Google Looker vs Trellis Comparison: Reviews, Features, Pricing & Alternatives in 2026

Detailed side-by-side comparison to help you choose the right solution for your team

Updated Apr 2026 8 min read

Google Looker

0.0 (0 reviews)

Google Looker is a modern business intelligence and data modeling platform that helps you explore, analyze, and share real-time business insights through a unified, governed data layer.

Starting at Free
Free Trial 30 days
VS

Trellis

0.0 (0 reviews)

Trellis is a legal research and analytics platform that provides access to state trial court records and judicial data to help you build stronger litigation strategies.

Starting at $99/mo
Free Trial 14 days

Quick Comparison

Feature Google Looker Trellis
Website looker.google.com trellis.law
Pricing Model Custom Subscription
Starting Price Free $99/month
FREE Trial ✓ 30 days free trial ✓ 14 days free trial
Free Plan ✓ Has free plan ✘ No free plan
Product Demo ✓ Request demo here ✓ Request demo here
Deployment cloud mobile cloud mobile
Integrations Slack Salesforce Google BigQuery Snowflake Amazon Redshift Microsoft Azure SQL Zendesk HubSpot Google Drive Segment
Target Users mid-market enterprise small-business mid-market enterprise
Target Industries legal
Customer Count 0 0
Founded Year 2012 2018
Headquarters Santa Cruz, USA Los Angeles, USA

Overview

G

Google Looker

Looker is a powerful data platform that changes how you access and use your company's information. Instead of relying on static reports, you can explore live data directly from your database using a centralized modeling language called LookML. This ensures everyone in your organization works from a single version of the truth, whether you are building complex visualizations or embedding analytics into your own custom applications.

You can create interactive dashboards that allow team members to drill down into specific metrics without needing technical expertise. The platform integrates deeply with Google Cloud but remains flexible enough to connect with various SQL databases across different cloud environments. It is designed for data-driven organizations that need to scale their analytics capabilities while maintaining strict governance and security over their data assets.

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Trellis

Trellis gives you a window into state trial courts, providing access to millions of searchable court documents, dockets, and judicial rulings. Instead of guessing how a judge might rule, you can analyze their past decisions and track how similar cases have performed in specific jurisdictions. This helps you move beyond high-level legal theory into the practical reality of how local courts operate daily.

You can use the platform to research opposing counsel, vet expert witnesses, and monitor new litigation filings in real-time. By surfacing data that was previously trapped in fragmented county systems, Trellis allows you to draft more persuasive motions and make data-driven decisions about whether to settle or head to trial. It is designed primarily for litigators, paralegals, and legal researchers at firms of all sizes.

Overview

G

Google Looker Features

  • LookML Modeling Define your business logic once in a centralized layer so every user gets consistent, accurate results across all reports.
  • Embedded Analytics Inject powerful charts and data explorations directly into your own customer-facing applications or internal tools using flexible APIs.
  • Real-time Dashboards Build interactive visual displays that update instantly as your database changes, giving you a live pulse on your business.
  • Data Actions Take immediate action on insights by sending data directly to tools like Slack, Salesforce, or Zendesk from your dashboard.
  • Multi-cloud Flexibility Connect to multiple SQL databases across AWS, Azure, or Google Cloud without moving your data from its original home.
  • Looker Studio Integration Combine the governed data of Looker with the easy drag-and-drop report building of Looker Studio for faster sharing.
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Trellis Features

  • Smart Search. Search across millions of state trial court documents, including motions, orders, and final judgments, using simple keywords or phrases.
  • Judicial Analytics. View detailed biographies and ruling histories for judges to understand their tendencies and how they typically handle specific motions.
  • Opposing Counsel Research. Analyze the track record of opposing attorneys to see their experience with similar cases and identify their common legal strategies.
  • Legal Alerts. Stay informed with automated notifications whenever new documents are filed in cases or jurisdictions you are currently tracking.
  • Expert Witness Vetting. Review past testimony and court appearances of expert witnesses to prepare more effective cross-examinations or verify their credentials.
  • Document Downloads. Access and download original court PDFs directly from the platform to use as exhibits or templates for your own filings.

Pricing Comparison

G

Google Looker Pricing

Looker (Google Cloud Core) Free
$0
  • 1 user included
  • Google Cloud console access
  • Looker Studio integration
  • Basic data modeling
  • Community support
T

Trellis Pricing

Professional
$99
  • Unlimited searching
  • Judicial analytics
  • Opposing counsel research
  • State trial court coverage
  • Email alerts
  • Document previews

Pros & Cons

M

Google Looker

Pros

  • Centralized data modeling ensures consistent metrics across teams
  • Powerful drill-down capabilities for deep data exploration
  • Excellent integration with the Google Cloud ecosystem
  • Highly customizable for developers using LookML

Cons

  • Steep learning curve for mastering LookML syntax
  • Pricing can be high for smaller organizations
  • Requires a clean underlying database for best performance
A

Trellis

Pros

  • Access to hard-to-find state trial court documents
  • Intuitive search interface similar to modern search engines
  • Valuable insights into specific judge ruling patterns
  • Saves hours of manual searching on county websites

Cons

  • Coverage varies significantly by state and county
  • Monthly subscription cost is high for solo practitioners
  • Occasional delays in updating the most recent dockets
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