I Had Opus 5.5 Build me the Same App at Every Effort Level

From the creator

Get 10% off Hostinger plan with code NATEHERK: https://www.hostinger.com/nateconnector FREE First Client SOP: https://app.aiautomationsociety.ai/optin/first-client-SOP/?utm_source=youtube&utm_medium=organic&utm_content=opus-5.5-effort&sl=yt_opus-5.5-effort My FREE resources: https://www.skool.com/ai-automation-society/about?el=higgsfield-api&hcategory=youtube-videos&utm_campaign=free-group My Tools💻 FREE MONTH voice to text: https://get.glaido.com/nate Code NATEHERK for 10% off VPS (annual plan): https://www.hostinger.com/vps/claude-code-hosting I gave Claude Opus 5.5 the exact same 3D conference prompt at Low, Medium, High, Extra, Max, and Ultracode effort. I compare every output, along with the runtime, estimated API-equivalent cost, token use, verification checks, and questions asked. The most expensive run was not the best, and I break down which effort level I'd actually use for a complex creative build like this. Sponsorship Inquiries: 📧 nate@smoothmedia.co Connect with me: https://www.linkedin.com/in/nateherkelman/ https://x.com/nateherk https://www.instagram.com/nateherk/ TIMESTAMPS 0:00 The Effort-Level Experiment 0:44 The 3D Conference Prompt 1:47 Low Effort 4:18 Medium Effort 7:31 Hostinger 8:26 High Effort 11:17 Extra Effort 13:55 Max Effort 17:52 Ultracode 21:15 Cost and Performance Breakdown 24:25 The Best Effort Level 26:26 Final Thoughts

Choose to Build with AI
Matched to AI for Developers

AI Maker Residence at KOKO

The third AI workshop taught by our legendary teacher, Nick Sarafa. In one of the last events we did an asset manager raised an additional £25M on their fund within a space of 9 months. This is a full-day hands-on training workshop for purposeful co-creation with AI using Claude Code. Imagine having access to hundreds of billions of dollars of computing power and knowing exactly how to make it work for you through the power of super intelligence. One person did.

◆ Fri 09 Oct 2026 ◆ KOKO Cafe, London ◆ With Nick Sarafa
AI Maker Residence at KOKO
Live event
AI Maker Residence at KOKO
Fri 09 Oct 2026
Find a job · 1 live role

Jobs in AI.
Apply now.

Apply once › get screened › meet the company

See all roles

More like this

Running one yourself?

List your AI event,
wherever it is.

A meetup, a workshop, a hackathon, a conference. Any city, or online. Tell us about it and it lands in front of people already learning this stuff.