HAIKOTEK

HAIKOTEK LAB // AI BENCHMARK

Agentic AI & MCP Benchmarks

Real-time speed, token costs, and accuracy data for AI agents and Model Context Protocol integrations.

Real-time speed, token costs, and accuracy data for AI agents and Model Context Protocol integrations.
Real-time speed, token costs, and accuracy data for AI agents and Model Context Protocol integrations.

What are AI & MCP Benchmarks?

When building AI features, every second of response delay and every extra token costs your business real money and user experience. Our Benchmark Suite continuously logs real-time performance metrics across multi-agent workflows and Model Context Protocol (MCP) integrations, giving you clear data to make smart infrastructure choices.

What We Measure:

  • Response Speed & Latency: Tracking P95 and P99 latency to ensure your AI agents respond smoothly without keeping users waiting.
  • Token Economy & Cost: Measuring exact token usage per task to prevent budget waste and optimize prompt efficiency.
  • Task Success & Accuracy: Verifying if AI agents execute tool calls and complex multi-step workflows accurately without errors.
  • System Throughput: Testing how many concurrent AI requests your backend can handle simultaneously before performance degrades.

Why This Matters:

Instead of guessing which AI model or architecture works best, you get transparent, empirical data to build faster, cheaper, and more reliable AI applications.