Looker vs Trino: Analytics Comparison (2026)

An independent side-by-side comparison of Looker and Trino for analytics buyers — pricing, features, integrations, and how often each is cited by major AI engines.

AI Citation Scorecard

How often each is cited by major AI engines when buyers ask analytics questions. Last 90 days across ChatGPT, Perplexity, Gemini, Claude, and Copilot.

Too early to call — probes still building data.
ChatGPT
Looker
4 / 103 probes
4%
Poor
Trino
Tracking…
No data yet
Perplexity
Looker
0 / 104 probes
0%
Invisible
Trino
Tracking…
No data yet
Gemini
Looker
0 / 103 probes
0%
Invisible
Trino
Tracking…
No data yet
Claude
Looker
5 / 104 probes
5%
Poor
Trino
Tracking…
No data yet
Copilot
Looker
5 / 586 probes
1%
Poor
Trino
Tracking…
No data yet
Scale:NoneLowFairStrongExcellent

Probes run hourly; each (engine × query) combo retests every ~3 days.

Pricing

Looker
Starting price
—
Free tier
Yes
looker.com ↗
Trino
Starting price
—
Free tier
—
trino.io ↗

Key Features

Looker
  • ✓LookML for SQL-based modeling
  • ✓Integration with Data Studio
  • ✓Cloud infrastructure on Google Cloud
  • ✓Prebuilt and custom integrations
Trino

Feature data is being indexed.

When to choose Looker

Choose Looker if your team prioritizes its strengths over Trino's. Full guidance populates as Looker's feature data is indexed.

When to choose Trino

Choose Trino if your team prioritizes its strengths over Looker's. Full guidance populates as Trino's feature data is indexed.

AI visibility profiles

Is one of these your brand?

Get the full report by email: every analytics buyer question we ask, which engines name you, and who gets named instead.

Looker

looker.com

Trino

trino.io

Free check

Check any brand's AI visibility — free

We ask the buyer questions in this market across ChatGPT, Claude, Gemini, Perplexity and Copilot, and show you who gets named.

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