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I saved 47% on Manus AI credits by building a routing optimizer โ€” here's what I learned

Hey IH! ๐Ÿ‘‹

I've been using Manus AI heavily for the past few months โ€” building side projects, automating workflows, writing code. It's genuinely impressive, but the credit consumption was killing me.

The Problem

Manus has 3 execution modes:

  • Chat Mode โ€” free, good for simple Q&A
  • Standard Mode โ€” 1 credit/task, handles most coding/writing
  • Max Mode โ€” 5 credits/task, for complex multi-step work

The issue? I was defaulting to Max for everything. At $40/month for 39 credits, I was running out by week 2.

What I Did

I tracked 200+ tasks over 6 weeks and categorized which mode each actually needed. The results surprised me:

| Task Type | Best Mode | % of My Tasks |
|-----------|-----------|---------------|
| Quick questions, brainstorming | Chat (FREE) | ~30% |
| Single-file coding, writing, analysis | Standard (1 credit) | ~40% |
| Multi-step research, complex builds | Max (5 credits) | ~30% |

By routing tasks to the right mode, I went from burning 39 credits in 2 weeks to making them last the full month โ€” a 47% savings.

I Built a Tool

I turned my routing logic into a small web tool: Credit Optimizer for Manus AI

It analyzes your prompt and recommends the optimal mode before you run it. Also includes a cheatsheet with 50+ task examples mapped to modes.

I also wrote a detailed breakdown on Dev.to: Manus AI Credit Optimization Cheatsheet

Key Takeaways for Indie Hackers

  1. Track before you optimize โ€” I assumed I needed Max for everything. Data proved otherwise.
  2. Free tiers are underrated โ€” Chat Mode handles more than you'd think.
  3. Small tools can solve real pain โ€” This started as a spreadsheet for myself.

Would love to hear how others are managing AI tool costs. Anyone else building on Manus?

posted to Icon for group AI Tools
AI Tools
on April 2, 2026
Trending on Indie Hackers
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