GrafanaFull-stack observability for the agentic era
vs
StreamlitA faster way to build and share data apps
Comparison · Business Intelligence · weekly run Nov 2
Grafana vs Streamlit
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Streamlit is the stronger AI pick in Business Intelligence: it has a visibility score of 1.7 versus 0 for Grafana.
Choose Grafana if…
- You need FedRAMP or NATSEC100 or PCI DSS or SOC 2 Type II or GDPR or ISO 27001 or CSA STAR coverage
- Permanent free tier
- Open, composable, flexible platform
- Strong open-source, Prometheus and OpenTelemetry support
Choose Streamlit if…
- You want the brand AI engines rank higher (1.7 vs 0)
- You need SOC 2 Type 1 coverage
- Lets developers build interactive dashboards directly in Python
- Commonly used with Jupyter Notebooks and visualization libraries
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Grafana | Streamlit |
|---|---|---|
| Visibility score | 0% | 1.7% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #44 | #26 |
| Share of voice | 0% | 0.4% |
| Mentions this run | 0 | 2 |
| Positive in AI answers | 46% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Grafana 0pp · Streamlit 0pp over 0 weekly runs.
Engine by engine
Streamlit leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
GrafanaStreamlit
Head to head in AI answers
0 engine answers name both brands
0Grafana ranked higher
0Streamlit ranked higher
Features, pricing & fit
| Dimension | Grafana | Streamlit |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | Free; paid from $19 / mo | — |
| Free plan | Yes | — |
| Deployment | Fully managed Grafana Cloud on Public Cloud, Federal Cloud or Bring Your Own Cloud, plus self-managed Grafana Enterprise | Run locally, on Streamlit Community Cloud, or on Snowflake |
| Compliance | FedRAMP, NATSEC100, PCI DSS, SOC 2 Type II, GDPR, ISO 27001, CSA STAR | SOC 2 Type 1 |
| Support | Community support (Free plan), 8x5 email support (Pro plan), Premium support (Enterprise plan) | Documentation, Community forum |
| Founded | 2014 | — |
| Headquarters | New York, NY | — |
| Employees | 1,001–5,000 | — |
| Funding | Series E · $1100M raised | Series B · $62M raised |
| Best for | Teams that want open-standard observability without lock-in, from startups to Fortune 500 enterprises | Data scientists and AI/ML engineers who want to turn Python scripts into shareable web apps. |
Plans side by side
Streamlit
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Grafana
- Permanent free tier
- Open, composable, flexible platform
- Strong open-source, Prometheus and OpenTelemetry support
- Cost-effective, good value
- Managed hosting
- Complex multi-dimensional usage-based billing
- Self-hosting demands significant engineering maintenance
- Capped free-tier limits
Streamlit
- Lets developers build interactive dashboards directly in Python
- Commonly used with Jupyter Notebooks and visualization libraries
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Grafana vs Streamlit”, https://slateindex.ai/compare/grafana-vs-streamlit, data of Nov 2, 2026. Licence: CC BY 4.0.