Exploring Rill Data, Redash & Visivo

Rill Data Vs. Redash Vs. Visivo

In this article, we'll compare the key features, capabilities, and differentiators between Rill Data, Redash, Visivo. This comprehensive comparison will help you make an informed decision about which platform best suits your data visualization and analytics needs.

Quick Comparison

A high-level overview of key features and capabilities across these BI tools. This comparison helps you quickly identify which platform best matches your needs.

FeatureRill DataRedashVisivo
Deployment ModelCloud service (Managed)Self-host (open-source), Docker deployment, Community cloud forksOpen-source, Cloud Service, Self-hosted
PricingCloud Team plan >$250/mo - Pay by GB of data in dashboards after 1st 10GBOpen-source (BSD 2-Clause); acquired by Databricks, maintained community version.Open source (GPL-3.0)
Cost$$$$$
Git Integration✔️✔️
CI/CD & Testing✔️
Real-time
AI✔️
Visual to Code✔️✔️
DAG-Based✔️

Deployment & Pricing

Understanding the deployment options and pricing structure is crucial for making an informed decision. Here's how each platform handles deployment and what you can expect in terms of costs.

ToolDeployment ModelPricingCost
Rill DataCloud service (Managed)Cloud Team plan >$250/mo - Pay by GB of data in dashboards after 1st 10GB$$$
RedashSelf-host (open-source), Docker deployment, Community cloud forksOpen-source (BSD 2-Clause); acquired by Databricks, maintained community version.$
VisivoOpen-source, Cloud Service, Self-hostedOpen source (GPL-3.0)$

Target Users & Use-Cases

Each BI tool is designed with specific user personas in mind. Understanding the target audience helps ensure you choose a platform that aligns with your team's skills and needs.

Rill Data

Operations TeamsAnalytics Engineers

Redash

SQL analystsData engineersTechnical teams needing quick dashboards

Visivo

Analytics EngineersData teamsBusiness usersEngineers

Ease of Development & Deployment

The development experience can significantly impact your team's productivity. This section compares how easy it is to build, deploy, and maintain dashboards in each platform.

Rill Data

Redash

Visivo

Key Integrations & Ecosystem

A robust ecosystem of integrations is essential for modern BI tools. Here's how each platform connects with other tools in your data stack.

Rill Data

Integrates with data lakes (Parquet/CSV) and DBs via importSlack integration for alertsCustom Code Based Integration

Redash

SQL and NoSQL databasesAPI-based data sourcesSimple query runner architecture

Visivo

dbt coreAll major databasesCustom connector frameworkSlack for alertsGithub

AI & Advanced Features

Artificial intelligence is transforming how we interact with data. Compare the AI capabilities and advanced features offered by each platform.

ToolAI Features
Rill Data
Redash
Visivo✔️

Visualization Capabilities

The ability to create compelling and insightful visualizations is a key differentiator between BI tools. Here's how each platform handles data visualization.

Rill Data

Focus on metrics dashboards; limited chart types optimized for fast slice-and-dice; styling is opinionated (less custom code)

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 has its own strengths and weaknesses. Here's a detailed breakdown of what sets each tool apart, including both advantages and limitations.

Rill Data

+ Embedded DuckDB engine – co-locates data & compute for speed. True 'metrics store' approach (define metrics once) for consistency.
− Still maturing feature set; requires data to be loaded into Rill, and fewer visualization options than full BI suites.

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

Security and architecture are critical considerations for enterprise deployments. Here's how each platform handles data security and system architecture.

Rill Data

DB Access: Not required at runtime (data is ingested into Rill's engine) – queries run in-memory. Virtualization: Data stays in engine (no live DB hits). Push: Data must be loaded (push ETL to Rill). Security: Supports read-only embedded DB; role-based dashboard access (authentication via service).

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 that make it an excellent choice for modern data teams.

  • DAG-Based Architecture: Enables complex data transformations and dependencies
  • Visual to Human-readable Code: Seamlessly switch between visual and code-based development
  • Ease of Development: Multiple approaches to build for both technical and non-technical users
  • AI-Powered Development: Leverage AI to accelerate dashboard creation
  • Git Integration: Full version control and collaboration capabilities

Ready to experience the power of modern BI? Try Visivo today and see how it compares to other tools in your stack.

$ 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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