Fastify
Sequelize
DataboxAgentic analytics platform for you and your agents.
+2Data & analytics
BI & dashboards: the tech stack of 40 real products
Dashboards, reporting and querying business data, including AI data analysts.
What sets them apart
Picks at least twice as common here as among products overall, in decisions at least 10 of them show.
The typical stack
The leading pick where at least 8 of them show the decision and the leader has at least a quarter of it.
| Decision | Most common pick | Share | At default usage |
|---|---|---|---|
| Database | DuckDB | 13 of 30 · 43% | — |
| Frontend Framework |  React | 13 of 27 · 48% | — |
| LLM API | OpenAI API | 18 of 21 · 86% | $10/mo · GPT-6 Luna |
| Transactional Email |  Resend | 9 of 16 · 56% | $20/mo · Pro 50k |
| Backend Framework |  FastAPI | 6 of 12 · 50% | — |
| Hosting |  Amazon Web Services | 4 of 12 · 33% | $17/mo · Pay as you go (Lambda + EC2 t4g.small) |
| Payments |  Stripe | 11 of 12 · 92% | fees on revenue · $410 on $10,000/mo |
| Database Access & ORMs |  SQLAlchemy | 5 of 8 · 63% | — |
| Product Analytics |  PostHog | 7 of 8 · 88% | $0/mo · Pay-as-you-go |
Monthly bills add up to about $47 at the calculators' default usage, list prices; fees on revenue (Stripe) come on top. Set your own usage →
What they chose, decision by decision
Among the BI & dashboards that show each choice, from makers' products and open-source code alike.
Small samples, fewer than 8 products: AI SDK & Agent Framework (LangChain 4, LlamaIndex 1) · Authentication (Auth0 2, Auth.js 2) · Web Analytics (Vercel Web Analytics 2, Plausible Analytics 1) · Lifecycle Email (Loops 5) · File Storage (Amazon S3 2, Vercel Blob 1) · Vector Database (Chroma 3, pgvector 2) · AI App Builders (Lovable 2, v0 1) · Error Monitoring (Sentry 3)
BI & dashboards we track
31 makers' products and 9 open-source projects. Makers' products first.
DataboxAgentic analytics platform for you and your agents.+2
BasedashBusiness intelligence tool that connects to a company's data and builds charts and dashboards from natural-language questions instead of SQL.
+1
BricksAI tool that turns spreadsheets and other data into dashboards and reports, for people without BI expertise.
+1
Basejump AIChat with your database. Reliably.
EvidenceBusiness intelligence as code
Upsolve AIAnalytics platform for deploying AI data agents that query, chart and explain a company's data.
BaselightThe data layer for humans & AI
DataberryTrack all your business data in a single dashboard
Dreambase.comFully integrated analytics from Supabase. Free to use.
Overflow AI Turn questions about your donations into advanced insights
Supaboard AIBusiness intelligence tool where teams ask questions about their company data in plain English instead of writing SQL. Connects to many data sources and applies company-defined business logic to its answers.
Ada.imThe world's first AI Data Analyst
DatazipRun ad-hoc queries in 30 seconds
DGiThe most reliable AI data analyst.
Fabi.aiThe AI Business Intelligence platform
SherloqCollaborative AI Repository for SQL users
Airbook AICursor for Analytics
EntendoTurn plain-language questions into live chart & analysis
GraphyGraphy is a tool for turning data into charts and sharing them with a team.
MRRTrackerTrack MRR progress instantly on your macOS toolbar.
Banyan AI LiteAI detecting & preventing SaaS churn
DataGemsUnlock the stories hidden in your marketing data
EqualsEquals is a spreadsheet connected to live data from Stripe, Salesforce, HubSpot and SQL databases. SaaS teams use it to build and automate business reports.
+10
+10
+6
+4
+2
+14
+13
+7
