Automate Multi-LLM Testing and Performance Tracking with LM Studio

This workflow enables developers and researchers to automate the benchmarking of multiple local LLMs using LM Studio. It dynamically fetches active models, tests prompts, and logs performance metrics such as word count, readability, and response time into Google Sheets.

n8n

Sakura Ito

36 workflows

Automate Multi-LLM Testing and Performance Tracking with LM Studio

The workflow facilitates comprehensive testing of multiple LLMs by fetching models from LM Studio, executing tests with customizable parameters like temperature and top P, and analyzing the responses for various metrics. The results are then logged into Google Sheets for easy comparison and analysis. This setup is ideal for those looking to streamline their LLM benchmarking process.

$14.99

Last updated August 29, 2026

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How to import this workflow into n8n

1Purchase or download the workflow to get the n8n workflow JSON file.
2In your n8n instance, open Workflows and choose "Import from File" (or paste the JSON with Ctrl+V on the canvas).
3Open each node marked with a credential warning and connect your own accounts and API keys.
4Run the workflow once manually to verify the data flow, then toggle it to Active.

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