      Do Dremio and IBM Analytics Engine offer a free trial?
      Neither Dremio nor IBM Analytics Engine currently lists a free trial.
      What is the starting price of Dremio vs IBM Analytics Engine?
      Dremio starts at Contact for pricing. IBM Analytics Engine starts at $520.80 /Month.
      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 IBM Analytics Engine?
      Top alternatives to IBM Analytics Engine include Pyramid Decision Intelligence Platform, Amazon EMR, Google Cloud AutoML, Gigasheet, Auquan.