What is Apache PredictionIO?
A machine learning framework that manages event collection, deploys algorithms, evaluates model performance, and provides model predictions through REST APIs using scalable open source infrastructure.
Apache PredictionIO pricing
We don't have Apache PredictionIO's full plan breakdown yet (its pricing page resisted automated reading). Here's what we could confirm. Always check live pricing for exact numbers.
What Apache PredictionIO does
The capabilities that matter for recommendation engines, normalised so it lines up with every alternative. “-” means we haven't confirmed it, not that it's missing.
- Realtime serving
- -
- Realtime ingestion
- -
- Cold start handling
- -
- Explainability
- -
- Built in ab testing
- -
- Open source
- ✓
- SOC2
- -
- Multi tenant isolation
- -
Platform & deployment
Independently observed- CLI
- Self-hosted
Integrations (7)
Independently observed- Elasticsearch
- Hadoop
- HBase
- Spark
- Spark MLLib
- OpenNLP
- Docker
Security & compliance
Known vulnerabilities: 0 (0 in the last 12 months) sourcea count reflects scale & disclosure, not quality
Apache PredictionIO FAQ
Common questions about Apache PredictionIO, answered from independent, dated evidence.
What is Apache PredictionIO?
A distributed platform that handles data collection, model deployment, evaluation, and prediction serving through REST APIs, built on open-source infrastructure like Spark, Hadoop, and Elasticsearch. It is indexed under Recommendation Engines.
Source: https://predictionio.apache.org/
Is Apache PredictionIO free to use?
Apache PredictionIO is open source, so it can be self-hosted and used at no licence cost. It is released under the Apache-2.0 licence. Pricing changes often, so verify at source before relying on it.
Source: https://predictionio.apache.org/
What platforms does Apache PredictionIO support?
We have confirmed browser-based access to Apache PredictionIO. That is the extent of what we could verify from public sources, so it may well offer desktop or mobile clients we have not indexed.
Source: https://predictionio.apache.org/
Can Apache PredictionIO be self-hosted?
Yes. Apache PredictionIO can be deployed self-hosted, so it does not have to run on the vendor's infrastructure.
Source: https://predictionio.apache.org/
What does Apache PredictionIO integrate with?
We have confirmed 6 integrations for Apache PredictionIO, including Elasticsearch, Hadoop, HBase, Spark, OpenNLP and Docker. This is what we could verify from public sources, so the vendor may support others we have not indexed.
Source: https://predictionio.apache.org/
Is Apache PredictionIO open source?
Yes. Apache PredictionIO is published under the Apache-2.0 licence, a permissive licence that generally allows commercial use and modification. Licence terms can change between releases, so verify against the repository for the version you intend to use.
Apache PredictionIO alternatives
Other recommendation engines we track, ranked by the same independent score.
- Amazon PersonalizeA managed service that generates personalized recommendations using AI algorithms that adapt to user behavior in real-timemedium · 55%
- Algolia RecommendMachine learning platform that delivers personalized product recommendations using real-time user interaction datalow · 26%
- GorseAn open-source AI-powered recommendation enginelow · 28%
- TensorFlow Recommenderslow · 33%
Compare Apache PredictionIO
Side by side against other recommendation engines, attribute by attribute, with a source on every value.
The vioscaleAI score: one lens on the evidence
Not user reviews and not a paid placement: a confidence-weighted blend of the independent signals below (adoption, activity, security posture, and more), which you can sort and re-weight yourself. Vendors can correct their listing but can never move their rank, and stars are weighted low as a vanity metric. It is one way to read the evidence for Apache PredictionIO, not the verdict.
| Signal | Score | Weight | Contribution | Evidence |
|---|---|---|---|---|
| Stars | 77 | 0.05 | 3.6 | ✓ |
| Capabilities | 29 | 0.08 | 2.3 | ✓ |
| Security score | 31 | 0.05 | 1.7 | ✓ |
| Integrations | 26 | 0.05 | 1.4 | ✓ |
| Dependent projects | 5 | 0.05 | 0.3 | ✓ |
| Development activity | 0 | 0.14 | 0.0 | ✓ |
| Release cadence | 0 | 0.08 | 0.0 | - |
| Security posture | 0 | 0.12 | 0.0 | - |
| Package downloads | 0 | 0.04 | 0.0 | - |
| Developer Q&A activity | 0 | 0.14 | 0.0 | - |
Computed . Re-weight it by intent, or see the full method.
All data & sourcesshow ↓
Every value we hold, with its source, retrieval date, and confidence. This is the evidence behind the score: don't trust it, verify it.
Activity
| Attribute | Value | Evidence |
|---|---|---|
| Commits last 30d | 0 | mediumsource · 2026-10-14 · 65% |
Adoption
Content
| Attribute | Value | Evidence |
|---|---|---|
| Faq | 6 items | mediumsource · 2026-09-10 · 66% |
Features
| Attribute | Value | Evidence |
|---|---|---|
| Capabilities | Open source | mediumsource · 2026-10-14 · 60% |
Integrations
| Attribute | Value | Evidence |
|---|---|---|
| Count | 7 | mediumsource · 2026-08-19 · 60% |
Language
| Attribute | Value | Evidence |
|---|---|---|
| Primary | Scala | highsource · 2026-10-14 · 90% |
License
| Attribute | Value | Evidence |
|---|---|---|
| Spdx | Apache-2.0 | highsource · 2026-10-14 · 95% |
Pricing
Release
| Attribute | Value | Evidence |
|---|---|---|
| History | 1 items | mediumsource · 2026-10-14 · 70% |
Security
Is Apache PredictionIO the right choice for you?
Tell us the job, the constraints and what you weigh most, and we will rank Apache PredictionIO against the rest of the recommendation engines we index, using the same dated evidence weighted your way.
Free to run, no account needed to start. How the evaluation works
Is this your product?
This profile was built from public sources without asking you. You can take the badge below and use it anywhere, and you can claim the profile to correct anything we got wrong. Both are free, and neither moves Apache PredictionIO up or down: nobody can buy rank here, including you.
Take the badge
Live, always current, and free to use on your own site. It shows Apache PredictionIO's independent score and links back to this profile.
<a href="https://www.vioscale.ai/software/apache-predictionio" target="_blank" rel="noopener">
<img src="https://www.vioscale.ai/badge/software/apache-predictionio.svg" alt="Apache PredictionIO, verified on vioscaleAI" width="330" height="76" loading="lazy" />
</a>Markdown, for a README →
[](https://www.vioscale.ai/software/apache-predictionio)Claim the profile
Verify you control the domain, then point us at the pages that state the facts about Apache PredictionIO and add your own description and media. Free, and it does not change the score.
- Correct anything wrong, with evidence
- Point our crawler at the pages that matter
- Write your own description and add media
Not the owner? How vendor profiles work