We Ranked AI Models by Their Performance in n8n

n8n
2,364 views February 2, 2026

n8n now has an Official AI Benchmark. A free community resource for choosing the best model for your use cases. Link to the benchmark: https://go.n8n.io/benchmark-ty-launch @liammcgarrigle tested over 60 AI models across 8 categories. The entire benchmark was built and runs inside of n8n and scores models on actual use cases in n8n rather than conversational style or subjective preference. Smaller models often outperform larger models when it comes to specific tasks. We also found that a model's list price doesn't tell the whole story. One model priced at half the cost of competitors ended up being 10x more expensive in practice because it was so verbose in its outputs. No single model dominates every category, so use the category filter on the benchmark page to find the best fit for your specific workflow. Whether you're building AI agents, automating data extraction, or generating code, this benchmark helps you make more informed decisions and build more cost-effective solutions. Time Stamps: 00:00 - Announcement 00:20 - What is it? 00:35 - How it works 01:00 - Made to be adapted for each use case 01:18 - Manual usage example 01:45 - Copy and paste benchmark results 01:54 - Per execution cost estimates 02:24 - Make focused, limited scope agents for best results 02:54 - Specialized agents are better AND faster 03:07 - Want a behind the scenes deep dive? Leave a comment 03:21 - Go try it out!

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