Dashboard

The Dashboard is your operational monitoring hub for the current project. It shows monthly costs, usage patterns, and detailed request breakdowns to help you track day-to-day consumption.

Dashboard vs Analytics

The Dashboard answers: "How much did I spend this month? What requests happened? Which model consumed the most?" — it's for operational, day-to-day monitoring of a single project.

For strategic, organization-wide insights (cost by project, trends, top agents), use Analytics.

KPI Cards

The top of the Dashboard displays key performance indicators for the selected month:

KPI	Description
Total Requests	Number of API requests made during the period
Total Tokens	Combined input and output tokens consumed
Models Used	Number of distinct AI models called
Conversations	Total agent conversations (chat + voice)
Transcription Time	Total minutes of audio transcribed

Each card shows the current value and a comparison with the previous period.

Period Selector

Use the period selector at the top of the Dashboard to navigate between months:

• Click Previous month or Next month to change the viewing period
• Click the Refresh button to reload data with the latest information
• The current month and year are displayed in the center

All data shown below reflects the selected period.

Cost Cards

The cost section displays your total spending broken down by service type. Each card shows:

Service	Description
Agent	Platform fees for voice and chat agent interactions
Speech to Text	Transcription and speech recognition costs
Text to Speech	Voice synthesis and audio generation costs
Text Generation	LLM inference and text completion costs

Understanding Agent Costs

The Agent card shows only the platform fee (per output token for chat, per minute for voice). The underlying service costs (LLM, TTS, STT) appear in their respective cards.

To see the total cost of each agent (platform fee + all services combined), click View Details on the Agent card to access the Agent Analytics Dashboard.

Card Features

Each cost card provides:

• Total cost for the selected period
• View Details link for detailed breakdowns
• Metric selector to toggle between different metrics (cost, requests)

Agent Costs Dashboard

Click View Details on the Agent card to access the dedicated agent costs view. This provides:

• Summary metrics — Total agent costs and request counts
• Cost distribution — Breakdown by individual agent
• Agent comparison table — Compare usage across all your agents

Project Filtering

The Dashboard is project-aware — it automatically shows data for the active project selected in the Project Switcher. Switch projects in the sidebar to see different project dashboards.

INFO

Organization-scope members (Admin) can view the dashboard for any project. Project-scope members only see dashboards for their assigned projects.

Usage Requests Table

The Usage Requests table displays aggregated requests with their total costs. This view helps you understand request patterns and identify high-cost operations.

Table Columns

Column	Description
Date	When the request was made
Requestor	The user or system that initiated the request
Total cost	Combined cost of all items in the request
Usage Items	Summary of items included (model used, operation type)

Filtering Requests

Use the filter buttons above the table to narrow down results:

• Date — Select a specific date range
• API Key — Filter by the API key used
• Requestor — Filter by user or email
• Agent — Filter by specific agent
• Total cost — Filter by cost range

Click Refresh to update the table with the latest data.

Permission Note

Users without the members:read permission only see their own requests in the table. This is a graceful degradation — the table works the same way, but filters only to the current user's data.

Viewing Request Details

Click the expand button on any row to see the full breakdown of usage items within that request.

Usage Items Table

The Usage Items table provides granular visibility into individual operations. Each row represents a single billable action.

Table Columns

Column	Description
Date	When the operation occurred
Request ID	Parent request identifier
Type	Service category (Speech to Text, Text to Speech, etc.)
Identifier	Model or service name used
Usage Type	Specific operation (e.g., Transcription)
Quantity	Amount consumed (seconds, tokens, etc.)
Cost	Cost for this specific item

Filtering Items

Use the filter buttons to focus on specific data:

• Date — Select a date range
• Type — Filter by service type
• Identifier — Filter by model or service name
• Usage Type — Filter by operation type
• Quantity — Filter by consumption amount
• Cost — Filter by cost range

Exporting Data

Export your usage data for external analysis or reporting:

1. Click the Export button (download icon) above the table
2. Choose your preferred format:
   • CSV — Spreadsheet-compatible format
   • JSON — Structured data format
3. The export includes all data matching your current filters

TIP

Apply filters before exporting to create focused reports for specific time periods, services, or cost ranges.

Pagination

Both tables support pagination for navigating large datasets:

• Page indicator shows current page and total pages
• Items per page selector lets you choose how many rows to display (10, 25, 50, 100)
• Navigation buttons allow jumping to first, previous, next, or last page

Best Practices

• Review weekly — Check the Dashboard regularly to catch unexpected usage spikes
• Compare periods — Use the month selector to compare usage across periods
• Track by service — Monitor which services consume the most resources
• Use filters — Narrow down data to find specific patterns
• Export regularly — Create periodic reports for budgeting and planning
• Monitor agents — Use the Agent dashboard to optimize agent performance and costs

Next Steps

• Analytics — Organization-wide strategic insights
• Agent Analytics — Detailed per-agent cost analysis
• Plan & Subscription — View plan limits and pricing
• Projects — Configure project budgets