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BigML vs Aginity Comparison

Last updated:

BigML

4.7(44 reviews)

Starting at $20 /Month

  • 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…

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

BigML vs Aginity — at a glance

FeatureBigMLAginity
Rating4.7 / 53.9 / 5
Reviews4412
Starting price$20 /Month$150 /User/Year
Free trial No Yes
Free version No No
Best forLarge Enterprises, Medium Business, Small BusinessFreelancers / Consultants, Large Enterprises, Medium Business
CategoryData Science and Machine Learning PlatformsMachine Learning Software
PlatformsSaaS/Web/Cloud, Installed - Windows, Installed - MacSaaS/Web/Cloud
APIAvailableAvailable
Support modesOnlineOnline
CertificationsSOC 2, GDPR
Data residencyGlobalUS

Key differences between BigML and Aginity

  • Pricing: BigML starts at $20 /Month, while Aginity starts at $150 /User/Year.
  • Free trial: Aginity offers a free trial; BigML does not.
  • Target audience: BigML is built for Large Enterprises and Medium Business, while Aginity targets Freelancers / Consultants and Large Enterprises.
  • User satisfaction: BigML scores higher with a 4.7-star average.
  • Deployment: BigML supports SaaS/Web/Cloud, Installed - Windows, Installed - Mac; Aginity supports SaaS/Web/Cloud.

BigML vs Aginity — 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.

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

Start here before you go deeper into features.

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.

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

Description

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

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

Entry Level Pricing

  • Starts from $20 , Billed Yearly
  • Starts from $150

Free Trial Availability

  • No free trial

User Ratings

Based on verified Spotsaas reviews

4.7

(44)

3.9

(12)

Best Company Size

Small BusinessMedium Business
Medium BusinessLarge Enterprises
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Software Demo

Demo

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How do BigML and Aginity Compare on Features?

Total Features

6 Features

0 Features

Unique Features

No unique features

No features

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Compare BigML and Aginity 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

      • $20 , Billed Yearly
      • $150

      Pricing Plans

      • 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
      • Not Available

      Pricing Page

      BigML pricing
      Aginity pricing

      Other Details

      Organization Types supported

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

      Platforms Supported

      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Installed - Windows
      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Installed - Windows

      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

      🌐 Global
      🇺🇸 US

      BigML User Reviews & Rating Comparison

      User Ratings

      Rating Distribution

      30

      0

      0

      0

      0

      22

      14

      0

      0

      0

      Spotsaas Editor’s POV generated by AI

      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

      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

      Pros and Cons

      • 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

      • 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

      Positive Reviews

      No reviews available for the product

      No reviews available for the product

      Media and Screenshots

      Screenshots

      Dashboard

      3 Screenshots

      Aginity screenshot

      2 Screenshots

      Videos

      video-0

      3 Videos

      video-0

      3 Videos

      Top Alternatives to BigML and Aginity 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, BigML or Aginity?
      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 BigML and Aginity offer a free trial?
      Aginity offers a free trial. BigML does not.
      What is the starting price of BigML vs Aginity?
      BigML starts at $20 /Month. Aginity starts at $150 /User/Year.
      What are the top alternatives to BigML?
      Top alternatives to BigML include SAS Advanced Analytics, Qualified, Workvivo, Backprop, Neuro.
      What are the top alternatives to Aginity?
      Top alternatives to Aginity include ManageEngine Analytics Plus, IBM Cognos Analytics, Acho, Iteratively, SAS Advanced Analytics.

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