Pathway vs. IBM StreamSets Comparison


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About Pathway is a Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. Pathway comes with an easy-to-use Python API, allowing you to seamlessly integrate your favorite Python ML libraries. Pathway code is versatile and robust: you can use it in both development and production environments, handling both batch and streaming data effectively. The same code can be used for local development, CI/CD tests, running batch jobs, handling stream replays, and processing data streams. Pathway is powered by a scalable Rust engine based on Differential Dataflow and performs incremental computation. Your Pathway code, despite being written in Python, is run by the Rust engine, enabling multithreading, multiprocessing, and distributed computations. All the pipeline is kept in memory and can be easily deployed with Docker and Kubernetes.	About IBM® StreamSets enables users to create and manage smart streaming data pipelines through an intuitive graphical interface, facilitating seamless data integration across hybrid and multicloud environments. This is why leading global companies rely on IBM StreamSets to support millions of data pipelines for modern analytics, intelligent applications and hybrid integration. Decrease data staleness and enable real-time data at scale—handling millions of records of data, across thousands of pipelines within seconds. Insulate data pipelines from change and unexpected shifts with drag-and-drop, prebuilt processors designed to automatically identify and adapt to data drift. Create streaming pipelines to ingest structured, semistructured or unstructured data and deliver it to a wide range of destinations.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises 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	Audience DevOps teams
Support Phone Support Not Supported 24/7 Live Support Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Supported Free Trial Not Supported	Pricing $1000 per month 5 active jobs 5 users 50 published pipelines 99.9% uptime Email Support (Business hours M-F) Free Version Supported Free Trial 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 Supported Live Online Not Supported In Person Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Supported
Company Information Pathway Founded: 2020 France pathway.com	Company Information IBM Founded: 1911 United States www.ibm.com/products/streamsets
Alternatives Spark Streaming Apache Software Foundation	Alternatives Fivetran
Google Cloud Dataflow Google	Striim
Arroyo	Apache Airflow The Apache Software Foundation
Spring Cloud Data Flow Spring	Azure Event Hubs Microsoft
LakeSail View All	Lenses Lenses.io View All
Categories Artificial Intelligence Supported Event Stream Processing Supported Logistics Supported Machine Learning Supported Retrieval-Augmented Generation (RAG) Supported	Categories Data Integration Supported Data Pipeline Supported DataOps Supported DevOps Supported Event Stream Processing Supported Streaming Analytics Supported
Show More Features Artificial Intelligence Features Chatbot Supported For eCommerce Not Supported For Healthcare Not Supported For Sales Not Supported Image Recognition Not Supported Machine Learning Supported Multi-Language Not Supported Natural Language Processing Not Supported Predictive Analytics Supported Process/Workflow Automation Not Supported Rules-Based Automation Not Supported Virtual Personal Assistant (VPA) Not Supported Machine Learning Features Deep Learning Not Supported ML Algorithm Library Supported Model Training Not Supported Natural Language Processing (NLP) Supported Predictive Modeling Supported Statistical / Mathematical Tools Supported Templates Not Supported Visualization Not Supported	Show More Features DevOps Features Approval Workflow Supported Dashboard Supported KPIs Supported Policy Management Supported Portfolio Management Supported Prioritization Supported Release Management Supported Timeline Management Supported Troubleshooting Reports Supported Streaming Analytics Features Data Enrichment Supported Data Wrangling / Data Prep Supported Multiple Data Source Support Supported Process Automation Supported Real-time Analysis / Reporting Supported Visualization Dashboards Supported
Integrations Amazon S3 Supported MongoDB Supported MySQL Supported PostgreSQL Supported Amazon Redshift Not Supported Amazon Simple Queue Service (SQS) Not Supported Apache Cassandra Not Supported Apache Kafka Supported Azure Data Lake Storage Not Supported Azure Industrial IoT Not Supported Couchbase Not Supported Delta Lake Not Supported Elasticsearch Not Supported Hadoop Not Supported Python Supported Redis Not Supported Rust Supported SAP HANA Not Supported Salesforce Not Supported Splunk Cloud Platform Not Supported Show More Integrations View All 8 Integrations	Integrations Amazon S3 Supported MongoDB Supported MySQL Supported PostgreSQL Supported Amazon Redshift Supported Amazon Simple Queue Service (SQS) Supported Apache Cassandra Supported Apache Kafka Not Supported Azure Data Lake Storage Supported Azure Industrial IoT Supported Couchbase Supported Delta Lake Supported Elasticsearch Supported Hadoop Supported Python Not Supported Redis Supported Rust Not Supported SAP HANA Supported Salesforce Supported Splunk Cloud Platform Supported Show More Integrations View All 21 Integrations
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