Use when asked to run, execute, benchmark, evaluate, or score an LLM with AEON Bench. You deploy the AEON Bench **Pod** locally and drive the whole verified flow — pull or hash-verify a model → serve it → run the comprehensive benchmark (quality + speed + agentic + vision/audio/video) → submit the signed, attested result to the public leaderboard. An AI agent can do the ENTIRE job through the pod's MCP tools, no clicking. The mothership (aeon-bench.com) is a READ-ONLY leaderboard + submission endpoint; it never runs a job — all benchmarking happens on the pod.
2026-07-19