Data integration (ETL / ELT) Category leader
Airbyte
Open-source data movement platform with 700+ connectors
Key features
- Prebuilt connectors
- Warehouse destinations
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Data & analytics.
BI & dashboards 6Product analytics 6Web analytics 6Data integration (ETL / ELT) 5Cloud data warehouse 5Data catalog & governance 6
Data catalog & governance Category leader
Alation
Data catalog with lineage, search and trust flags for analytics teams
Key features
- Automated data discovery
- Column-level lineage
- Data quality monitoring
- Business glossary
- Data search
Product analytics Category leader
Amplitude
Product analytics with replay, experiments and guides in one platform
Key features
- Event tracking
- Funnel analysis
- Retention and cohorts
- Session replay
- Autocapture
- Behavioral segmentation
Data catalog & governance Category leader
Atlan
Active metadata catalog with lineage and governance for data teams
Key features
- Automated data discovery
- Column-level lineage
- Business glossary
- Access policies
- Data search
BI & dashboards Rising
Basedash
AI-native analytics with embedded dashboards and a managed warehouse
Key features
- Data source connectors
- Scheduled reports and alerts
- Embedded analytics
- Row-level security
Cloud data warehouse Rising
ClickHouse Cloud
Managed ClickHouse for real-time analytics
Key features
- SQL querying
- Separate storage and compute
- Pay-per-use pricing
Data catalog & governance Rising
Collate
Managed platform built on the open-source OpenMetadata catalog
Key features
- Column-level lineage
- Data quality monitoring
Data catalog & governance Category leader
Collibra
Enterprise data and AI governance platform with catalog and quality
Key features
- Automated data discovery
- Data quality monitoring
- Business glossary
- Access policies
- Data search
Data catalog & governance Rising
DataHub
Open-source metadata platform with managed DataHub Cloud
Key features
- Data quality monitoring
- Data search
Cloud data warehouse Category leader
Databricks
Lakehouse platform with SQL warehouses, notebooks and ML
Key features
- SQL querying
- Fine-grained access control
Data integration (ETL / ELT) Rising
Estuary
Real-time and batch data pipelines with change data capture
Key features
- Prebuilt connectors
- Reverse ETL
BI & dashboards Rising
Evidence
BI as code: dashboards written in Markdown and SQL
Key features
- Scheduled reports and alerts
- Embedded analytics
- Row-level security
Data integration (ETL / ELT) Category leader
Fivetran
Managed data movement from 900+ sources into your warehouse or lake
Key features
- Prebuilt connectors
- Warehouse destinations
- Reverse ETL
Web analytics Category leader
Google Analytics
Free website and app analytics from Google
Cloud data warehouse Category leader
Google BigQuery
Serverless data warehouse on Google Cloud
Key features
- SQL querying
- Separate storage and compute
- Fine-grained access control
Data integration (ETL / ELT) Category leader
Hevo Data
No-code ELT pipelines with built-in transformations
Key features
- Prebuilt connectors
- Automated schema handling
- Warehouse destinations
- Sync monitoring and alerts
Web analytics Rising
Litlyx
Web analytics with an AI assistant
Key features
- Goal and conversion tracking
- Custom event tracking
Web analytics Category leader
Matomo
Open-source web analytics, cloud or self-hosted
Key features
- Traffic source reporting
- Goal and conversion tracking
- Cookie-free tracking
- Real-time view
BI & dashboards Category leader
Metabase
Open-source BI with a visual query builder and SQL
Key features
- Data source connectors
- Scheduled reports and alerts
- Embedded analytics
BI & dashboards Category leader
Microsoft Power BI
Microsoft's BI tool for interactive reports and dashboards
Key features
- Data source connectors
- Interactive dashboards
- Embedded analytics
Product analytics Rising
Mitzu
Warehouse-native product analytics you can query in plain language
Key features
- Funnel analysis
- Retention and cohorts
- Behavioral segmentation
Product analytics Category leader
Mixpanel
Event-based product analytics with funnels, retention and session replay
Key features
- Event tracking
- Funnel analysis
- Retention and cohorts
- Session replay
- Autocapture
- Behavioral segmentation
Cloud data warehouse Rising
MotherDuck
Serverless data warehouse built on DuckDB
Key features
- SQL querying
- Separate storage and compute
- Pay-per-use pricing
BI & dashboards Rising
Omni
AI analytics on a shared semantic model
Key features
- Data source connectors
- Embedded analytics
Product analytics Rising
OpenPanel
Open-source product and web analytics, self-hostable or cloud
Key features
- Event tracking
- Funnel analysis
- Retention and cohorts
- Session replay
Product analytics Category leader
Pendo
Product analytics, in-app guides, surveys and session replay
Key features
- Event tracking
- Session replay
Web analytics
Plausible Analytics
Simple, privacy-friendly website analytics
Key features
- Traffic source reporting
- Goal and conversion tracking
- Cookie-free tracking
- Real-time view
- Custom event tracking
- Campaign tracking
Product analytics Category leader
PostHog
Product analytics, session replay and feature flags
Key features
- Event tracking
- Funnel analysis
- Retention and cohorts
- Session replay
- Autocapture
- Behavioral segmentation
Web analytics Rising
Rybbit
Open-source, cookieless web and product analytics
Key features
- Traffic source reporting
- Goal and conversion tracking
- Cookie-free tracking
- Real-time view
- Custom event tracking
- Campaign tracking
Data catalog & governance Rising
Secoda
AI-powered data catalog, lineage and governance in one platform
Key features
- Data quality monitoring
- Business glossary
- Access policies
- Data search
Cloud data warehouse Category leader
Snowflake
Cloud data platform for analytics, AI and data sharing
Key features
- SQL querying
- Separate storage and compute
- Semi-structured data support
- Secure data sharing
Data integration (ETL / ELT) Rising
Streamkap
Streaming change data capture for warehouses and real-time apps
Key features
- Prebuilt connectors
- Automated schema handling
- Sync monitoring and alerts
Web analytics Rising
Umami
Open-source, cookie-free website analytics
Key features
- Traffic source reporting
- Goal and conversion tracking
- Cookie-free tracking
- Custom event tracking
- Campaign tracking
BI & dashboards Category leader
Zoho Analytics
Self-service BI and reporting with 500+ data sources
Key features
- Data source connectors
- Embedded analytics
- Row-level security
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