DataRobot vs Looker AI

Comprehensive side-by-side comparison — features, pricing, performance, and more.

Data last refreshed August 2026
DataRobot logo

DataRobot

DataRobot, Inc.

Unified Agent Workforce Platform for Enterprise

Enterprise
79% verification coverage
VS
Looker AI logo

Looker AI

Google

Agentic BI platform for organizations

Enterprise
77% verification coverage

Trust & Reliability

DataRobot

Uptime:99.96%Status page
Users:<1K
Customers (per vendor):Chevron, Freddie Mac, FordDirect +7
GDPR
SOC 2
HIPAA

Looker AI

Customers (per vendor):PayPal, Intel, Thomson Reuters +3
GDPR
SOC 2
HIPAA

Overall Winner: DataRobot

6.7/10 vs Looker AI at 5.8/10

Leads in:
Integration
Customization
Performance

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

AI Comparison Summary

DataRobot

6.7

avg score

Looker AI

5.8

avg score

DataRobot leads overall — particularly in Customization and Integration and 1 more.

Looker AI has an edge in Support.

Based on 6 dimensions

Scores are AI-estimated from publicly available data — not an independent test or a verified user rating. How we rank →

Overall Winner

DataRobot

6.7 / 10

DataRobot

Best For
Enterprise IT teams integrating AI agents into existing infrastructure
Large organizations seeking to unify complex AI environments
Financial services firms deploying credit and risk agents
Life sciences companies deploying industry-specific AI agents

Looker AI

Best For
Organizations seeking to unify data and generate insights at scale
Businesses needing embedded analytics in their applications
Enterprise teams modernizing their BI stack
Data scientists and analysts leveraging Google Cloud infrastructure

* Verdict is based on our algorithmic scoring of publicly available data. Learn about our methodology

DataRobot is best for

🔍Research7.0🎧Customer Support7.0📊Data & Analytics6.6

Looker AI is best for

🎨Image & Design9.0💻Coding & Dev8.0📊Data & Analytics6.8

Filter by your use case:

Limitations

DataRobotDataRobot

Cons

No cons listed yet.

Looker AILooker AI

Cons

  • Pricing is custom and requires contacting sales
  • Requires integration with Google Cloud products for full functionality
Weighted Score — Adjust What Matters to You

Pick a profile or drag sliders — scores and radar update instantly on the right.

Quick profiles:

Ease of Use5
Customization5
Support5
Integration5
Compliance & Data Protection5
Performance5
Planning Quality5

Dimension Comparison

Ease of UseCustomizationSupportIntegrationCompliancePerformancePlanning

DataRobot

6.7

/ 10

Your pick

Looker AI

5.8

/ 10

Dimension Breakdown

Ease of Use

AI

How intuitive is onboarding, UI navigation, and day-to-day usage for the target audience?

DataRobot
3.0
Looker AI
3.0

Customization

Calculated

How much can users tailor workflows, settings, prompts, or outputs to their needs?

DataRobot
8.0▲ +2.0
Looker AI
6.0

Support

AI

How strong is the documentation, customer support, community, and learning resources?

DataRobot
4.0
Looker AI
6.0▲ +2.0

Integration

Calculated

How well does it connect with other tools, APIs, and workflows?

DataRobot
10.0▲ +3.0
Looker AI
7.0

Compliance & Data Protection

Calculated

Compliance certifications and data-protection posture, counted from ten verified signals: SOC 2 Type II, GDPR compliance, HIPAA, WCAG AA/AAA, PII redaction, licensed-only training, a published sub-processor list, a downloadable DPA, not training on user data, and a documented deletion path

DataRobot
7.0
Looker AI
8.0▲ +1.0

Performance

Calculated

Latency + throughput speed

DataRobot
8.0▲ +3.0
Looker AI
5.0

Planning Quality

Calculated

Multi-step planning depth + replanning capability

DataRobot
—
Looker AI
—

Calculated = derived from structured signals (integration count, API/open-source config, compliance certs, response-time). AI = LLM-assessed from public website content. Methodology

Task Performance

DataRobot

Task

Looker AI

6.0
Data Visualization
9.0
5.0
Natural Language Queries
8.0
5.0
Dashboard Creation
9.0
6.0
Data Cleaning
4.0
9.0
Predictive Analytics
4.0
7.0
Automated Insights
7.0
7.0
Data Integration
9.0
6.0
Report Generation
8.0
7.0
Anomaly Detection
5.0
6.0
Collaboration Sharing
8.0

* Task scores (1–10) are algorithmically generated from publicly available data.

Data is sourced from public information and vendor websites. It may not always be up-to-date — verify pricing and features directly with the vendor before purchasing.Report inaccuracy

Frequently Asked Questions

What are the main differences between DataRobot and Looker AI?
DataRobot — "Unified Agent Workforce Platform for Enterprise". Looker AI — "Agentic BI platform for organizations". The Features section on this page compares them side by side.
Who is DataRobot best for compared with Looker AI?
DataRobot is best for Enterprise IT teams integrating AI agents into existing infrastructure; and for Large organizations seeking to unify complex AI environments. Looker AI is best for Organizations seeking to unify data and generate insights at scale; and for Businesses needing embedded analytics in their applications.
How does the pricing of DataRobot compare with Looker AI?
DataRobot is enterprise-priced (custom quote). Looker AI is enterprise-priced (custom quote), includes a free plan. Always verify current pricing with the vendor.
Does DataRobot or Looker AI have a free plan?
DataRobot does not list a free plan in our data. Looker AI has a free plan. Always verify current pricing with the vendor.
Do DataRobot and Looker AI offer an API?
DataRobot offers a public API. Looker AI offers a public API.

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