A replay is useful when it answers a specific question: what happened, which measurable signals support that conclusion, and what should change in the next match. AOE2TEAM focuses on replay-derived timings, army production, activity and team context while keeping unavailable facts explicitly unavailable.
Feudal and Castle timings matter because they show when your economy converted into access to stronger units and technologies. Read them together with the strategy: a later age is not automatically a mistake if the player invested in pressure, defense or economy first.
Look at what each player actually produced and whether that composition answered the opponent. A large army can still be inefficient when it is built into a strong counter, while a mixed composition can protect a teammate's main unit line.
Training pace and military production value help separate a plan that was merely selected from one that was continuously funded. Compare these signals with match length and the moment pressure began instead of treating one raw total as a skill score.
Commands per minute can reveal periods of lower activity, but activity alone does not explain a win or loss. The useful question is whether the commands produced a measurable gameplay consequence: army, pressure, development or support.
In team games, inspect whether allied unit choices complement one another and whether pressure signals happen in the same part of the timeline. Replay evidence can support coordination conclusions without pretending to know exact battlefield distance or physical arrival time when positions are unavailable.
The most useful replay review ends with a concrete change for the next game. AOE2TEAM's TeamEdge compares replay-derived metrics and context to surface the clearest improvement target rather than burying the player under dozens of unrelated tables.
AOE2TEAM can use the official replay path to inspect signals such as unit production, age progression, commands and trusted pressure events when the replay exposes them. It does not invent exact resource stockpiles, battlefield positions, physical ally arrival times or other facts that the current parser cannot measure reliably.
For a practical review, start with the player's recent match, open the full replay analysis, then compare the clearest weakness with the next TeamEdge benchmark target. The objective is not to maximize every number at once; it is to identify the smallest evidence-backed change most likely to improve the next game.
