LookerAgentic business intelligence and embedded analytics on Google Cloud
vs
Roo CodeThe cloud coding agent you actually own.
Comparison · AI Coding Assistants · weekly run Nov 3
Looker vs Roo Code
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 Coding Assistants: it has a visibility score of 8.3 versus 0 for Roo Code.
Choose Looker if…
- You want the brand AI engines rank higher (8.3 vs 0)
- You need SOC 2 or ISO 27001 or FedRAMP or HIPAA coverage
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
Choose Roo Code if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Looker | Roo Code |
|---|---|---|
| Visibility score | 8.3% | 0% |
| Change vs last week | New | New |
| Rank in AI Coding Assistants | #11 | #46 |
| Share of voice | 3.2% | 0% |
| Mentions this run | 17 | 0 |
| Positive in AI answers | 30% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Looker 0pp · Roo Code 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
LookerRoo Code
Head to head in AI answers
0 engine answers name both brands
0Looker ranked higher
0Roo Code ranked higher
Features, pricing & fit
| Dimension | Looker | Roo Code |
|---|---|---|
| Deployment | Google Cloud | Self-hosted on your own infrastructure or as an isolated single-tenant deployment |
| Compliance | SOC 2, ISO 27001, FedRAMP, HIPAA | — |
| Headquarters | — | San Rafael, CA |
| Funding | Series E · $280M raised | Seed |
| Best for | — | Engineering teams that want autonomous coding with source, prompts and workflow kept visible and under their control, and individual developers who want a cloud agent they own |
Pros and cons
Themes from the AI answers that mention each brand
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
Roo Code
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Looker vs Roo Code”, https://slateindex.ai/compare/looker-vs-roo-code, data of Nov 3, 2026. Licence: CC BY 4.0.