Automate LLM Testing with GPT-4 Judge & Google Sheets Tracking

How it works

• The workflow loads a list of test cases from a Google Sheet (previous results stored from an LLM)
• For each test case, we execute a call to an LLM judge in parallel (using HTTP Request + Webhook nodes)
• The judge uses the Input, Output, and Reference Answer fields from the spreadsheet to mark each LLM response as Pass/Fail
• The results are logged into a separate sheet in the same Sheets file.

Setup steps:

• Add your credentials for Google Sheets and OpenRouter (or replace the OpenRouter node with your favorite chat model).
• Make a copy of the example Sheet to populate it with your own test data.
• Run the workflow with the Execute Workflow button next to the Manual Trigger node.