LLM Token Usage Dashboard
Track your Anthropic Claude API token usage and costs with a real-time dashboard
Guide
LLM Token Usage Dashboard
Create a dashboard to monitor your LLM API token consumption and costs in real-time.
Supported Providers
ProviderAPIKey RequiredFeatures
OpenAIUsage APIAdmin KeyToken usage by model/project/key, Costs endpoint
AnthropicAdmin APIOrganization Admin KeyCost reports, token usage by workspace
Where to get Admin Keys:
OpenAI: platform.openai.com/settings/organization/admin-keys
Anthropic: console.anthropic.com/settings/admin-keys
Prerequisites
Activate OptiDev Cloud - Click the "OptiDev Cloud" button in your project
Add your Anthropic Admin Key - Go to OptiDev Cloud > Secrets and add:
- Key:ANTHROPIC_ADMIN_KEY
- Value: Your organization admin API key
Note: This prompt focuses on Anthropic, but you can easily adapt it for OpenAI. Simply replace ANTHROPIC_ADMIN_KEY with OPENAI_ADMIN_KEY and reference the OpenAI Usage API docs in your prompt instead.
Final Prompt
### Purpose I need to build a dashboard to track my Anthropic Claude API token usage and costs, displaying on a TV in our office for the engineering team. ### Requirements Build a modern dashboard showing Anthropic API usage metrics. **API Documentation** Use the Anthropic Admin API to fetch usage and cost data: - Cost Report: https://docs.anthropic.com/en/api/admin-api/usage-cost/get-cost-report - Usage endpoint returns: input_tokens, output_tokens, cache_creation_input_tokens, cache_read_input_tokens - Cost endpoint returns: cost breakdown by model and workspace **Dashboard Metrics** - Total tokens used (input vs output breakdown) - Costs by model (Claude Sonnet, Opus, Haiku) - Costs by workspace - Daily usage trend chart - Cache hit rate (cache_read vs cache_creation tokens) **Layout** - Dark theme for TV display - Cards for key metrics at top - Charts for trends below - Auto-refresh every 5 minutes - Show last updated timestamp **Backend Setup** I've activated OptiDev Cloud and added `ANTHROPIC_ADMIN_KEY` in the project secrets. Use it to call the Anthropic Admin API.