Skip to content

Panoply

  • Guides
  • Directory
  • Blog
  • About
Home » Tools

All categories

Every tool in the directory, grouped by what it does in the stack.

Activate

1 category
Reverse ETL and activation
Reverse ETL and activation 1 tool

AI data stack

4 categories
Feature stores
Feature stores 0 tools
LLM observability and evaluation
LLM observability and evaluation 0 tools
MLOps platforms
MLOps platforms 0 tools
Vector databases
Vector databases 0 tools

Analyze

1 category
BI and analytics
BI and analytics 2 tools

Move data

2 categories
Ingestion and ELT
Ingestion and ELT 4 tools
Streaming and CDC
Streaming and CDC 0 tools

Store

1 category
Warehouses and lakehouses
Warehouses and lakehouses 3 tools

Transform and orchestrate

3 categories
Orchestration
Orchestration 2 tools
Semantic layers
Semantic layers 0 tools
Transformation
Transformation 1 tool

Trust

2 categories
Catalogs and governance
Catalogs and governance 0 tools
Observability and quality
Observability and quality 1 tool
Panoply

An independent map of the modern data stack: one honest page per tool, real prices from the vendors' own pages, and the original Panoply guides and articles.

Directory

  • Browse all categories
  • Warehouses and lakehouses
  • Ingestion and ELT
  • BI and analytics

The archive

  • Blog
  • Data Warehouse Guide
  • Building an Analytics Stack
  • Shopify Analytics Guide
  • Glossary

About

  • About the site
  • Privacy Policy
  • Terms of Use
London, United Kingdom
hello@lumination.ai
© 2026 Panoply. Published by Lumination AI Limited.