# Middleware vs Shaper — Fit & Features

Canonical: https://trutool.co/compare/middleware-vs-shaper
Author: Yash (https://trutool.co/authors/yash)

Compare Middleware and Shaper by use case, features, limitations, and evaluation questions.

## Compare fit, features, and limitations

### Middleware
Middleware helps engineering teams measure productivity, track key metrics, and streamline software delivery out of the box with a platform that is meant to be adoption friendly from top to bottom of the org.
Best fit: People and teams evaluating analytics & product intelligence for a specific workflow.
- Core product workflow
Before you choose: Test a representative task, inspect outputs, and confirm integrations, permissions, data handling, licensing, and current costs.
Pricing: https://middlewarehq.com/pricing
- [Read Middleware profile](https://trutool.co/tools/middleware): Read Middleware profile

### Shaper
Shaper is an open source, minimal data platform to create analytics dashboards and embed them into your software.
Best fit: People and teams evaluating analytics & product intelligence for a specific workflow.
- Analysis workflows
- Data workflows
Before you choose: Test a representative task, inspect outputs, and confirm integrations, permissions, data handling, licensing, and current costs.
Pricing: https://taleshape.com/shaper/docs/
- [Read Shaper profile](https://trutool.co/tools/shaper): Read Shaper profile