DatabricksUnified data, analytics and AI platform on an open lakehouse
vs
EvidenceBusiness intelligence as code: build polished data products with SQL and markdown
Comparison · Business Intelligence · weekly run Nov 2
Databricks vs Evidence
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Databricks is the stronger AI pick in Business Intelligence: it has a visibility score of 4.3 versus 0.4 for Evidence.
Choose Databricks if…
- You want the brand AI engines rank higher (4.3 vs 0.4)
- AI answers describe it more positively (35% vs 0% positive)
- You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 2 Type II or SOC 3 coverage
- You prefer a larger, established vendor (5,000+ employees)
Choose Evidence if…
- You need SOC 2 coverage
- Strong review evidence
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Databricks | Evidence |
|---|---|---|
| Visibility score | 4.3% | 0.4% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #18 | #35 |
| Share of voice | 1.6% | 0.2% |
| Mentions this run | 8 | 1 |
| Positive in AI answers | 35% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Databricks 0pp · Evidence 0pp over 0 weekly runs.
Engine by engine
Databricks leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
DatabricksEvidence
Head to head in AI answers
0 engine answers name both brands
0Databricks ranked higher
0Evidence ranked higher
Features, pricing & fit
| Dimension | Databricks | Evidence |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | $2,500 / mo |
| Free plan | — | No · 30-day trial |
| Deployment | Available across all major cloud providers | Managed Evidence Cloud, or deployed on the customer's own infrastructure |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3 | SOC 2 |
| Support | Technical support on request, Technical documentation | Private Slack or Teams support, Dedicated training and support on Enterprise |
| Founded | 2013 | 2021 |
| Headquarters | San Francisco, CA | Toronto, Ontario, Canada |
| Employees | 5,000+ | 1–10 |
| Funding | Round at $60B valuation, including secondary sale | Seed · $2M raised |
| Best for | Data engineering, data science, analytics and AI teams at startups and global enterprises | Developers and data teams comfortable with SQL and Markdown |
Plans side by side
Databricks
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Databricks
- Lakehouse architecture combining data warehousing with data lake flexibility
- Strong for machine learning, AI, and data engineering workloads
- Top customer satisfaction ratings alongside Snowflake
- Free trial and free Edition for learning
- Discounts for annual prepaid commitments
- Complex consumption-based pricing with no single fixed price
- Best only when ML, Spark, or Python skills are central to the team
Evidence
- Strong review evidence
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Databricks vs Evidence”, https://slateindex.ai/compare/databricks-vs-evidence, data of Nov 2, 2026. Licence: CC BY 4.0.