DatabricksUnified data, analytics and AI platform on an open lakehouse
vs
ZohoCloud software suite for businesses
Comparison · Business Intelligence · weekly run Nov 2
Databricks vs Zoho
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Zoho is the stronger AI pick in Business Intelligence: it has a visibility score of 20.9 versus 4.3 for Databricks, and ranks ahead in 25% of the answers that name both.
Choose Databricks if…
- You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 3 coverage
- Lakehouse architecture combining data warehousing with data lake flexibility
- Strong for machine learning, AI, and data engineering workloads
- Top customer satisfaction ratings alongside Snowflake
Choose Zoho if…
- You want the brand AI engines rank higher (20.9 vs 4.3)
- AI answers describe it more positively (50% vs 35% positive)
- You need ISO/IEC 27001 or ISO/IEC 27017 or ISO/IEC 27018 coverage
- Strong value for money and low cost
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Databricks | Zoho |
|---|---|---|
| Visibility score | 4.3% | 20.9% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #18 | #6 |
| Share of voice | 1.6% | 5.8% |
| Mentions this run | 8 | 31 |
| Positive in AI answers | 35% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Databricks 0pp · Zoho 0pp over 0 weekly runs.
Engine by engine
Zoho leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
DatabricksZoho
Head to head in AI answers
4 engine answers name both brands
3Databricks ranked higher
1Zoho ranked higher
| Prompt | Engine | Databricks | Zoho |
|---|---|---|---|
| What features matter most in a business intelligence tool? | Perplexity | #4 | #2 |
| What are the best Business Intelligence tools in 2026? | ChatGPT | #8 | #10 |
| Best business intelligence tool with AI features | AI Mode | #3 | #5 |
| Which Business Intelligence vendors do analysts recommend? | ChatGPT | #9 | #16 |
Features, pricing & fit
| Dimension | Databricks | Zoho |
|---|---|---|
| Deployment | Available across all major cloud providers | Cloud (SaaS) |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3 | ISO/IEC 27001, ISO/IEC 27017, ISO/IEC 27018, SOC 2 Type II |
| Support | Technical support on request, Technical documentation | — |
| Founded | 2013 | 1996 |
| Headquarters | San Francisco, CA | Chennai, Tamil Nadu, India |
| Employees | 5,000+ | 5,000+ |
| Funding | Round at $60B valuation, including secondary sale | Bootstrapped |
| Best for | Data engineering, data science, analytics and AI teams at startups and global enterprises | Businesses of all sizes, from startups to enterprises, wanting one suite for sales, support, finance and HR |
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
Zoho
- Strong value for money and low cost
- Free tier for small teams
- Broad functionality and integrated app ecosystem
- Good customization options
- Scales well as businesses grow
- Less premium user experience
- Pricing varies dramatically across products
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Databricks vs Zoho”, https://slateindex.ai/compare/databricks-vs-zoho, data of Nov 2, 2026. Licence: CC BY 4.0.