Apache PredictionIO vs. Wallaroo.AI Comparison


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About Apache PredictionIO® is an open-source machine learning server built on top of a state-of-the-art open-source stack for developers and data scientists to create predictive engines for any machine learning task. It lets you quickly build and deploy an engine as a web service on production with customizable templates. Respond to dynamic queries in real-time once deployed as a web service, evaluate and tune multiple engine variants systematically, and unify data from multiple platforms in batch or in real-time for comprehensive predictive analytics. Speed up machine learning modeling with systematic processes and pre-built evaluation measures, support machine learning and data processing libraries such as Spark MLLib and OpenNLP. Implement your own machine learning models and seamlessly incorporate them into your engine. Simplify data infrastructure management. Apache PredictionIO® can be installed as a full machine learning stack, bundled with Apache Spark, MLlib, HBase, Akka HTTP, etc.	About Wallaroo facilitates the last-mile of your machine learning journey, getting ML into your production environment to impact the bottom line, with incredible speed and efficiency. Wallaroo is purpose-built from the ground up to be the easy way to deploy and manage ML in production, unlike Apache Spark, or heavy-weight containers. ML with up to 80% lower cost and easily scale to more data, more models, more complex models. Wallaroo is designed to enable data scientists to quickly and easily deploy their ML models against live data, whether to testing environments, staging, or prod. Wallaroo supports the largest set of machine learning training frameworks possible. You’re free to focus on developing and iterating on your models while letting the platform take care of deployment and inference at speed and scale.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers and data scientists searching for a solution to create predictive engines	Audience Organizations interested in a powerful enterprise platform for machine learning
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Not Supported Live Online Supported In Person Not Supported	Training Documentation Not Supported Webinars Not Supported Live Online Supported In Person Not Supported
Company Information Apache United States predictionio.apache.org	Company Information Wallaroo.AI Founded: 2017 United States www.wallaroo.ai/
Alternatives MLlib Apache Software Foundation	Alternatives NVIDIA Triton Inference Server NVIDIA
Apache Spark Apache Software Foundation	Amazon EC2 Inf1 Instances Amazon
Amazon EMR Amazon	Deep Infra
PySpark	VESSL AI
Apache Mahout Apache Software Foundation View All	CentML View All
Categories Machine Learning Supported	Categories AI Inference Supported AI Infrastructure Supported Artificial Intelligence Supported Machine Learning Supported

Integrations PostgreSQL Supported Amazon S3 Not Supported Apache HBase Supported Apache Hadoop YARN Supported Apache Kafka Not Supported Databricks Not Supported Docker Supported Elastic Cloud Not Supported Elasticsearch Supported Fivetran Not Supported Google Cloud Platform Not Supported Grafana Cloud Not Supported Java Supported Microsoft Azure Not Supported MySQL Supported PHP Supported Python Supported Scala Supported Snowflake Not Supported Splunk Cloud Platform Not Supported Show More Integrations View All 13 Integrations	Integrations PostgreSQL Supported Amazon S3 Supported Apache HBase Not Supported Apache Hadoop YARN Not Supported Apache Kafka Supported Databricks Supported Docker Not Supported Elastic Cloud Supported Elasticsearch Not Supported Fivetran Supported Google Cloud Platform Supported Grafana Cloud Supported Java Not Supported Microsoft Azure Supported MySQL Not Supported PHP Not Supported Python Not Supported Scala Not Supported Snowflake Supported Splunk Cloud Platform Supported Show More Integrations View All 14 Integrations
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