Data & Analytics
BI & Dashboards
Business intelligence, dashboards, reporting, and analytics workspaces.
Best BI & Dashboards tools by public signals
These picks are computed from scored public evidence. Use the openness column in the ranking to separate OSI-approved, source-available, open-core, proprietary, and unverified-license tools.
Use Case Rankings
Ordered by ToolVitals score, then health, shipping, confidence, GitHub stars, and name.
| # | Tool | Health | Shipping | Openness | Stars | Score | Status |
|---|---|---|---|---|---|---|---|
| 01 | Lightdash Self-serve BI to 10x your data team ⚡️ | 98 | 99 | OSI-approved OSS | 6.1k | 99 | Active |
| 02 | Apache Superset Apache Superset is a Data Visualization and Data Exploration Platform | 98 | 98 | OSI-approved OSS | 74.7k | 98 | Active |
| 03 | Metabase Open-source business intelligence | 98 | 98 | Open core | 49.2k | 98 | Active |
| 04 | Nao 👾 nao is an open source analytics agent. (1) Create context with nao-core cli, (2) deploy nao chat interface for everyone | 97 | 96 | OSI-approved OSS | 1.6k | 96 | Active |
| 05 | Rill The fastest business intelligence tool for humans and agents. | 96 | 96 | OSI-approved OSS | 2.9k | 96 | Active |
| 06 | Dash Open-source Python framework for building data apps and dashboards. | 96 | 95 | OSI-approved OSS | 24.4k | 95 | Active |
| 07 | SQLRooms Building blocks for React data analytics apps powered by DuckDB-WASM. | 96 | 95 | OSI-approved OSS | 503 | 95 | Active |
| 08 | DataEase Open-source business intelligence and data visualization platform. | 96 | 94 | OSI-approved OSS | 24.4k | 95 | Active |
| 09 | Deepnote Deepnote is a drop-in replacement for Jupyter with an AI-first design, sleek UI, new blocks, and native data integrations. Use Python, R, and SQL locally in your favorite IDE, then scale to Deepnote cloud for real-time collaboration, Deepnote agent, and deployable data apps. https://deepnote.com/ | 93 | 91 | OSI-approved OSS | 3k | 92 | Active |
| 10 | TerriaJS Web-based geospatial data platform framework. | 90 | 85 | OSI-approved OSS | 1.4k | 88 | Active |
| 11 | MetricFlow MetricFlow allows you to define, build, and maintain metrics in code. | 89 | 85 | OSI-approved OSS | 1.8k | 88 | Active |
| 12 | DecisionBox AI platform that connects to a data warehouse, runs autonomous SQL agents, and surfaces validated insights and recommendations. | 87 | 89 | OSI-approved OSS | 91 | 88 | Active |
| 13 | Seal Report Open-source database reporting and dashboard tool for .NET. | 83 | 88 | OSI-approved OSS | 1.6k | 85 | Active |
| 14 | DevImpact Platform to compare developers by real impact in open source. | 87 | 80 | OSI-approved OSS | 24 | 84 | Active |
| 15 | LiftShift Analyze workout logs with interactive charts and performance insights. | 82 | 83 | OSI-approved OSS | 514 | 83 | Active |
| 16 | DeepAnalyze DeepAnalyze is the first agentic LLM for autonomous data science. 🎈你的AI数据分析师，自动分析大量数据，一键生成专业分析报告！ | 82 | 76 | OSI-approved OSS | 4.6k | 80 | Active |
| 17 | Redash Make Your Company Data Driven. Connect to any data source, easily visualize, dashboard and share your data. | 75 | 60 | OSI-approved OSS | 28.8k | 69 | Warning |
| 18 | Evidence Business intelligence as code: build fast, interactive data visualizations in SQL and markdown | 70 | 52 | OSI-approved OSS | 6.9k | 63 | Warning |
| 19 | Graphic Walker An open source alternative to Tableau. Embeddable visual analytic | 66 | 54 | OSI-approved OSS | 3.2k | 61 | Warning |
| 20 | JSON Crack ✨ Innovative and open-source visualization application that transforms various data formats, such as JSON, YAML, XML and CSV into interactive graphs. | 65 | 48 | OSI-approved OSS | 44.4k | 58 | Warning |
| 21 | DataGear Open-source data visualization and dashboard platform. | 59 | 32 | OSI-approved OSS | 1.7k | 48 | Warning |
| 22 | DataLens Open-source analytics and business intelligence system. | 52 | 30 | OSI-approved OSS | 1.7k | 43 | Warning |
| 23 | Quary Open-source BI for engineers | 52 | 27 | OSI-approved OSS | 2.4k | 42 | Warning |
| 24 | AI Analyst Open-source AI analyst for CSV analysis and interactive charts. | 50 | 30 | OSI-approved OSS | 381 | 42 | Warning |
| 25 | Auto Analyst Open-source AI-powered data science platform. | 48 | 29 | OSI-approved OSS | 708 | 40 | Critical |
| 26 | Middleware ✨ Open-source DORA metrics platform for engineering teams ✨ | 40 | 14 | OSI-approved OSS | 1.6k | 30 | Critical |
| 27 | RAWGraphs A web interface to create custom vector-based visualizations on top of RAWGraphs core | 30 | 0 | OSI-approved OSS | 9k | 18 | Critical |
| 28 | Mito Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet | 26 | 4 | OSI-approved OSS | 2.6k | 17 | Critical |
| 29 | Preswald Preswald is a WASM packager for Python-based interactive data apps: bundle full complex data workflows, particularly visualizations, into single files, runnable completely in-browser, using Pyodide, DuckDB, Pandas, and Plotly, Matplotlib, etc. Build dashboards, reports, and notebooks that run offline, load fast, and share like a document. | 17 | 0 | OSI-approved OSS | 4.3k | 10 | Critical |
| 30 | DataVyn Open-source AI platform that transforms raw data into visual insights. | 11 | 0 | OSI-approved OSS | 23 | 7 | Critical |
Not Scored
Tracked for context, but excluded from rankings because comparable open/source-visible evidence is unavailable.
Chartbrew
Open-source reporting platform to build and share live dashboards from APIs, SQL and NoSQL databases, with powerful AI assistant, scheduling, and embeddable charts 📈📊
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.Cube
📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.Green-AI
AI-powered waste-to-energy platform with real-time monitoring, predictive analytics, and community engagement.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.OWOX Data Marts
Open-Source Self-Service Analytics Platform
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.PsiLabs
Open-source platform for testing, training, and analyzing intuition, perception, and unusual human performance claims.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.WrenAI
Open-source text-to-SQL and text-to-chart GenBI agent with a semantic layer.
ToolVitals does not score proprietary or unknown-license tools because their public source evidence is not comparable to open/source-visible projects.