Streamlit alternatives: top competitors compared
Named alongside Streamlit
MetabaseBest forTeams that want self-service analytics without relying on engineers, and software companies that need to embed analytics in their product100% of Streamlit answersPlotlyBest forData science, engineering and analytics teams that build internal data apps and dashboards in Python100% of Streamlit answersMicrosoft Power BI50% of Streamlit answersTableau50% of Streamlit answers
Data from SlateIndex weekly runs
Streamlit has a visibility score of 1.7 in Business Intelligence, #26 of 47. AI answers that name Streamlit most often also name these 4.
Quick reference
| Alternative | Best for | Starting price | Visibility | Key differentiator |
|---|---|---|---|---|
| Metabase | Teams that want self-service analytics without relying on engineers, and software companies that need to embed analytics in their product | Free; paid from $100 per seat / mo | 21.7% | Open source analytics with a governed semantic layer and AI answers whose underlying query can be inspected |
| Plotly | Data science, engineering and analytics teams that build internal data apps and dashboards in Python | Free; paid from $29 per seat / mo | 3% | Code-backed analytics: every step of an app is backed by Python code that users can inspect and verify |
| Microsoft Power BI | — | — | 74.2% | — |
| Tableau | — | — | 55.2% | — |
Alternative 1
Metabase vs Streamlit →Metabase
Metabase suits teams that want self-service analytics without relying on engineers, and software companies that need to embed analytics in their product.
Quick facts
- Free; paid from $100 per seat / mo · per seat
- Free plan available
- 21.7% visibility score · #5 in Business Intelligence
- 237+ native integrations
Key features
- Metabase Business Intelligence — Self-service dashboards, reporting, alerts and a query builder for internal teams, with an open source self-hosted option and Metabase Cloud.
- Metabase Embedded Analytics — Embedded dashboards, visualizations and self-serve reporting for SaaS apps, with multi-tenant data segregation and an embedding SDK.
- Metabot — AI assistant that answers natural-language questions about connected data and can be reached through the MCP server.
- Data Studio — Semantic layer for curating canonical tables, trusted metrics and vetted data sources for people and AI.
Metabase vs Streamlit
| Dimension | Metabase | Streamlit |
|---|---|---|
| Visibility score | 21.7% | 1.7% |
| Pricing model | Per seat | — |
| Entry price | Free; paid from $100 per seat / mo | — |
| Free plan | Yes | — |
| Trial | Free plan available | — |
Pros
- Free open-source edition for self-hosting
- Easy to deploy and user-friendly
- No-code visual builder and SQL for non-technical users
- Affordable, low-cost BI
- Best default starting point for startups and small teams
Cons
- Self-hosting means handling hosting, security, backups and updates yourself
- Extra token-based AI or custom usage fees on top of plans
Alternative 2
Plotly vs Streamlit →Plotly
Plotly suits data science, engineering and analytics teams that build internal data apps and dashboards in Python.
Quick facts
- Free; paid from $29 per seat / mo · per seat
- Free plan available
- 3% visibility score · #21 in Business Intelligence
Key features
- Plotly Studio — Agentic data analytics product that builds interactive Plotly graphs and Dash apps from natural language, with code you can verify.
- Plotly Cloud — Managed SaaS platform for publishing and managing Dash and Plotly Studio apps, with built-in login and authentication.
- Dash Enterprise — Self-hosted platform for managing and sharing Dash and Studio apps behind a firewall, deployable on Kubernetes.
- Dash — Open-source Python framework for interactive data apps and dashboards, with no HTML, CSS or JavaScript required.
Plotly vs Streamlit
| Dimension | Plotly | Streamlit |
|---|---|---|
| Visibility score | 3% | 1.7% |
| Pricing model | Per seat | — |
| Entry price | Free; paid from $29 per seat / mo | — |
| Free plan | Yes | — |
| Trial | Free plan available | — |
Alternative 3
Microsoft Power BI vs Streamlit →Microsoft Power BI
Microsoft Power BI is ranked #1 in Business Intelligence.
Quick facts
- Pricing not available
- 74.2% visibility score · #1 in Business Intelligence
Key features
- Power BI Desktop — Desktop-based interface for building reports.
- Power BI Service — Cloud-based BI service for publishing and sharing reports.
- Power BI Mobile Apps — Mobile apps for viewing Power BI content.
- Power BI Gateway — Connects the Power BI service to on-premises data.
Microsoft Power BI vs Streamlit
| Dimension | Microsoft Power BI | Streamlit |
|---|---|---|
| Visibility score | 74.2% | 1.7% |
| Pricing model | — | — |
| Entry price | — | — |
| Free plan | — | — |
| Trial | — | — |
Pros
- Dominant market leader in BI adoption
- Cost-effective, affordable pricing
- Strong fit for Microsoft 365, Azure, and Excel users
- Strong reporting and data connections
- High review score and broad review volume
Cons
- Sharing and team collaboration need a paid license
Alternative 4
Tableau vs Streamlit →Tableau
Tableau is ranked #2 in Business Intelligence.
Quick facts
- Pricing not available
- 55.2% visibility score · #2 in Business Intelligence
Key features
- Tableau Desktop — Desktop product in the Tableau line.
- Tableau Server — Server product in the Tableau line, offered on-premises.
- Tableau Prep Builder — Data preparation product in the Tableau line.
- Tableau Cloud — Fully managed SaaS option that runs on Salesforce Hyperforce.
Tableau vs Streamlit
| Dimension | Tableau | Streamlit |
|---|---|---|
| Visibility score | 55.2% | 1.7% |
| Pricing model | — | — |
| Entry price | — | — |
| Free plan | — | — |
| Trial | — | — |
Pros
- Deep visual analytics and interactive visualization
- Market-leading visualization and exploration
- Flexible connections to many data sources
- Strong visual analysis for dashboards and storytelling
- High user ratings and large community
Cons
- Requires disciplined data prep underneath
- Enterprise tiers can get complex and costly
How to choose
Match the pricing model to your cost driver: headcount, usage or features.
| Platform | Pricing model | Starting price |
|---|---|---|
| Streamlit | — | — |
| Metabase | Per seat | Free; paid from $100 per seat / mo |
| Plotly | Per seat | Free; paid from $29 per seat / mo |
| Microsoft Power BI | — | — |
| Tableau | — | — |
More alternatives
Ranked by how often AI answers name them alongside Streamlit in the latest weekly run.