Exploring Evidence.dev, Redash & Visivo

Evidence.dev vs. Redash vs. Visivo

Compare key features, capabilities, and differentiators between Evidence.dev, Redash, Visivo. This comprehensive analysis will help you make an informed decision for your data visualization needs.

Quick Comparison

Key features and capabilities at a glance

FeatureEvidence.devRedashVisivo
Deployment ModelSelf-host (static site), Self-host (server), Vercel/Netlify deploymentSelf-host (open-source), Docker deployment, Community cloud forksOpen-source, Cloud Service, Self-hosted
PricingOpen-source (MIT); free to use. New hosted service as of fall 2024 (can also deploy on Vercel, Netlify, etc.)Open-source (BSD 2-Clause); acquired by Databricks, maintained community version.Open source (GPL-3.0)
Cost$$$
Git Integration
CI/CD & Testing
Real-time
AI Features
Visual to Code
DAG-Based

Target Users & Use-Cases

Each BI tool is designed with specific user personas in mind.

Evidence.dev

Analytics engineersData-savvy users who prefer code/markdown workflowEngineers & Academics

Redash

SQL analystsData engineersTechnical teams needing quick dashboards

Visivo

Analytics EngineersData teamsBusiness usersEngineers

Ease of Development & Deployment

Development experience directly impacts team productivity and time-to-value.

Evidence.dev

3/5

Redash

2/5

Visivo

5/5

Key Integrations & Ecosystem

A robust ecosystem of integrations is essential for modern BI tools.

Evidence.dev

SQL databases via JDBC/ODBCdbt metadata integrationStatic site deployment platforms

Redash

SQL and NoSQL databasesAPI-based data sourcesSimple query runner architecture

Visivo

dbt coreAll major databasesCustom connector frameworkSlack for alertsGithub

Visualization Capabilities

The ability to create compelling visualizations is key to data storytelling.

Evidence.dev

Reports built as Markdown with embedded SQL and charts. Outputs static HTML dashboards. Customization via editing Markdown/HTML/CSS; not a point-and-click UI.

Redash

Very basic visualizations: each query can be visualized as a table, chart (line, bar, pie, scatter) or pivot. Limited formatting options. Dashboards are grids of query results visualizations and text. Suited for lightweight reporting.

Visivo

Highly custom UI with easy defaults

Detailed Differentiators

Each platform's unique strengths and limitations.

Evidence.dev

+ Write dashboards as code – lightweight, reproducible, easily integrated with dbt pipelines. Great for data narratives that combine text, data, and charts.
Static output means no ad-hoc drilling by end users; requires comfort with writing Markdown/SQL.

Redash

Light footprint, easy to deploy. Great for engineers to quickly share SQL results with team (share link to dashboard).
Minimal feature set by modern standards: no semantic layer, weak visualization variety, and no fine-grained permissions (all users can see all queries by default in OSS). The project has slowed development (Databricks shifted focus).

Visivo

BI-as-code approach enables version control, collaboration, and CI/CD workflows. DAG-based architecture provides powerful data transformation capabilities and dependency management. Seamless visual-to-code workflow allows both technical and non-technical users to build dashboards effectively.
Requires understanding of data concepts; not a pure drag-and-drop tool like Tableau. Initial setup requires technical knowledge for optimal configuration.

Security & Architecture

Critical considerations for enterprise deployments.

Evidence.dev

DB Access: Queries run at build time (or page load if in server mode); not needed for end viewer (static pages). Virtualization: By nature, it materializes results into the page (no live DB query once published). Push: Yes – essentially a push of data into static site. Other: No runtime user management (pages are static); security depends on where you host (you wouldn't include sensitive data in a public build).

Redash

DB Access: Yes, stores DB credentials and queries the source directly for each refresh. Virtualization: No – it's a thin layer over the DB. Push: No, only pull (with caching of recent results). Other: Basic user roles; can embed visualizations via public URLs (security relies on random tokens). Lacks advanced security features like row-level controls.

Visivo

No db access required. Very strong security features due to the DAG-based access controls and the push based deployment model.

Why Visivo Stands Out

While each platform has its strengths, Visivo offers unique advantages for modern data teams.

DAG-Based Architecture for complex data transformations
Visual to Human-readable Code conversion
Multiple development approaches for all skill levels
AI-Powered dashboard creation
Full Git integration and version control
Open-source with enterprise features

Ready to Experience Modern BI?

Try Visivo today and see how it transforms your data analytics workflow.

$ curl -fsSL https://visivo.sh | bash
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Jared Jesionek (co-founder)
Jared Jesionek (co-founder)
Jared Jesionek (co-founder)
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How can I help? This connects to our slack so I'll respond real quickly 😄
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