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, health, shipping, confidence, and then adoption as a tie-breaker.
| # | Tool | Health | Shipping | Openness | Stars | Score | Status |
|---|---|---|---|---|---|---|---|
| 01 | Grafana Open-source observability platform | 100 | 100 | Open core | 74.4k | 100 | Active |
| 02 | Metabase Open-source business intelligence | 100 | 100 | Open core | 47.7k | 100 | Active |
| 03 | WrenAI Open-source text-to-SQL and text-to-chart GenBI agent with a semantic layer. | 98 | 98 | License unknown | 15.5k | 99 | Active |
| 04 | thunderbird-android Thunderbird for Android – Open Source Email App for Android (fka K-9 Mail) | 93 | 100 | OSI-approved OSS | 13.6k | 96 | Active |
| 05 | SQLRooms Building blocks for React data analytics apps powered by DuckDB-WASM. | 86 | 93 | OSI-approved OSS | 430 | 91 | Active |
| 06 | DecisionBox AI platform that connects to a data warehouse, runs autonomous SQL agents, and surfaces validated insights and recommendations. | 83 | 95 | OSI-approved OSS | 85 | 91 | Active |
| 07 | bagofwords Chat with your data - with memory, rules, and observability built in. Deploy in 2 minutes | 81 | 95 | OSI-approved OSS | 442 | 90 | Active |
| 08 | DataEase Open-source business intelligence and data visualization platform. | 87 | 87 | OSI-approved OSS | 24k | 88 | 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/ | 90 | 65 | OSI-approved OSS | 2.9k | 85 | Active |
| 10 | Mito Jupyter extensions that help you write code faster: Context aware AI Chat, Autocomplete, and Spreadsheet | 76 | 75 | OSI-approved OSS | 2.6k | 82 | Active |
| 11 | MetricFlow MetricFlow allows you to define, build, and maintain metrics in code. | 81 | 58 | OSI-approved OSS | 1.6k | 79 | Active |
| 12 | OWOX Data Marts Open-Source Self-Service Analytics Platform | 72 | 69 | License unknown | 222 | 78 | Warning |
| 13 | LiftShift Analyze workout logs with interactive charts and performance insights. | 68 | 72 | OSI-approved OSS | 444 | 75 | Warning |
| 14 | Seal Report Open-source database reporting and dashboard tool for .NET. | 70 | 49 | OSI-approved OSS | 1.6k | 69 | Warning |
| 15 | Green-AI AI-powered waste-to-energy platform with real-time monitoring, predictive analytics, and community engagement. | 62 | 63 | License unknown | 12 | 68 | Warning |
| 16 | TerriaJS Web-based geospatial data platform framework. | 71 | 34 | OSI-approved OSS | 1.3k | 65 | Warning |
| 17 | PsiLabs Open-source platform for testing, training, and analyzing intuition, perception, and unusual human performance claims. | 54 | 58 | License unknown | 0 | 62 | Warning |
| 18 | DevImpact Platform to compare developers by real impact in open source. | 57 | 52 | OSI-approved OSS | 14 | 61 | Warning |
| 19 | DataLens Open-source analytics and business intelligence system. | 67 | 28 | OSI-approved OSS | 1.7k | 58 | Warning |
| 20 | Middleware ✨ Open-source DORA metrics platform for engineering teams ✨ | 62 | 0 | OSI-approved OSS | 1.6k | 49 | Warning |
| 21 | DataVyn Open-source AI platform that transforms raw data into visual insights. | 43 | 7 | OSI-approved OSS | 19 | 43 | Critical |
| 22 | Auto Analyst Open-source AI-powered data science platform. | 44 | 7 | OSI-approved OSS | 697 | 41 | Critical |
| 23 | MedgeClaw Open-source AI research assistant for biomedical workflows with a real-time dashboard. | 41 | 7 | License unknown | 653 | 40 | Critical |
| 24 | DataGear Open-source data visualization and dashboard platform. | 46 | 0 | OSI-approved OSS | 1.7k | 38 | Critical |
| 25 | AI Analyst Open-source AI analyst for CSV analysis and interactive charts. | 33 | 0 | OSI-approved OSS | 374 | 37 | Critical |
| 26 | PandasAI Chat with your database or your datalake (SQL, CSV, parquet). PandasAI makes data analysis conversational using LLMs and RAG. | 33 | 0 | OSI-approved OSS | 23.6k | 33 | Critical |
| 27 | Rocket BI Open-source self-service BI platform for SQL data sources. | 33 | 0 | OSI-approved OSS | 118 | 33 | Critical |
| 28 | CursorLens Open-source dashboard for Cursor.sh IDE. | 28 | 0 | OSI-approved OSS | 400 | 33 | Critical |
| 29 | MetriQL Headless business intelligence suite | 28 | 0 | OSI-approved OSS | 328 | 31 | Critical |
| 30 | MLCraft Low-code metrics layer, alternative to Looker | 28 | 0 | OSI-approved OSS | 619 | 31 | Critical |