Unraveling the Cost Mystery of AI Services in Make Scenarios

Published On Tue May 06 2025
Unraveling the Cost Mystery of AI Services in Make Scenarios

Hey Make community!

I’ve been building some pretty complex Make scenarios lately that call multiple AI services. My typical workflow might start with OpenAI generating text, then Claude for some nuanced responses, maybe RunwayML for image generation - all linked beautifully in Make.

But I hit a major pain point: tracking how much each scenario actually costs to run. I’d find myself asking: “Does this customer support automation cost $0.05 or $0.50 per run when you add up all the different AI calls?” The scattered billing across different platforms made it impossible to know.

Plan to manage costs for Azure OpenAI Service - Azure AI services

I started manually logging data to spreadsheets but that quickly became unsustainable. I was genuinely curious if others were facing this same challenge?

To solve my own headache, I built a simple tool AIBillingDashboard that lets me:

  • Track costs of each AI service
  • Aggregate billing information
  • Remove Hybrid And Multi Cloud The Comprehensive Billing Solution Cost Management
  • Analyze costs per scenario

But I’m much more interested in hearing about YOUR experiences:

I’m also curious - would a dedicated Make cost analyzer that connects directly to your account (via the API) be more valuable?

How Much Does AI Development Cost And Is It Worth It?

Something that could automatically break down costs by scenario, organization, team, time period, etc?

This isn’t a sales pitch - I genuinely want to understand if others are struggling with this same issue and what kind of solution would actually solve the problem.

Looking forward to hearing your experiences!

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