TrainML
MLOps Platforms
GPU cloud platform for training, deploying, and serving ML models.
PriceUsage-based
Curated software listings.
MLOps Platforms
GPU cloud platform for training, deploying, and serving ML models.
PriceUsage-based

Customer Data Platforms
RudderStack provides open-source customer data infrastructure for collecting, routing, and activating event data with warehouse-first architecture.
Price$265+ / month
Starting price: above the category median.
Data Pipeline Orchestration
Modern data orchestration platform combining lineage, alerting, and pipeline management in a single control plane.
Price$150+ / seat / month
Starting price: above the category median.
Data Sharing Platforms
Serverless data collaboration platform using distributed ledgers across clouds. Enables real-time B2B data sharing without ETL.
PriceUsage-based

Data Warehouse Platforms
Cloud data warehouse platform by Sisense automating data ingestion, storage, and query optimization.
Price$1,558+ / month
Price position: above this category's displayed range.
Vector Databases
Open-source serverless vector database built on Lance columnar format for multimodal AI applications.
Price$30+ / month
Starting price: below the category median.
Web Scraping Platforms
Enterprise web data extraction platform turning websites into structured datasets for business teams.
Price$299+ / month
Starting price: above the category median.
Data Transformation
Data transformation tool enabling analytics engineers to transform data in-warehouse using SQL and version control.
Price$100+ / seat / month
Starting price: at the category median.
Data Integration Platforms
Industrial DataOps software that models, standardizes, and distributes OT data to IT systems. Built for the unified namespace architecture pattern.
Price$1,541.67+ / month
Price position: above this category's displayed range.
Real-Time Data Sync
Real-time streaming ETL platform using CDC and Kafka under the hood. Serves Snowflake, BigQuery, Databricks, and more.
Price$500+ / month
Starting price: above the category median.
Machine Learning Platforms
Open-source analytics platform for creating data science workflows with visual programming and ML capabilities.
Price$19+ / month
Starting price: below the category median.Database Management
Universal database tool supporting all popular databases with SQL editor, data viewer, and ER diagrams for developers and DBAs.
Price$9.17+ / month
Price position: below this category's displayed range.
Data Pipeline Tools
Low-code data pipeline platform (formerly Xplenty) for ETL, ELT, reverse ETL, and data observability.
Price$1,999+ / month
Price position: above this category's displayed range.AI Knowledge Management
An open-source AI platform for knowledge work. Connect your apps, find answers, and get work done.
Price$25 / month
Price position: below the category median.
Vector Databases
Turbopuffer is a retrieval and vector database platform designed for high-scale search, embeddings, and AI application data access patterns.
Price$16 / month
Price position: below the category median.Log Analytics Platforms
Hydrolix helps teams ingest, retain, and analyze high-volume streaming data for observability, security, and analytics workloads.
PriceUsage-based

Data Lakehouse Platforms
Managed lakehouse platform built on Apache Hudi providing automated table management and optimization.
PriceUsage-based
Database Management
Open source relational database management system by Oracle for web-based applications and embedded use.
Price$445.83+ / month
Starting price: above the category median.