Emmit Hood

GTM Engineer

Emmit is a GTM Engineer at Arcade who finds creative, AI-native ways to build enterprise pipeline. He builds toolkits, sales enablement systems, and internal tools that leverage Arcade’s platform — helping revenue teams move faster by replacing manual workflows with intelligent, agent-powered alternatives. His work sits at the intersection of go-to-market strategy and software engineering.

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MARCH 1, 2026

MCP

MCP Toolkit Benchmark: Arcade vs Composio, A 100x Token Difference

We benchmarked two Attio MCP toolkits across 8 CRM queries. Arcade consumed 7,426 tokens. Composio consumed 747,083. Here's the full breakdown of what caused the gap and what it means at scale.

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