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GPT-5 Sucks at Tool Calling (6x Cheaper Alternative Inside)

It’s also open-source and more reliable

6 min readJust now
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I tested three AI models on a simple tool-calling task in n8n. GPT-5, the industry’s most hyped model, needed 5 tool calls and 2.5 minutes to do what Claude and an open-source model did perfectly in 2 calls and 1/3 of the time.

The open-source model? It costs 6x less than GPT-5. We’ll reveal the name of that model at the end of the article ;)

Here’s the complete breakdown of my experiment, the results each model returned, and why this matters for anyone using AI in production workflows.

Quick note: This article was written in 2 hours using the help of my Claude Code Newsletter Assistant — the same system I’m sharing with founding members of AI ContentLab OS.

If you’re tired of spending 8+ hours on content creation, I’m building AI systems that maintain your voice while cutting writing time by 75%.

All of the free spots are taken, but the next 13 members are $5/month — then I increase the price. Watch me build the complete content pipeline in real-time and get every tool I create. Join fast and lock in your spot before the rate goes up.

The Experiment: Knowledge Graph Query via MCP Tools

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Luke Skyward

Written by Luke Skyward

Making your life easier by sharing AI 🤖 and productivity hacks ⌚ Creating a digital brain 🧠 But most important of all - doing cool stuff

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