AOE2TEAMTEAM ANALYTICS · TEAMEDGEAn Age of Empires II replay can show what units were produced and how military production developed during the match. AOE2TEAM goes beyond a static counter chart by matching recorded units against direct counters that the opposing side actually produced. The useful question is whether those units answered the opponent, could be sustained by the economy and complemented the player's allies. A large final total does not prove that the composition was efficient.
Unit counters matter, but counter knowledge alone is not enough. A theoretical answer that arrives too late, lacks upgrades or cannot be produced continuously may never become a practical counter inside the match.
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A build order describes an intention; the replay shows execution. Count the unit lines that were really trained and compare them with the point in the game when they appeared. This separates a planned composition from one that was actually funded and maintained.
Army size alone does not tell you whether a fight is favorable. Identify the opponent's primary damage unit and ask whether your composition has a practical answer. A numerically larger force can still be inefficient when most of its value is concentrated in a unit line that is being hard-countered.
Strong compositions often combine a main damage unit with something that protects its weakness. Ranged units may need a frontline; cavalry may need an answer to spears; siege may need protection. The important signal is not maximum variety but whether each added unit solves a real problem.
Choosing the correct unit is not enough if production repeatedly stops. Compare military production with match duration, age progression and pressure. A composition that exists only briefly can have less impact than a simpler army that is produced continuously.
Changing unit lines has an economic cost: new production buildings, technologies and upgrades may be required before the counter is effective. When a replay shows a late transition, ask whether the response came soon enough to matter and whether the economy could sustain it.
A team composition is stronger than four isolated player compositions. One ally can provide the primary damage unit while another covers its counter, adds siege or protects the frontline. Evaluate whether allied unit choices complement each other before labeling one player's army incomplete.
AOE2TEAM keeps every recorded unit type visible and shows up to two strongest direct counters that the opposing side actually produced. There is no minimum-count threshold: even a small real response can be relevant. If the opposing army contains no direct counter, the analysis says so instead of inventing one.
The first counter idea is only the start. Check mass, upgrades, mobility, production buildings, transition cost and the units protecting the opponent's main threat before deciding that the response was correct.
Check whether the anti-cavalry answer exists in enough numbers, has the required upgrades and can protect the areas the faster army threatens.
Check access to skirmishers, mobile units or siege, then account for the opponent's frontline and whether the response can close distance safely.
Check ranged damage, specialist bonuses and upgrade levels. A nominal counter that is under-produced can still lose the real engagement.
Treat siege and its escort as one composition. The answer must reach the siege without being removed by the units protecting it.
When the opponent reveals a strong unit line, identify the practical counter and then check the cost of reaching it. New buildings, upgrades and a changed resource balance can delay the answer. The replay helps distinguish “the player chose the wrong unit” from “the right transition started too late or could not be sustained.”
In team games, the answer may also come from an ally. If one teammate already produces the counter efficiently, duplicating that line can be worse than adding the unit that protects or complements it.
Start with the first meaningful military line, then inspect what the opponent produced in response. Look for the moment a support or counter unit was added and whether production continued after that transition. Finally, compare the composition with the result of the pressure period rather than judging only the units visible at the end of the game.
This matters because AoE2 armies are dynamic. A correct opening composition can become inefficient after the opponent transitions, while an initially awkward army can become strong once its complementary unit and upgrades arrive.
AOE2TEAM combines replay-derived army information with age progression, production and other measurable TeamEdge signals. The objective is to identify a practical next improvement—such as a missing counter line, an unsupported main unit or weak sustained production—rather than reward the biggest raw army total.
When the same weakness appears across several recent matches, it becomes a useful practice target. That may mean scouting the opponent's transition earlier, preparing the second unit line sooner, or maintaining production after reaching the next age.