Pathway vs. Upsolver 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 Upsolver makes it incredibly simple to build a governed data lake and to manage, integrate and prepare streaming data for analysis. Define pipelines using only SQL on auto-generated schema-on-read. Easy visual IDE to accelerate building pipelines. Add Upserts and Deletes to data lake tables. Blend streaming and large-scale batch data. Automated schema evolution and reprocessing from previous state. Automatic orchestration of pipelines (no DAGs). Fully-managed execution at scale. Strong consistency guarantee over object storage. Near-zero maintenance overhead for analytics-ready data. Built-in hygiene for data lake tables including columnar formats, partitioning, compaction and vacuuming. 100,000 events per second (billions daily) at low cost. Continuous lock-free compaction to avoid “small files” problem. Parquet-based tables for fast queries.
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 Companies interested in a low-code data pipeline platform
Support Phone Support Not Supported 24/7 Live Support 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 No information available. Free Version Supported Free Trial Not Supported	Pricing No information available. 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 Not Supported
Company Information Pathway Founded: 2020 France pathway.com	Company Information Upsolver Founded: 2014 Israel www.upsolver.com
Alternatives Spark Streaming Apache Software Foundation	Alternatives Qlik Compose Qlik
Google Cloud Dataflow Google	Lyftrondata
Arroyo	IBM StreamSets IBM
Spring Cloud Data Flow Spring	Fivetran
LakeSail View All	Qlik Data Integration Qlik View All
Categories Artificial Intelligence Supported Event Stream Processing Supported Logistics Supported Machine Learning Supported Retrieval-Augmented Generation (RAG) Supported	Categories Big Data Supported Data Integration Supported Data Lake Supported Data Mining Supported Data Pipeline Supported Data Preparation Supported Event Stream Processing 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 Big Data Features Collaboration Not Supported Data Blends Supported Data Cleansing Supported Data Mining Supported Data Visualization Not Supported Data Warehousing Not Supported High Volume Processing Supported No-Code Sandbox Supported Predictive Analytics Not Supported Templates Not Supported
Integrations AWS IoT SiteWise Not Supported Amazon S3 Supported Apache Kafka Supported Eco Not Supported Hive Not Supported Micromerce Not Supported MongoDB Supported MySQL Supported PostgreSQL Supported PuppyGraph Not Supported Python Supported Rust Supported Tangentia TiA Gateway Supported Show More Integrations View All 8 Integrations	Integrations AWS IoT SiteWise Supported Amazon S3 Not Supported Apache Kafka Not Supported Eco Supported Hive Supported Micromerce Supported MongoDB Not Supported MySQL Not Supported PostgreSQL Not Supported PuppyGraph Supported Python Not Supported Rust Not Supported Tangentia TiA Gateway Not Supported Show More Integrations View All 5 Integrations
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