EvidenceBusiness intelligence as code: build polished data products with SQL and markdown
vs
StreamlitA faster way to build and share data apps
Comparison · Business Intelligence · weekly run Nov 2
Evidence 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 0.4 for Evidence.
Choose Evidence if…
- You need SOC 2 coverage
- Strong review evidence
Choose Streamlit if…
- You want the brand AI engines rank higher (1.7 vs 0.4)
- 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 | Evidence | Streamlit |
|---|---|---|
| Visibility score | 0.4% | 1.7% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #35 | #26 |
| Share of voice | 0.2% | 0.4% |
| Mentions this run | 1 | 2 |
| Positive in AI answers | 0% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Evidence 0pp · Streamlit 0pp over 0 weekly runs.
Engine by engine
Streamlit leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
EvidenceStreamlit
Head to head in AI answers
0 engine answers name both brands
0Evidence ranked higher
0Streamlit ranked higher
Features, pricing & fit
| Dimension | Evidence | Streamlit |
|---|---|---|
| Pricing model | Flat tiers | — |
| Entry price | $2,500 / mo | — |
| Free plan | No · 30-day trial | — |
| Deployment | Managed Evidence Cloud, or deployed on the customer's own infrastructure | Run locally, on Streamlit Community Cloud, or on Snowflake |
| Compliance | SOC 2 | SOC 2 Type 1 |
| Support | Private Slack or Teams support, Dedicated training and support on Enterprise | Documentation, Community forum |
| Founded | 2021 | — |
| Headquarters | Toronto, Ontario, Canada | — |
| Employees | 1–10 | — |
| Funding | Seed · $2M raised | Series B · $62M raised |
| Best for | Developers and data teams comfortable with SQL and Markdown | 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
Evidence
- Strong review evidence
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, “Evidence vs Streamlit”, https://slateindex.ai/compare/evidence-vs-streamlit, data of Nov 2, 2026. Licence: CC BY 4.0.