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Recombee vs Lightly vs AI Flow Comparison

Last updated:

Recombee

Starting at $99 /Month

  • Free Trial
  • Large Enterprises
  • Medium Business

Recombee is a revolutionary new set of Machine Learning APIs that allow developers to focus on their application, instead of building machine learning models from scratch. The Recombee platform automatically learns custo…

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…

AI Flow

Starting at Contact for pricing

  • Large Enterprises
  • Medium Business

AI Flow is a revolutionary cloud-based machine learning service that automates the process of creating data models. With its cutting-edge technology, AI Flow eliminates the need for data scientists and reduces costs for…

Recombee vs Lightly vs AI Flow — at a glance

FeatureRecombeeLightlyAI Flow
Rating
Reviews
Starting price$99 /Month$440 /MonthContact for pricing
Free trial Yes No No
Free version No No No
Best forLarge Enterprises, Medium Business, Small BusinessFreelancers / Consultants, Large Enterprises, Medium BusinessLarge Enterprises, Medium Business, Small Business
CategoryMachine Learning SoftwareMachine Learning SoftwareMachine Learning Software
PlatformsSaaS/Web/CloudSaaS/Web/CloudSaaS/Web/Cloud
APIAvailableAvailableAvailable
Support modes24/7 (Live rep)OnlineOnline
CertificationsGDPR
Data residencyGlobalUSGlobal

Key differences between Recombee and Lightly

  • Pricing: Recombee starts at $99 /Month, while Lightly starts at $440 /Month.
  • Free trial: Recombee offers a free trial; Lightly does not.
  • Target audience: Recombee is built for Large Enterprises and Medium Business, while Lightly targets Freelancers / Consultants and Large Enterprises.
  • Deployment: Recombee supports SaaS/Web/Cloud; Lightly supports SaaS/Web/Cloud.

Compare Recombee vs Lightly vs AI Flow — and walk away knowing which one fits.

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.

Recombee - Machine Learning Software
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Lightly - Machine Learning Software
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AI Flow - Machine Learning Software
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Biggest differences

Start here before you go deeper into features.

Recombee

Best for

Large Enterprises, Medium Business, Small Business

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.

AI Flow

Best for

Large Enterprises, Medium Business, Small Business

Recombee typically suits Large Enterprises and Medium Business. Lightly tends to fit Freelancers / Consultants and Large Enterprises better. The right choice depends on your team size, workflow, and whether a free trial matters.

Description

Recombee is a revolutionary new set of Machine Learning APIs that allow developers to focus on their application, instead of building machine learning models from scratch. The Recombee ... Read More about Recombee

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

AI Flow is a revolutionary cloud-based machine learning service that automates the process of creating data models. With its cutting-edge technology, AI Flow eliminates the need for data ... Read More about AI Flow

Entry Level Pricing

  • Starts from $99
  • Starts from $440 , Billed Yearly
  • Not Available

Free Trial Availability

  • No free trial
  • No free trial

Best Company Size

Medium BusinessLarge Enterprises
Get pricing help
Get pricing help
Get pricing help

Software Demo

Demo

No software demo available

AI Flow has not given any software demo yet

If you're the owner of this profile, add your demo.Contact us

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Step 1 of 4

How big is your team?

We tailor recommendations to companies your size.

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Compare Recombee, Lightly and AI Flow 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

        • $99
        • $440 , Billed Yearly
        • Not Available

        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 +

        • Not Available

        Pricing Page

        Recombee pricing
        Lightly pricing
        AI Flow pricing

        Other Details

        Organization Types supported

        • Medium Business
        • Large Enterprises
        • Small Business
        • Freelancers
        • Individuals
        • 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
        • 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
        • 24/7 (Live rep)
        • Business Hours
        • Online

        API Support

        • Available
        • Available
        • Available
        Get help choosing
        Get help choosing
        Get help choosing

        Security & Compliance

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

        HIPAA

        ✗ No

        GDPR

        ✓ Yes

        Data Encryption

        ✓ Yes

        Data Residency

        🌐 Global
        🇺🇸 US
        🌐 Global

        Recombee vs Lightly User Reviews & Rating Comparison

        Spotsaas Editor’s POV generated by AI

        What buyers like

        • Easy integration
        • Automated recommendations
        • Focus on user behavior

        Common complaints

        • Limited to recommendation systems
        • Requires data input
        • May need technical setup

        What buyers like

        • Lightweight framework
        • Probabilistic modeling
        • Easy experimentation

        Common complaints

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

        Buyer sentiment

        Insufficient user feedback to determine overall sentiment.

        What buyers like

        • Automation of ML workflows
        • Model optimization
        • Cloud-based infrastructure

        Common complaints

        • Lack of pricing transparency
        • Limited user reviews

        Pros and Cons

        • Streamlines recommendation system development

        • Focuses on user behavior insights

        • Easy API integration

        • Limited to specific use cases

        • Requires initial data setup

        • Fast and lightweight for quick experiments

        • Supports probabilistic modeling

        • Accessible for less experienced users

        • Limited advanced functionalities

        • May not handle large datasets well

        • Automates end-to-end machine learning pipeline

        • Reduces need for specialized data scientists

        • Optimizes model selection and training with latest hardware

        • No publicly available pricing information

        • Limited user reviews and feedback available

        Positive Reviews

        No reviews available for the product

        No reviews available for the product

        No reviews available for the product

        Media and Screenshots

        Screenshots

        No screenshots available.

        No screenshots available.

        Data cleaning

        5 Screenshots

        Videos

        video-0

        1 Videos

        video-0

        1 Videos

        No videos available.

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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, Recombee or Lightly?
        Recombee 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 Recombee and Lightly offer a free trial?
        Recombee offers a free trial. Lightly does not.
        What is the starting price of Recombee vs Lightly?
        Recombee starts at $99 /Month. Lightly starts at $440 /Month.
        What are the top alternatives to Recombee?
        Top alternatives to Recombee include Advize.ai, Recomend, Amazon Personalize, MorphL AI, Google Cloud TPU.
        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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