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The dashboard surfaces everything Toolken records, organized into five views. You don’t configure anything to see them. Data appears as soon as requests flow through the gateway.
Toolken dashboard overview page

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The five views

Overview

Account-level KPIs: total spend, request volume, token consumption, and error rate for the selected period. The starting point for a quick health check.

Cost

Spend over time, broken down by any dimension. Group by model, provider, environment, or any metadata key (agent, customer, feature…) to see where money is going.

Usage

Input, output, and cached token counts. Same group-by options as Cost. Useful for spotting which agents or customers drive token volume.

Performance

Latency and time to first token. Filter to a specific model or metadata tag to compare performance across them.

Reliability

Error rates, status codes, and error types. Shows where requests are failing and which provider or agent is involved.

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Group by any dimension

Every view has a group-by control. Pick any built-in dimension or any metadata key you’ve sent:
  • model or provider are available on every request.
  • environment and session_id appear once you start sending X-Toolken-Metadata-Environment and X-Toolken-Metadata-Session-Id.
  • Any other metadata key (agent, customer_id, feature, tier, …) appears as soon as you send it via X-Toolken-Metadata-* or X-Toolken-Metadata.
Switch the group-by and the chart re-renders. No page reload, no extra config.

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Period selector

Each view has a period selector. Choose Last 7 days, Last 30 days, or Last 90 days. The period applies to the chart, the summary numbers, and any group-by in that view.

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Reliability: what you see

The Reliability view shows: Filter by any metadata key (agent, customer, feature) to see whether a specific part of your system is driving failures.

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Nothing to configure

The dashboard works from traffic alone. If a request carries no tags, it shows up under model and provider. Add any X-Toolken-Metadata-* header and that metadata key appears in the group-by controls automatically.

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Next

Custom Properties

Add headers to tag requests and unlock every dimension.

Dimensions & Filtering

How grouping and filtering work across views.