Compare AI Costs Across Azure OpenAI → AWS Bedrock → GCP
Automatically monitor and compare AI API costs across different cloud providers to optimize your AI spending and choose the best pricing.
Workflow Steps
Python
Fetch usage data from APIs
Write Python scripts to pull billing data from Azure Cost Management API, AWS Cost Explorer API, and GCP Billing API for OpenAI/AI service usage
Google Sheets
Aggregate cost data
Use Google Sheets API to automatically populate a spreadsheet with normalized cost data from all three providers, including per-token pricing and volume discounts
Zapier
Trigger weekly reports
Set up a weekly Zapier automation that runs your Python script, updates the Google Sheet, and calculates which provider offers the best rates for your usage patterns
Slack
Alert on cost anomalies
Configure Slack notifications when costs spike above threshold or when a different provider becomes significantly cheaper for your usage volume
Workflow Flow
Step 1
Python
Fetch usage data from APIs
Step 2
Google Sheets
Aggregate cost data
Step 3
Zapier
Trigger weekly reports
Step 4
Slack
Alert on cost anomalies
Why This Works
With OpenAI now available across all major clouds, this workflow helps you take advantage of competitive pricing and avoid overpaying by automatically tracking the best deals.
Best For
Finance and engineering teams managing multi-cloud AI infrastructure costs
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