NEWJoin 1M+ SaaS Professionals|Get Weekly Insights, Trends & Expert PicksSubscribe Free →

Spotsaas logo

Lightly vs Entropik Tech Comparison

Last updated:

Lightly

Starting at $440 /Month

  • Freelancers / Consultants
  • Large Enterprises

Lightly is a fast and lightweight framework for probabilistic machine learning. It comes with various built-in algorithms which user can also combine to create their own models. Lightly allows data scientists to dive i…

Entropik Tech

Starting at Contact for pricing

  • Large Enterprises
  • Medium Business

Entropik Tech is a intelligent and easy to use machine learning software. It's purely based on Java running on laptop, desktop or server without the need for any other software. Once installed, user can create machine le…

SpotSaaS Analysis

LightlyEntropik Tech

The core difference lies in Lightly's focus on rapid prototyping of probabilistic models with minimal coding, while Entropik Tech offers a standalone solution for creating machine learning models directly from local datasets. Lightly is ideal for data scientists looking to experiment quickly, whereas Entropik Tech suits users who prefer a self-contained tool for model development.

- Excels at fast, lightweight probabilistic machine learning experiments - Supports combining built-in algorithms for custom models - Requires minimal coding for quick prototyping - Priced at $440 - Ideal for data scientists and machine learning practitioners - Focuses on experimentation and flexibility

- Standalone Java-based ML software - Allows model creation on any device - Runs independently without extra software - Facilitates direct model creation from local datasets - Suitable for users needing a self-contained tool - Emphasizes ease of use and accessibility

Lightly vs Entropik Tech — at a glance

FeatureLightlyEntropik Tech
Rating
Reviews
Starting price$440 /MonthContact for pricing
Free trial No No
Free version No No
Best forFreelancers / Consultants, Large Enterprises, Medium BusinessLarge Enterprises, Medium Business, Small Business
CategoryMachine Learning SoftwareMachine Learning Software
PlatformsSaaS/Web/CloudSaaS/Web/Cloud
APIAvailable
Support modesOnlineOnline
Data residencyUSUS

Key differences between Lightly and Entropik Tech

  • Pricing: Lightly starts at $440 /Month. Entropik Tech pricing is not publicly listed.
  • Target audience: Lightly is built for Freelancers / Consultants and Large Enterprises, while Entropik Tech targets Large Enterprises and Medium Business.
  • Deployment: Lightly supports SaaS/Web/Cloud; Entropik Tech supports SaaS/Web/Cloud.

Lightly vs Entropik Tech — 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.

Lightly - Machine Learning Software
Talk to an expert
Talk to an expert
Entropik Tech - Machine Learning Software
Talk to an expert
Talk to an expert

Biggest differences

Start here before you go deeper into features.

Lightly

Lightly excels at fast, lightweight probabilistic machine learning experiments.

Choose if
  • You need to quickly prototype probabilistic machine learning models with minimal code.
  • You want a framework that supports combining built-in algorithms to create custom models.
  • You prefer a tool accessible to both experienced data scientists and less technical users.
Consider alternatives if
  • You require extensive enterprise support or a large user community for troubleshooting.
  • You need a fully featured machine learning platform with comprehensive deployment tools.

Entropik Tech

Standalone Java-based ML software for easy model creation on any device.

Choose if
  • You need a machine learning tool that runs independently without extra software.
  • You want to create ML models directly from any data set on your local machine.
  • You prefer automatic organization of results into new Databoxes for each data set.
Consider alternatives if
  • You require cloud-based or collaborative machine learning platforms.
  • You need extensive user reviews or community support to validate software reliability.

Lightly: Lightly excels at fast, lightweight probabilistic machine learning experiments. Entropik Tech: Standalone Java-based ML software for easy model creation on any device.

Description

Lightly is a fast and lightweight framework for probabilistic machine learning. It comes with various built-in algorithms which user can also combine to create their own models. Lightly ... Read More about Lightly

Entropik Tech is a intelligent and easy to use machine learning software. It's purely based on Java running on laptop, desktop or server without the need for any other software. Once ... Read More about Entropik Tech

Entry Level Pricing

  • Starts from $440 , Billed Yearly
  • Not Available

Free Trial Availability

  • No free trial
  • No free trial
Get pricing help
Get pricing help

Software Demo

Demo

Need a second opinion?

Get shortlist help from a software advisor

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

Compare Lightly and Entropik Tech 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

      • $440 , Billed Yearly
      • Not Available

      Pricing Plans

      • Community

        • Samples per Dataset: 1'000

        • Datasets: 3

        • Upload: Thumbnails, Embeddings

        Show more +

      • Professional

        • Samples per Dataset: 100'000

        • Datasets: 10

        • Upload: Thumbnails, Embeddings, Custom Metadata, Original Images

        Show more +

      • Enterprise

        • Includes features of Professional plan, plus

        • Unique Features

        • Unlimited samples

        Show more +

      • Not Available

      Pricing Page

      Lightly pricing

      Pricing information not available

      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
      • Not Available
      Get help choosing
      Get help choosing

      Security & Compliance

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

      Data Residency

      🇺🇸 US
      🇺🇸 US

      Lightly User Reviews & Rating Comparison

      Spotsaas Editor’s POV generated by AI

      What buyers like

      • Lightweight framework
      • Probabilistic modeling
      • Easy experimentation

      Common complaints

      • Limited advanced features
      • May not scale well
      • Requires some ML knowledge

      What buyers like

      • Java-based simplicity
      • Easy model creation
      • Automatic Databox generation

      Common complaints

      • Limited to Java environment
      • Not as feature-rich
      • May require technical setup

      Pros and Cons

      • Fast and lightweight for quick experiments

      • Supports probabilistic modeling

      • Accessible for less experienced users

      • Limited advanced functionalities

      • May not handle large datasets well

      • Simplicity for Java users

      • Automates data management

      • User-friendly for model creation

      • Limited to Java users

      • Not as feature-rich as competitors

      List of Customers

      Customers

      No Customers information available.

      TATA

      TATA

      MARS

      MARS

      P G

      P G

      Media and Screenshots

      Videos

      video-0

      1 Videos

      video-0

      3 Videos

      Top Alternatives to Lightly and Entropik Tech in 2026

      Expand your shortlist

      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, Lightly or Entropik Tech?
      Lightly and Entropik Tech are closely matched with equal user ratings of -1.0. The right choice depends on your team size, budget, and specific Machine Learning Software needs.
      Do Lightly and Entropik Tech offer a free trial?
      Neither Lightly nor Entropik Tech currently lists a free trial.
      What is the starting price of Lightly vs Entropik Tech?
      Lightly starts at $440 /Month. Entropik Tech starts at Contact for pricing.
      What are the top alternatives to Lightly?
      Top alternatives to Lightly include DeepBrainz AI, DataTorch, DVC Studio, Google Cloud AutoML, BigML.
      What are the top alternatives to Entropik Tech?
      Top alternatives to Entropik Tech include Amazon Personalize, MorphL AI, DeepBrainz AI, integrate.ai, Cogniflow.

      Grow your pipeline with buyers who are already looking for you

      254,000+ buyers use Spotsaas every month to evaluate and shortlist software. Get in front of them — for free, or with a managed growth plan built around your category.