LABINTERMEDIATE
Cost Tracking Dashboard
Implement token usage tracking, cost attribution, and create a Grafana dashboard for LLM spend visibility.
45 minutes
ai-infrastructure/cost-optimization
Lab Overview
This hands-on lab teaches you to build cost tracking for LLM applications.
You'll learn to:
- Track token usage per request
- Calculate costs based on provider pricing
- Attribute costs to teams and applications
- Export metrics to Prometheus
- Create Grafana dashboards for cost visibility
Prerequisites
prometheus-basics
grafana-basics
kubernetes-basics
Technologies Covered
llmprometheusgrafanacost-managementmetrics
Choose your plan
Simple, Transparent Pricing
One price, everything included
Monthly Plan
Access all content
$99/month
Save 16%
Quarterly Plan
Save 16% with quarterly billing
$249/quarter
Everything Included in Your Subscription
Content & Learning
- Access to all courses and bootcamps
- Video lessons with closed captions
- Interactive quizzes and assessments
- Course completion certificates
Hands-On Labs
- Browser-based cloud labs
- Pre-configured VMs ready to use
- Playgrounds for experiments
- Multi-VM realistic scenarios
AWS Integration
- Managed AWS Account included
- Pre-configured environments
- Real-world cloud scenarios
Support & Community
- Priority support
- Active community forum
No Setup Required
- Everything runs in your browser
- No software installation needed
- Automatic environment provisioning
- Works on any device
Ready to Get Started?
Start this hands-on lab and build real-world Platform Engineering skills
Get Access Now