How do I calculate the cost of a specific evaluation run?

You can use the `get_run_cost_breakdown` tool by providing the unique run ID and specifying whether the mode is 'automated' or 'human'.

Can I predict how much it will cost to scale my testing?

Yes, the `predict_scaling_budget` tool allows you to forecast costs based on your current run cost, a target scale factor, and a frequency multiplier.

How is the efficiency of my evaluation strategy measured?

The `analyze_tradeoff_efficiency` tool evaluates the balance between automated and human costs, considering a reliability weight to suggest an optimized path.

AI Evaluation Cost Analyzer MCP Connector for Claude

A+

Calculate and forecast the economic impact of AI evaluation infrastructure.

4 tools Official Updated Oct 1, 2026 Official Vinkius Partner

More Details Connect to Claude

This MCP server provides tools to model the financial requirements of AI model testing. It allows agents to determine the cost of specific evaluation runs using get_run_cost_breakdown, measure dataset validation progress with calculate_coverage_metrics, and evaluate the economic efficiency of automated versus human oversight via analyze_tradeoff_efficiency. Additionally, it can forecast future budget needs using predict_scaling_budget to help plan for scaling model evaluations.

evaluationcost-modelingbenchmarkingai-opsbudgeting

Connect to Claude

Subscribe on Vinkius, then add this connector to Claude.ai or Claude Code.

① Claude.ai (web app)

Go to Settings → Connectors → Add custom connector
Paste the MCP endpoint URL below

https://edge.vinkius.com/vk_preview_CddeuBcKqgwSa2lwo65262kJeqFzp4lyJ58U9E9V/mcp

② Claude Code (terminal)

claude mcp add --transport http ai-evaluation-cost-analyzer https://edge.vinkius.com/vk_preview_CddeuBcKqgwSa2lwo65262kJeqFzp4lyJ58U9E9V/mcp

③ Claude Desktop

Add to claude_desktop_config.json:

{
  "mcpServers": {
    "ai-evaluation-cost-analyzer": {
      "url": "https://edge.vinkius.com/vk_preview_CddeuBcKqgwSa2lwo65262kJeqFzp4lyJ58U9E9V/mcp"
    }
  }
}

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