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Entropik Tech vs Lightly Comparison

Last updated:

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…

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…

SpotSaaS Analysis

Entropik TechLightly

The core difference between Entropik Tech and Lightly lies in Entropik's focus on standalone model creation without dependencies, while Lightly emphasizes rapid prototyping of probabilistic models with minimal coding effort. Entropik Tech is ideal for users seeking a flexible, device-independent ML tool, whereas Lightly is best suited for data scientists looking to quickly experiment with and customize machine learning algorithms.

- Standalone Java-based ML software - Easy model creation on any device - No extra software required - Directly create models from local datasets - Flexible and user-friendly - Ideal for independent machine learning tasks

- Fast, lightweight probabilistic ML experiments - Minimal coding required for prototyping - Combines built-in algorithms for custom models - Supports rapid testing and iteration - Suitable for data scientists and ML engineers - Priced at $440

Entropik Tech vs Lightly — at a glance

FeatureEntropik TechLightly
Rating
Reviews
Starting priceContact for pricing$440 /Month
Free trial No No
Free version No No
Best forLarge Enterprises, Medium Business, Small BusinessFreelancers / Consultants, Large Enterprises, Medium Business
CategoryMachine Learning SoftwareMachine Learning Software
PlatformsSaaS/Web/CloudSaaS/Web/Cloud
APIAvailable
Support modesOnlineOnline
Data residencyUSUS

Key differences between Entropik Tech and Lightly

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

Entropik Tech vs Lightly — 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.

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

Biggest differences

Start here before you go deeper into features.

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.

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. Lightly: Lightly excels at fast, lightweight probabilistic machine learning experiments.

Description

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

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

Entry Level Pricing

  • Not Available
  • Starts from $440 , Billed Yearly

Free Trial Availability

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

Software Demo

Demo

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Compare Entropik Tech and Lightly 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
      • $440 , Billed Yearly

      Pricing Plans

      • Not Available
      • 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 +

      Pricing Page

      Pricing information not available

      Lightly 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

      • Not Available
      • Available
      Get help choosing
      Get help choosing

      Security & Compliance

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

      Data Residency

      🇺🇸 US
      🇺🇸 US

      Entropik Tech User Reviews & Rating Comparison

      Spotsaas Editor’s POV generated by AI

      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

      What buyers like

      • Lightweight framework
      • Probabilistic modeling
      • Easy experimentation

      Common complaints

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

      Pros and Cons

      • Simplicity for Java users

      • Automates data management

      • User-friendly for model creation

      • Limited to Java users

      • Not as feature-rich as competitors

      • Fast and lightweight for quick experiments

      • Supports probabilistic modeling

      • Accessible for less experienced users

      • Limited advanced functionalities

      • May not handle large datasets well

      List of Customers

      Customers

      TATA

      TATA

      MARS

      MARS

      P G

      P G

      No Customers information available.

      Media and Screenshots

      Videos

      video-0

      3 Videos

      video-0

      1 Videos

      Top Alternatives to Entropik Tech and Lightly 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, Entropik Tech or Lightly?
      Entropik Tech and Lightly 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 Entropik Tech and Lightly offer a free trial?
      Neither Entropik Tech nor Lightly currently lists a free trial.
      What is the starting price of Entropik Tech vs Lightly?
      Entropik Tech starts at Contact for pricing. Lightly starts at $440 /Month.
      What are the top alternatives to Entropik Tech?
      Top alternatives to Entropik Tech include Amazon Personalize, MorphL AI, DeepBrainz AI, integrate.ai, Cogniflow.
      What are the top alternatives to Lightly?
      Top alternatives to Lightly include DeepBrainz AI, DataTorch, DVC Studio, Google Cloud AutoML, BigML.

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