DatabricksUnified data, analytics and AI platform on an open lakehouse
vs
GumloopBuild AI agents for work
Comparison · AI Agents · weekly run Nov 3
Databricks vs Gumloop
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Gumloop is the stronger AI pick in AI Agents: it has a visibility score of 4.9 versus 3 for Databricks.
Choose Databricks if…
- AI answers describe it more positively (35% vs 33% positive)
- You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 27701 or SOC 1 or SOC 3 coverage
- You prefer a larger, established vendor (5,000+ employees)
- Lakehouse architecture combining data warehousing with data lake flexibility
Choose Gumloop if…
- You want the brand AI engines rank higher (4.9 vs 3)
- You need GDPR coverage
- visual node-based canvas for chaining AI agents
- web scraping and data extraction capabilities
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Databricks | Gumloop |
|---|---|---|
| Visibility score | 3% | 4.9% |
| Change vs last week | New | New |
| Rank in AI Agents | #30 | #24 |
| Share of voice | 0.9% | 1.6% |
| Mentions this run | 6 | 10 |
| Positive in AI answers | 35% | 33% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Databricks 0pp · Gumloop 0pp over 0 weekly runs.
Engine by engine
Gumloop leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
DatabricksGumloop
Head to head in AI answers
0 engine answers name both brands
0Databricks ranked higher
0Gumloop ranked higher
Features, pricing & fit
| Dimension | Databricks | Gumloop |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | $37 / mo |
| Free plan | — | No · 14-day trial |
| Deployment | Available across all major cloud providers | Cloud-based, with VPC deployment inside a customer's AWS, Azure or Google Cloud environment. |
| Integrations | — | 400+ |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 27701, SOC 1, SOC 2 Type II, SOC 3 | SOC 2 Type II, GDPR |
| Support | Technical support on request, Technical documentation | Email support, Dedicated Slack support on Enterprise, Gumloop University, Embedded Gumloop Expert on Enterprise |
| Founded | 2013 | 2023 |
| Headquarters | San Francisco, CA | San Francisco, CA |
| Employees | 5,000+ | 11–50 |
| Funding | Round at $60B valuation, including secondary sale | Series B · $70M raised |
| Best for | Data engineering, data science, analytics and AI teams at startups and global enterprises | Companies whose non-technical teams want to build their own agents while IT keeps control of access and spend. |
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
Gumloop
- visual node-based canvas for chaining AI agents
- web scraping and data extraction capabilities
- 14-day trial offered
- suggested as a starting option for teams without engineering capacity
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Databricks vs Gumloop”, https://slateindex.ai/compare/databricks-vs-gumloop, data of Nov 3, 2026. Licence: CC BY 4.0.