Evidence

Name: Evidence
Price: 15.00 USD
Author: Evidence Technologies

Open Source

Open-source framework for building data products with SQL.

Evidence Technologies17 views0 comparisons

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About Evidence

Evidence is an open-source framework that enables data practitioners to build high-quality, version-controlled data products using only Markdown and SQL. By treating reports as code, it allows developers to maintain professional documentation while integrating live data directly into their workflows. Unlike traditional drag-and-drop business intelligence tools, Evidence prioritizes reproducibility and software engineering best practices. It is designed for data teams who prefer writing code over configuring complex visual interfaces, ensuring that analytical outputs remain consistent, scalable, and easily maintainable within existing version control systems.

Type:SaaS

API:Available

Source:Open Source

Pros & Cons

Pros

Enables version control for reports using Git workflows.
Allows developers to build reports using familiar SQL and Markdown.
Produces high-quality, professional-grade document outputs.
Supports complex data transformations directly within the framework.
Eliminates the need for proprietary drag-and-drop dashboard builders.

Cons

Requires proficiency in SQL and basic coding concepts.
Lacks a visual interface for non-technical business users.
Deployment requires infrastructure management compared to SaaS BI tools.
Limited library of pre-built interactive widgets.

Who Is This For?

Best For

Data Engineers

They can manage reports as code and integrate them into CI/CD pipelines.

Analytics Engineers

It allows for complex data modeling and transformation directly within the reporting layer.

Software Developers

The framework fits perfectly into existing developer workflows and version control systems.

Not Ideal For

Business Analysts

The lack of a no-code visual interface makes it difficult for non-technical users to create reports.

AI Alternatives to Evidence

AI-powered tools that can replace or augment Evidence

Lightdash

AI-integrated BI platform that replaces Evidence for building developer-centric data reports and dashboards with SQL.

Open-source BI that turns your dbt project into a full-stack BI.

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Hex

AI-powered collaborative data workspace that replaces Evidence for building interactive data products and reports using SQL and Python.

Collaborative data workspace

70% match

IndustriesData & Analytics Software Development

CategoriesBusiness Intelligence

Pricing

Evidence operates as an open-source framework, offering a free, self-hosted version that provides significant value for teams prioritizing transparency and infrastructure control over proprietary SaaS costs.