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Analytics

The Analytics page gives you visibility into how you are using WebMCP Master. Track API calls, credit consumption, token usage, and costs over time, broken down by model.

Usage Dashboard Overview

The dashboard displays four key metrics at the top:

MetricDescription
Total API CallsNumber of chat messages and agent rounds in the selected period
Credits UsedTotal credits consumed across all models
Input TokensTotal tokens sent to AI models (conversation history + prompts)
Output TokensTotal tokens generated by AI models (responses)

Below the metrics, two charts provide visual insight:

  1. API Calls Over Time — a line chart showing daily call volume
  2. Usage by Model — a bar or pie chart showing which models are used most

Filtering by Date Range

Use the From and To date pickers to narrow the view:

  • Default range: last 30 days
  • Minimum range: 1 day
  • Maximum range: 90 days

Click Refresh after changing the dates to update the charts and metrics.

Model Breakdown Table

Below the charts, a detailed table lists per-model statistics:

ColumnDescription
ModelThe AI model name (e.g., Claude Sonnet 4, GPT-4o)
CallsNumber of API calls using this model
CreditsCredits consumed by this model
Input TokensTotal input tokens for this model
Output TokensTotal output tokens for this model
Est. Cost (USD)Estimated dollar cost based on provider pricing

This table helps you identify which models are consuming the most resources and whether cheaper alternatives would suffice for certain tasks.

Using Analytics for Cost Management

  1. Identify expensive models — if most of your credits go to a premium model, consider using a cheaper one for simple queries.
  2. Spot usage spikes — a sudden increase in calls might indicate a misconfigured agent running too frequently.
  3. Track agent costs — if you have scheduled agents, check whether their credit consumption matches expectations.
  4. Plan upgrades — if you consistently use all your monthly credits before renewal, it may be time to upgrade your plan or buy additional credit packages.

Data Availability

Analytics data is available from the date you created your account. There is no data retention limit — historical usage is preserved indefinitely.

If the selected date range has no usage data, the dashboard shows a "No data in the selected date range" message.

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