Google Looker vs Granular 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

Granular

0.0 (0 reviews)

Granular is a comprehensive farm management software providing field-level insights, financial tracking, and agronomic data to help you increase profitability and streamline your entire large-scale farming operation.

Starting at --
Free Trial NO FREE TRIAL

Quick Comparison

Feature Google Looker Granular
Website looker.google.com granular.ag
Pricing Model Custom Custom
Starting Price Free Custom Pricing
FREE Trial ✓ 30 days free trial ✘ No free trial
Free Plan ✓ Has free plan ✘ No free plan
Product Demo ✓ Request demo here ✓ Request demo here
Deployment cloud mobile saas mobile
Integrations Slack Salesforce Google BigQuery Snowflake Amazon Redshift Microsoft Azure SQL Zendesk HubSpot Google Drive Segment John Deere Operations Center Case IH AFS Connect New Holland PLM Connect QuickBooks Corteva Fields Satellite Imagery Climate FieldView
Target Users mid-market enterprise mid-market enterprise
Target Industries agriculture
Customer Count 0 0
Founded Year 2012 2014
Headquarters Santa Cruz, USA San Francisco, 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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Granular

Granular helps you run your farm like a professional business by connecting your field data with your financial bottom line. You can manage your entire operation from a single platform, allowing you to track inputs, monitor field activities, and analyze harvest results in real-time. By integrating agronomic insights with detailed cost accounting, you can see exactly which fields are performing best and where you can improve your margins.

The platform is designed specifically for large-scale commercial farming operations that need to coordinate teams across thousands of acres. You can assign tasks to your crew, track equipment locations, and manage grain inventory from your office or the cab of a tractor. It simplifies complex record-keeping so you can make data-driven decisions about land leases, crop insurance, and input purchases throughout the growing season.

Overview

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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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Granular Features

  • Field-Level Profitability. Track your exact cost of production for every acre so you know precisely which fields are making you money.
  • Work Management. Assign tasks to your team and monitor progress in real-time to ensure every job is completed correctly and on schedule.
  • Inventory Tracking. Manage your seed, chemical, and fertilizer stocks automatically to prevent shortages and reduce waste during busy seasons.
  • Mobile Data Entry. Record activities directly from the field using native mobile apps that sync instantly with your office records.
  • Satellite Imagery. Monitor crop health throughout the season with high-resolution frequency to identify and address issues before they impact yield.
  • Financial Reporting. Generate detailed P&L statements and balance sheets tailored for agriculture to simplify your conversations with lenders.
  • Machine Integrations. Wirelessy sync data from John Deere, Case IH, and other major equipment brands to eliminate manual data entry.
  • Land Management. Organize your lease agreements and landowner communications in one place to maintain stronger professional relationships.

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
G

Granular Pricing

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

Granular

Pros

  • Excellent integration with major equipment brands like John Deere
  • Detailed financial tracking provides true cost-of-production insights
  • Mobile app is reliable for operators in the field
  • Strong customer success support during the onboarding process
  • Consolidates multiple spreadsheets into one centralized system

Cons

  • Significant time investment required for initial data setup
  • Higher price point compared to basic mapping tools
  • Advanced features may be overkill for smaller farms
  • Requires consistent data entry to provide accurate financial reports
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