Frequently Asked Questions

Model benchmarks (like MMLU, HumanEval) evaluate foundation models in isolation on simple tasks. Last-mile evaluation assesses your complete agent system—including workflows, tool integrations, context exchange, and MCP configurations—in realistic enterprise scenarios. We measure end-to-end task success across multi-step workflows, not just model capabilities on isolated prompts.

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