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Datumbox

Open-source Java machine learning framework and REST API for sentiment analysis, topic classification and text extraction.

3.0 Good 3.0
Open-source framework under a permissive licence The framework's last commit was in November 2023 and the homepage shows no recent activity
Reviewed by Challenging Voice Editorial · Updated Sep 2026 How we rate
PricingFree
Free planYes
CompanyDatumbox
PlatformsAPI, Web
CategoryAI Infrastructure & Agent Tooling
Last reviewedSep 2026

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Overview

Datumbox is a machine learning project with two parts: an open-source framework written in Java for building machine learning and statistical applications, and a REST API of ready-made text classifiers that returns JSON. The services listed on the site are sentiment analysis, topic classification, language detection, subjectivity analysis, spam detection, reading assessment, and keyword and text extraction, aimed at uses such as social media monitoring, SEO and content-quality checks.

Maintenance is the main caution. The framework is on GitHub under the Apache 2.0 licence with about 1,000 stars and dates from October 2014, but its last commit was in November 2023 and it has no published releases, so treat it as dormant rather than actively developed. The API endpoint still answers requests, and an invalid key returns a JSON error, but the homepage shows no recent posts or dates and does not say who runs the service, so uptime and support are unknown. The project predates large language models, so expect classical classifiers rather than the LLM-based analysis now common, and test accuracy on your own text, including informal or non-English writing.

A free API key is available on registration, and the framework is free to use under Apache 2.0. The homepage shows no paid plans, rate limits or terms, so check the limits after registering. No company is named beyond a contact address.

Key features

  • REST API for sentiment analysis and topic classification
  • Language detection, subjectivity analysis and spam detection
  • Keyword and text extraction, and reading assessment
  • Open-source Java machine learning framework under Apache 2.0
  • JSON responses and a free API key on registration

Screenshots & demo

Datumbox screenshot 1

Pricing

Datumbox offers a free plan, with paid upgrades for higher limits and more features.

  • Pricing modelFree
  • Starting priceFree
  • Free planYes
Visit Datumbox

Pricing is provided as a guide. Check the official site for the latest plans.

Is Datumbox expensive?

Datumbox has no advertised paid tier. Among the 76 priced tools we list in AI Infrastructure & Agent Tooling, the median entry price is $29 a month.

54% of AI Infrastructure & Agent Tooling tools in the directory offer a free tier, and this is one of them.

Compared against every priced listing in AI Infrastructure & Agent Tooling, recalculated as the catalogue changes. Method and the full market breakdown are in our AI tool pricing study.

Pros & cons

Pros

  • Open-source framework under a permissive licence
  • A free API key covers common text-analysis tasks
  • Several classifiers in one API

Cons

  • The framework's last commit was in November 2023 and the homepage shows no recent activity
  • Pre-LLM classifiers, with no benchmarks or limits stated on the homepage
  • No operator, rate limits or support details are stated

How it compares

ToolRatingFreeFromBest known for
Datumbox (this tool)3.0YesFreeREST API for sentiment analysis and topic classification
AutoKeras3.5YesFreeAutomated neural architecture and hyperparameter search
Magick (MagickML)3.0YesFreeVisual node-based editor for agent logic
Caffe3.5YesFreeDeep learning framework for neural network design, training, and deployment

Alternatives to Datumbox

4 tools matched to Datumbox on what they do, their category and their price.

Frequently asked questions

What is Datumbox?
Datumbox is a machine learning project with two parts: an open-source framework written in Java for building machine learning and statistical applications, and a REST API of ready-made text classifiers that returns JSON.
Is Datumbox free?
Yes, Datumbox offers a free plan. Paid plans unlock more features and higher usage limits.
What are the best Datumbox alternatives?
The closest matches in the directory are AutoKeras, Magick (MagickML), and Caffe, compared side by side above.

Reviews

3.0 Editorial rating No reviews yet

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