Apache PredictionIO Alternatives (September 2025)

2.
Spark NLP - State of the Art NLP Library for Large Language Models (LLMs)
https://sparknl
.org/

Experience the power of Large Language Models like never before! Unleash the full potential of Natural Language Processing with Spark NLP, the open-source library that delivers scalable LLMs

3.
Apache Marmotta - Home
https://marmotta.apach
.org/

Apache Marmotta - An Open Platform for Linked Data - Home

4.
Apache OODT - Distributed Data Management
https://oodt.apach
.org/

Apache Object Oriented Data Technology (OODT) is the smart way to integrate and archive your processes, your data, and its metadata. It facilitates the generation, processing, management, distribution, analysis of data management, data archiving, and data analytics systems allowing for the integration of data, computation, visualization and other components.

5.
Apache ServiceComb
https://servicecomb.apach
.org/

Open-Source, Full-Stack Microservice Solution.With out of the box, high performance, compatible with popular ecology, multi-language support Get started

6.
Apache Beam®
https://beam.apach
.org/

Apache Beam is an open source, unified model and set of language-specific SDKs for defining and executing data processing workflows, and also data ingestion and integration flows, supporting Enterprise Integration Patterns (EIPs) and Domain Specific Languages (DSLs). Dataflow pipelines simplify the mechanics of large-scale batch and streaming data processing and can run on a number of runtimes like Apache Flink, Apache Spark, and Google Cloud Dataflow (a cloud service). Beam also brings DSL in different languages, allowing users to easily implement their data integration processes.

7.
Apache Apex
https://apex.apach
.org/

Apex is an enterprise grade native YARN big data-in-motion platform that unifies stream processing as well as batch processing.

8.
Apache CloudStack | Apache CloudStack
https://cloudstack.apach
.org/

Apache CloudStack is an opensource infrastructure-as-a-service cloud computing platform that is easy to use, turnkey, highly available and highly scalable.

10.
Apache Mesos
https://mesos.apach
.org/

Apache Mesos abstracts resources away from machines, enabling fault-tolerant and elastic distributed systems to easily be built and run effectively.

11.
Distributed Deep Learning and Hyperparameter Tuning Platform | Determined AI
https://determine
.ai/

Open source deep learning training platform that enables data scientists to train better models, with built-in hyperparameter tuning and distributed training

13.
TensorFlow
https://www.tensorflo
.org/

An end-to-end open source machine learning platform for everyone. Discover TensorFlow's flexible ecosystem of tools, libraries and community resources.

14.
Apache Arrow | Apache Arrow
https://arrow.apach
.org/

A cross-language development platform for in-memory analytics

17.
Apache Answer | Free Open-source Q&A Platform
https://answer.apach
.org/

A Q&A platform software for teams at any scale. Whether it’s a community forum, help center, or knowledge management platform, you can always count on Answer.

18.
Hugging Face – The AI community building the future.
https://huggingfac
.co/

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

19.
Confluent | Apache Kafka® Reinvented for the Cloud
https://www.confluen
.io/

Confluent makes it easy to connect your apps, data systems, and entire business with secure, scalable, fully managed Kafka and real-time data streaming, processing, and analytics.

20.
Apache Kudu - Fast Analytics on Fast Data
https://kudu.apach
.org/

A new open source Apache Hadoop ecosystem project, Apache Kudu completes Hadoop's storage layer to enable fast analytics on fast data

21.
Deep.BI | The #1 Choice for Open-Source Apache Druid Support
http://www.dee
.bi/

Deep.BI offers expert assistance in building and maintaining real-time analytics and observability platforms, powered by technologies like Apache Druid, Flink, and Kafka. With 7 years on the market, we've served over 50 enterprises globally, managing 200+ Druid & Flink clusters. Contact us for your next-gen data pipelines solutions.

22.
Comet ML - Build better models faster
https://www.come
.ml/

Track, compare, and reproduce your ML experiments with Comet's machine learning platform. Leverage insights to build better models, faster.

24.
Elasticsearch — built on the Elastic Search AI Platform | Elastic
https://www.elasti
.co/enterprise-search/

Easily build GenAI search applications and conversational experiences at scale. Empower your developers with tools they can use, no matter the use case....

25.
Kubeflow
https://www.kubeflo
.org/

Kubeflow makes deployment of ML Workflows on Kubernetes straightforward and automated

26.
Deeploy | Making Machine Learning Explainable
http://www.deeplo
.ml/

Deeploy creates software to enable interaction between humans and Machine Learning models. With our software ML deployments are manageable, accountable and explainable by design.

27.
Spark SQL & DataFrames | Apache Spark
https://spark.apach
.org/sql/

Spark SQL is Spark's module for working with structured data, either within Spark programs or through standard JDBC and ODBC connectors.

28.
The Developer Experience for any Apache Kafka | Lenses.io
https://lense
.io/

Lenses is the leading enterprise-grade Developer Experience for any Apache Kafka, revolutionizing the way engineers build event-driven apps: Intuitive Kafka UI, open-source Kafka Connectors, fine-grained access controls.

29.
Apache Airflow
https://airflow.apach
.org/

Platform created by the community to programmatically author, schedule and monitor workflows.

31.
MLOps at Big tech velocity | TrueFoundry
https://www.truefoundr
.com/

Train and deploy ML models and LLMs on top of Kubernetes at the speed of Big Tech with 100% reliability and scalability. Slash production costs by 30-40% and release models to production faster. Training jobs, inference services, GPUs and more on your own infra.

32.
Apache Usergrid — the BaaS not made for Hipsters
https://usergrid.apach
.org/

An open-source Backend-as-a-Service stack for web & mobile applications, based on RESTful APIs.

33.
Seldon, MLOps for the Enterprise.
http://www.seldo
.io/

Serve, Monitor, Manage and Scale your machine learning operations with our enterprise ready MLOps tools. Get a demo or start a trial today. %

34.
Open Source Enterprise Kubernetes Platform | KubeSphere
https://kubespher
.io/

An open source Kubernetes Platform to manage enterprise-grade Kubernetes across hybrid cloud, multi-cloud and edge. Get started for free!

36.
Accelerite ShareInsights 2.0 Unifies Stack for True End-to-End Self-Service Big Data Analytics - DATAVERSITY
https://www.dataversit
.net/accelerite-shareinsights-2-0-unifies-stack-true-end-end-self-service-big-data-analytics/

<p>by Angela Guess According to a recent press release, “Accelerite, a provider of infrastructure software for digital transformation, today announced ShareInsights 2.0, an end-to-end, self-service big data analytics platform. Unlike other solutions, ShareInsights unifies the big data analytics stack, enabling data preparation (ETL), OLAP, visualization and collaboration — all via a single interface — giving […]</p>

37.
Home Page | Pachyderm
https://www.pachyder
.com/

Data-driven pipelines automatically trigger based on detecting data changes.

38.
Redpanda | The streaming data platform for developers
https://www.redpand
.com/

Redpanda is a powerful, simple, and cost-efficient streaming data platform that is compatible with Kafka® APIs while eliminating Kafka complexity.

39.
BigML.com
https://bigm
.com/

Machine Learning made beautifully simple for everyone. Take your business to the next level with the leading Machine Learning platform.

40.
Valohai | The Scalable MLOps Platform
https://valoha
.com/

The Valohai MLOps platform enables CI/CD for ML and pipeline automation on-prem and any-cloud.

41.
The Cost Efficient Data Lake | Qubole
https://www.qubol
.com/

Qubole is the open data lake company . Open, simple and secure data lakes for machine learning, streaming analytics, data exploration, and ad-hoc analytics.

42.
Edge Impulse - The Leading Edge AI Platform
https://www.edgeimpuls
.com/

Edge Impulse is the leading development platform for machine learning on edge devices.

44.
Open Source GPT | H2O.ai
https://h2
.ai/platform/open-source-gpt-and-llm-studio/

H2O.ai has released open-source product h2oGPT for enterprises to build transparent and secure chatbot applications similar to ChatGPT.

45.
DataFlow | Cloudera
https://www.clouder
.com/products/dataflow.html/

Discover Cloudera DataFlow, a cloud-native universal data distribution service powered by Apache NiFi. Get started today.

46.
Data Lakehouse Platform Powered by Apache Iceberg | Dremio
https://www.dremi
.com/

The Unified Data Lakehouse Platform for Self-Service Analytics and AI. Dremio provides the fastest SQL engine with the best price-performance for Apache Iceberg

47.
Introducing Red Hat OpenShift Streams for Apache Kafka
https://www.redha
.com/en/blog/introducing-red-hat-openshift-streams-apache-kafka/

Red Hat OpenShift Streams for Apache Kafka makes it easier to create, discover and connect to real-time data streams regardless of where they exist.

48.
Managed & Hosted Apache Kafka as a Service | Instaclustr
https://www.instaclust
.com/platform/managed-apache-kafka/

Build your application on Instaclustr's fully hosted and managed Apache Kafka as a service solution. Start your free trial now.

49.
Astronomer: The Best Place to Run Apache Airflow®
https://www.astronome
.io/

Unlock the full potential of Apache Airflow® with Astronomer’s managed platform. Ensure reliable data delivery, seamless integrations, and dynamic scaling to power your data products and AI. Trusted by top data teams globally.

50.
Apache TomEE
https://tomee.apach
.org/

Apache TomEE is a lightweight, yet powerful, JavaEE Application server with feature rich tooling.

51.
AI & Machine Learning | Advanced Analytics | SaaS Data Solutions
http://www.lity
.com/

The LityxIQ platform offers simplified AI for your entire team. Enterprise-grade machine learning to solve your business problems and increase ROI.

52.
Juju | The simplest way to deploy and maintain applications in the cloud
https://juj
.is/

Software operations are easier with Juju - the open source orchestration engine for software operators. Deploy, integrate, scale and manage your applications' lifecycle at any scale, on any infrastructure with Juju and charms.

53.
Homepage | amazee.io
https://www.amaze
.io/

Browse our developer-first, open source application delivery & hosting platform. Discover unmatched flexibility, up to 99.99% uptime, & exceptional support

54.
Project Jupyter | Home
https://jupyte
.org/

The Jupyter Notebook is a web-based interactive computing platform. The notebook combines live code, equations, narrative text, visualizations, interactive dashboards and other media.

55.
Dataiku | Everyday AI, Extraordinary People
https://www.dataik
.com/

Dataiku is the world’s leading platform for Everyday AI, systemizing the use of data for exceptional business results.

56.
Saturn Cloud | #1 Rated ML Platform
https://saturnclou
.io/

Data science and machine learning in the cloud in seconds—Use R and Python with GPUs, Dask clusters, and more

57.
Big Data Analytics On-Premises, in the Cloud, or on Hadoop | Vertica
https://www.vertic
.com/

Vertica provides a best-in-class, unified analytics platform that will forever be independent from underlying infrastructure.

58.
Open for Innovation | KNIME
https://www.knim
.com/

Free and open source with all your data analysis tools. Create data science solutions with the visual workflow builder & put them into production in the enterprise.

59.
The Community for Open Collaboration and Innovation | The Eclipse Foundation
https://www.eclips
.org/

The Eclipse Foundation provides our global community of individuals and organisations with a mature, scalable, and business-friendly environment for open source …

60.
Build production-grade data and ML workflows, hassle-free with Flyte
https://flyt
.org/

Flyte is the infinitely scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.

61.
The Community for Open Collaboration and Innovation | The Eclipse Foundation
https://iot.eclips
.org/

The Eclipse Foundation provides our global community of individuals and organisations with a mature, scalable, and business-friendly environment for open source …

62.
Big Data Platform - Amazon EMR - AWS
https://aws.amazo
.com/emr/

Amazon EMR is a cloud big data platform for running large-scale distributed data processing jobs, interactive SQL queries, and machine learning applications using open-source analytics frameworks such as Apache Spark, Apache Hive, and Presto.

63.
Open Source Durable Execution | Temporal Technologies
https://tempora
.io/

Build invincible apps with Temporal's open-source durable execution platform to guarantee successful execution, even in the presence of failures.

64.
gRPC
https://grp
.io/

A high performance, open source universal RPC …

65.
Data-backed predictive maintenance, powered by Scopito.
https://scopit
.com/

Scopito is the engine behind your predictive maintenance. We are with you all the way from inspection analysis to historic comparison.

67.
Managed Apache Kafka as a service | Aiven
https://aive
.io/kafka/

Aiven for Apache Kafka – Managed event streaming Kafka service ✓ Microservices ✓ Event-driven architecture ✓ Streaming pipelines ✓

68.
Apache NiFi
https://nifi.apach
.org/

Apache NiFi is an easy to use, powerful, and reliable system to process and distribute data

69.
AI based Predictive Analytics Solution | B2Metric
https://b2metri
.com/

AI-powered data analytics solutions for businesses. We offer data integration, predictive analytics, and machine learning to help you make informed decisions.

70.
IBM SPSS Modeler
https://www.ib
.com/products/spss-modeler/

IBM SPSS Modeler provides predictive analytics to help you uncover data patterns, gain predictive accuracy and improve decision making.

71.
ZeroMQ
https://zerom
.org/

An open-source universal messaging library

72.
Open Source Search Engine - Amazon OpenSearch Service - AWS
https://aws.amazo
.com/opensearch-service/

Unlock fast and scalable search, monitoring, and analysis for log analytics and website search by deploying and running OpenSearch and ALv2 Elasticsearch.

73.
Machine Learning Service - Amazon SageMaker - AWS
https://aws.amazo
.com/sagemaker/

Build, train, and deploy machine learning (ML) models for any use case with fully managed infrastructure, tools, and workflows.

74.
Capture & Record Video Streams - Amazon Kinesis Video Streams - AWS
https://aws.amazo
.com/kinesis/video-streams/

Capture, process, and store video streams & media streams for computer vision apps, smart home apps, smart city apps, and real-time video analytics.

75.
Data Insights for Apache Flink® Developers - Datorios
http://www.datorio
.com/

Apache FlinkIntroducing a new development console that puts the full power of Apache Flink in the hands of your entire development team.

76.
Discover the all-in-one Kafka platform Axual | Axual
https://axua
.com/

Streaming Made Simple. Axual enables organizations to leverage Apache Kafka and the power of event streaming in a secure and simple way.

77.
End-To-End Workflow Solution For Edge AI Models | EDGENeural.ai
https://edgeneura
.ai/

EDGENeural.ai is an end-to-end Edge AI platform enabling developers to train, optimize and deploy blazing-fast deep learning models on any hardware, in a matter of weeks.

78.
IBM Event Streams
https://www.ib
.com/products/event-streams/

IBM Event Streams is an event streaming software built on open-source Apache Kafka. It is available as a fully managed service on IBM Cloud or for self-hosting.

79.
The AI-native database developers love | Weaviate
https://weaviat
.io/

Bring AI-native applications to life with less hallucination, data leakage, and vendor lock-in

80.
Welcome | Cafu Engine
https://www.caf
.de/

Cafu is an open-source game and graphics engine for multiplayer, cross-platform, real-time 3D action.

81.
Predict customer behavior the speedy way - Faraday
https://farada
.ai/

Faraday helps you predict customer behavior using a developer-friendly API, so you can build powerful predictive customer experiences.

82.
Elastic Stack: (ELK) Elasticsearch, Kibana & Logstash | Elastic
https://www.elasti
.co/elastic-stack/

Reliably and securely take data from any source, in any format, then search, analyze, and visualize it in real time....

84.
UbiOps - AI Model Serving & Orchestration
https://www.ubiop
.com/

Powerful model serving and orchestration for your AI & ML projects, without the hassle of managing Kubernetes & cloud infrastructure.

85.
The Predictive Crypto Risk & Intelligence Platform | Merkle Science
https://www.merklescienc
.com/

Next generation crypto threat detection, risk management and compliance for businesses, banks and government agencies. Sign up now

87.
Pecan AI | Predictive Analytics Software
https://www.peca
.ai/

Predictive analytics software from Pecan is designed for impact. Get accurate, actionable predictions fast with pioneering Predictive GenAI.

88.
SoftwareMill - proactively transforming your business with technology
https://softwaremil
.com/

Custom software solutions: web applications, backend systems & enterprise applications. Scala, Java, Big Data, Machine Learning, Blockchain.

89.
Trading Software with Artificial Intelligence
https://www.neuroshel
.com/

Day trading software. Forecast & predict with machine learning pattern recognition.

91.
Netezza Performance Server | IBM
https://www.ib
.com/products/netezza/

IBM Netezza Performance Server is a data warehouse for demanding hybrid-cloud environments available as SaaS and for self-hosting through IBM Cloud Pak for Data System.

92.
Qdrant - Vector Database - Qdrant
https://qdran
.tech/

Qdrant is an Open-Source Vector Database and Vector Search Engine written in Rust. It provides fast and scalable vector similarity search service with convenient API.

93.
Docker Images for Machine Learning - AWS Deep Learning Containers - AWS
https://aws.amazo
.com/machine-learning/containers/

AWS Deep Learning Containers are Docker images preinstalled with deep learning frameworks that make it easy to deploy custom machine learning environments.

94.
The Fastest Real-Time Analytics on Planet Earth | StarTree
https://startre
.ai/

Transform your business with the leading real-time analytics solution, trusted at scale, from the creators of Apache Pinot.

95.
Deep Learning Virtual Machine - AWS Deep Learning AMIs - AWS
https://aws.amazo
.com/machine-learning/amis/

AWS Deep Learning AMIs provides ML practitioners with curated, secure frameworks, dependencies, and tools to accelerate and scale deep learning in the cloud.

97.
What is Apache Spark - Azure HDInsight | Microsoft Learn
https://learn.microsof
.com/en-us/azure/hdinsight/spark/apache-spark-overview/

This article provides an introduction to Spark in HDInsight and the different scenarios in which you can use Spark cluster in HDInsight.

98.
Databricks Data Intelligence Platform | Databricks
https://www.databrick
.com/product/data-intelligence-platform/

With a Data Intelligence Engine that understands your data’s uniqueness, the Databricks Platform allows you to infuse AI into every facet of your business.

99.
Cloudera | The hybrid data company
https://www.clouder
.com/

Cloudera delivers a hybrid data platform with secure data management and portable cloud-native data analytics.