DataRobotThe platform enterprises trust to build, operate, and govern their agents.
vs
LookerAgentic business intelligence and embedded analytics on Google Cloud
Comparison · AI Agents · weekly run Nov 3
DataRobot vs Looker
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Looker is the stronger AI pick in AI Agents: it has a visibility score of 10.4 versus 1.2 for DataRobot.
Choose DataRobot if…
- You need a self-hosted or on-premises option
- You need SOC 2 Type II coverage
- Automated machine learning (AutoML) capabilities
- Robust enterprise monitoring and governance features
Choose Looker if…
- You want the brand AI engines rank higher (10.4 vs 1.2)
- AI answers describe it more positively (30% vs 27% positive)
- You need SOC 2 or FedRAMP coverage
- Governed semantic layer and metric consistency
AI visibility side by side
Latest weekly run · Nov 3
| Metric | DataRobot | Looker |
|---|---|---|
| Visibility score | 1.2% | 10.4% |
| Change vs last week | New | New |
| Rank in AI Agents | #55 | #13 |
| Share of voice | 0.1% | 2.5% |
| Mentions this run | 1 | 17 |
| Positive in AI answers | 27% | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
DataRobot 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
DataRobotLooker
Head to head in AI answers
0 engine answers name both brands
0DataRobot ranked higher
0Looker ranked higher
Features, pricing & fit
| Dimension | DataRobot | Looker |
|---|---|---|
| Deployment | Cloud, hybrid, on-premises, and air-gapped environments | Google Cloud |
| Compliance | ISO 27001, SOC 2 Type II, HIPAA | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Support | Online documentation, Support center | — |
| Founded | 2012 | — |
| Headquarters | Boston, Massachusetts, USA | — |
| Employees | 501–1,000 | — |
| Funding | Corporate minority round (SBI Holdings) | Series E · $280M raised |
| Best for | Large enterprises in regulated industries that need to take agentic AI from pilot into production. | — |
Pros and cons
Themes from the AI answers that mention each brand
DataRobot
- Automated machine learning (AutoML) capabilities
- Robust enterprise monitoring and governance features
- Good fit for governed AutoML in regulated industries
- Analyst-friendly workflows for business users
- Free trial available
- Steep platform fees that scale aggressively
Looker
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
- Developer-centric data modeling via LookML
- Around 4.5 out of 5 stars on Gartner Peer Insights
- Quote-only enterprise pricing starting above $60,000 a year
- Poor fit for NoSQL-heavy data stacks or standalone embedded needs
- Less suited to teams using macOS without virtual machines
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “DataRobot vs Looker”, https://slateindex.ai/compare/datarobot-vs-looker, data of Nov 3, 2026. Licence: CC BY 4.0.