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Aginity vs BigML Comparison

Last updated:

Aginity

3.9(12 reviews)

Starting at $150 /User/Year

  • Free Trial
  • Freelancers / Consultants
  • Large Enterprises

Aginity is machine learning software for core financial analytics. The products harvest insights from highly complex data sources including market, reference, and social exposures. Applications include counterparty risk…

BigML

4.7(44 reviews)

Starting at $1,000

  • Large Enterprises
  • Medium Business

BigML is an advanced machine learning platform that makes it incredibly simple to access powerful algorithms and predictive models, quickly and easily. Our cloud and on-premises service is seamless to integrate, allowing…

BigML leads on user satisfaction with a 4.7-star rating across 44 reviews.

Aginity vs BigML — at a glance

FeatureAginityBigML
Rating3.9 / 54.7 / 5
Reviews1244
Starting price$150 /User/Year$1,000
Free trial Yes No
Free version No No
Best forFreelancers / Consultants, Large Enterprises, Medium BusinessLarge Enterprises, Medium Business, Small Business
CategoryMachine Learning SoftwareData Science and Machine Learning Platforms
PlatformsSaaS/Web/CloudSaaS/Web/Cloud, Installed - Windows, Installed - Mac
APIAvailableAvailable
Support modesOnlineOnline
CertificationsSOC 2, GDPR
Data residencyUSGlobal

Key differences between Aginity and BigML

  • Pricing: Aginity starts at $150 /User/Year, while BigML starts at $1,000.
  • Free trial: Aginity offers a free trial; BigML does not.
  • Target audience: Aginity is built for Freelancers / Consultants and Large Enterprises, while BigML targets Large Enterprises and Medium Business.
  • User satisfaction: BigML scores higher with a 4.7-star average.
  • Deployment: Aginity supports SaaS/Web/Cloud; BigML supports SaaS/Web/Cloud, Installed - Windows, Installed - Mac.

Aginity vs BigML — 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 Machine Learning Software 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.

Aginity - Machine Learning Software
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BigML - New SaaS Software
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Biggest differences

Start here before you go deeper into features.

Aginity

Best for advanced financial analytics and risk modeling with complex data.

Choose if
  • You need scalable machine learning solutions for diverse financial data sources.
  • Your team consists of data scientists or quantitative analysts focused on finance.
  • You require support for complex applications like M&A valuation and stress testing.
Consider alternatives if
  • You are a small business without complex financial data needs.
  • You want an easy-to-use, out-of-the-box analytics tool with transparent pricing.

BigML

Best for quick, easy predictive modeling with strong visualization and explainability.

Choose if
  • You need fast setup with intuitive web interface and REST APIs.
  • Your team values interactive model visualization and explainability features.
  • You are a small to medium business with data science or analyst expertise.
Consider alternatives if
  • Your organization lacks any data science expertise or resources.
  • You require highly customized or proprietary machine learning algorithms.

Aginity: Best for advanced financial analytics and risk modeling with complex data. BigML: Best for quick, easy predictive modeling with strong visualization and explainability.

Description

Aginity is machine learning software for core financial analytics. The products harvest insights from highly complex data sources including market, reference, and social exposures. ... Read More about Aginity

BigML is an advanced machine learning platform that makes it incredibly simple to access powerful algorithms and predictive models, quickly and easily. Our cloud and on-premises service is ... Read More about BigML

Entry Level Pricing

  • Starts from $150
  • Starts from $1,000 , Billed Monthly

Free Trial Availability

  • No free trial

User Ratings

Based on verified Spotsaas reviews

3.9

(12)

4.7

(44)

Best Company Size

Medium BusinessLarge Enterprises
Small BusinessMedium Business
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Software Demo

Demo

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How do Aginity and BigML Compare on Features?

Total Features

0 Features

6 Features

Unique Features

No features

No unique features

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Compare Aginity and BigML 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

      • $150
      • $1,000 , Billed Monthly

      Pricing Plans

      • Not Available
      • Free

        • Total tasks and storage: Unlimited

        • Max. dataset size: 16 MB per task

        • Max. parallel tasks: 2

        Show more +

      • Standard

        • Total tasks and storage: Unlimited

        • Max. dataset size: 64 MB per task

        • Max. parallel tasks: 2

        Show more +

      • BigML Lite NEW

        • 5 users

        • 1 organization

        • BigML standard theme

        Show more +

      • Browse all pricing plans

      Pricing Page

      Aginity pricing
      BigML pricing

      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

      • Available
      • 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

      GDPR

      ✓ Yes

      ISO 27001

      ✗ No

      Single Sign-On (SSO)

      ✓ Yes

      Multi-Factor Auth (MFA)

      ✓ Yes

      Data Encryption

      ✓ Yes

      Data Residency

      🇺🇸 US
      🌐 Global

      Aginity User Reviews & Rating Comparison

      User Ratings

      Rating Distribution

      22

      14

      0

      0

      0

      30

      0

      0

      0

      0

      Spotsaas Editor’s POV generated by AI

      Buyer sentiment

      Buyers appreciate Aginity's advanced financial analytics capabilities but note concerns around pricing transparency and usability.

      What buyers like

      • Advanced data handling
      • Scalability
      • Financial modeling depth

      Common complaints

      • Pricing opacity
      • Complexity for new users

      Buyer sentiment

      Users generally praise BigML for its ease of use, quick setup, and strong visualization features, though some desire more advanced customization options.

      What buyers like

      • Ease of use
      • Quick setup
      • Model explainability

      Common complaints

      • Pricing transparency
      • Limited advanced features

      Pros and Cons

      • Ability to handle highly complex and diverse financial data sources

      • Scalable solutions for advanced financial modeling

      • Support for a wide range of financial applications including M&A valuation and stress testing

      • Limited publicly available pricing information

      • Relatively low number of user reviews impacting confidence

      • Easy and quick setup with web interface and REST APIs

      • Interactive visualization and model explainability features

      • Open and collaborative platform accessible to all stakeholders

      • Limited information on pricing transparency

      • May lack advanced customization for expert data scientists

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

      Media and Screenshots

      Screenshots

      Aginity screenshot

      2 Screenshots

      Dashboard

      3 Screenshots

      Videos

      video-0

      3 Videos

      video-0

      3 Videos

      Top Alternatives to Aginity and BigML 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, Aginity or BigML?
      BigML edges out the other on user ratings (4.7 vs 3.9). That said, the best pick depends on your use case — use the comparison tables above to evaluate each dimension.
      Do Aginity and BigML offer a free trial?
      Aginity offers a free trial. BigML does not.
      What is the starting price of Aginity vs BigML?
      Aginity starts at $150 /User/Year. BigML starts at $1,000.
      What are the top alternatives to Aginity?
      Top alternatives to Aginity include ManageEngine Analytics Plus, IBM Cognos Analytics, Acho, Iteratively, SAS Advanced Analytics.
      What are the top alternatives to BigML?
      Top alternatives to BigML include SAS Advanced Analytics, Qualified, Workvivo, Backprop, Neuro.

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