Documentation Index
Fetch the complete documentation index at: https://docs.llmgrid.ai/llms.txt
Use this file to discover all available pages before exploring further.
Overview
The Usage Dashboard provides comprehensive visibility into how LLMGrid is being used across your tenant. It combines cost, request, token, and activity metrics with multiple breakdown views to support engineering, platform, and FinOps use cases. All metrics respect the selected tenant and time range.Time Range & Export
Select Time Range
Use the time range selector to filter all dashboard data to a specific period.Export Data
Select Export Data to download usage and cost metrics for reporting or offline analysis.Usage Views (Top Tabs)
The dashboard includes multiple high-level usage tabs to analyze consumption from different perspectives.Global Usage
Provides an aggregated view of all usage within the tenant. Best for:- Overall platform adoption
- Total spend and token consumption
- Executive-level reporting
Organization Usage
Breaks down usage by organization. Use this view to:- Compare usage across business units or customers
- Attribute spend at the organization level
- Support chargeback or showback models
Team Usage
Displays usage grouped by teams. Best for:- Monitoring team-level consumption
- Identifying high-usage teams
- Enforcing team budgets and policies
Tag Usage
Analyzes usage using tags applied to requests or keys. Best for:- Project-level cost attribution
- Environment-based tracking (e.g., dev, staging, prod)
- FinOps and internal billing workflows
User / Agent Activity
Shows activity by individual users and agents. Use this view to:- Track adoption by users
- Monitor agent-driven traffic
- Investigate anomalous behavior or spikes
Metrics Tabs
Below the usage views, additional tabs provide operational breakdowns.Cost
Focuses on spend-related metrics and trends. Includes:- Total and daily spend
- Average cost per request
- Spend by model, key, and provider
Model Activity
Displays usage metrics by model. Includes:- Request volume per model
- Token usage by model
- Cost contribution per model
Key Activity
Shows usage and cost metrics grouped by virtual keys. Includes:- Requests per key
- Tokens consumed
- Spend attributed to each key
MCP Server Activity
Tracks activity associated with MCP servers. Includes:- Requests routed through each server
- Success and failure rates
- Token and cost metrics
Summary Metrics
Project Spend
Shows total spend for the selected period along with any configured budget limit.Usage Metrics
High-level KPIs for quick assessment:- Total Requests
- Successful Requests
- Failed Requests
- Total Tokens
- Average Cost per Request
Visualizations
Daily Spend
Bar chart showing spend per day. Use this chart to:- Identify usage spikes
- Correlate cost with releases or traffic changes
- Track day-over-day trends
Top Virtual Keys
Displays API keys ranked by spend. Supports:- Table view
- Chart view
Top Model Usage
Visualizes spend and usage by model name. Use this to:- Identify cost-driving models
- Compare performance and efficiency across models
Spend by Provider
Breaks down usage across providers. Includes:- Total spend
- Successful requests
- Failed requests
- Total tokens
Common Use Cases
- Monitor platform adoption and growth
- Attribute cost to teams, projects, or environments
- Optimize model and routing decisions
- Support budgeting and financial governance
- Investigate spikes, failures, or unexpected usage
Best Practices
- Review the dashboard regularly to avoid cost surprises
- Combine Tag Usage with budgets for accurate cost allocation
- Monitor Average Cost per Request after model or prompt changes
- Audit Key Activity to secure and rotate unused keys
- Use Model Activity to balance quality and efficiency