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Efficient Construction card art
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Efficient Construction

{3} {U} · Enchantment · Commander Masters (CMM)
1%
Decklist Inclusion
Times Brought
172
Decks Running
75
In Decks
661
Decklist Inclusion
1%
Format
Card text
Efficient Construction card

Efficient Construction

{3} {U}
Enchantment
Whenever you cast an artifact spell, create a 1/1 colorless Thopter artifact creature token with flying.
Commander Masters (CMM) · Uncommon · Illustrated by Jonas De Ro

Final zone distribution

43 instances
44.2%
Battlefield
20.9%
Graveyard
7.0%
Exile
27.9%
Hand

The "good card" funnel

172 brought · 77 players
Brought to game
172
Ever drawn
41
Reached battlefield
27
Still on board at game end
19

Once cast, 70% of this card is still on the battlefield at game end. This reflects how often it survives removal, not just whether it's a permanent.

≥ -15.3pp

Players who cast this card win 29% of the time (n=25) , vs 26% when it never left the library (n=115).

Observed gap +3.2pp; 95% confidence interval -15.3pp to +21.8pp. Correlational, not causal: powerful payoffs also get cast more often in games you are already winning.

First-cast turn

n=27
0%
T1
4%
T2
7%
T3
15%
T4
22%
T5
41%
T6-9
11%
T10+
Median 6 P25 4 · P75 7 · max 15
On curve 26% (4 / 27 cast on T4) Cast same turn as drawn 41%
27 of 100 times cast 27%

Full analysis unlocks as more games are tracked. Stats refresh nightly.

Frequently Asked

Why isn't there more data on this card?
Playgroup Live collects per-card gameplay data from real Commander games. Basic play counts appear once a card reaches 100 tracked games; the full deep-dive page needs a larger, more diverse sample (at least 300 tracked games played by 10 or more different pilots, with no single pilot over 40 percent of the copies). Until this card clears those bars you're seeing only the basic counts. Stats refresh nightly.
How is Playgroup Live card data collected?
Players using Playgroup Live import their decklists before a game and log card actions as they play. Each cast, zone change, and resolution is recorded as a real game event. Stats on this site are computed from those events, not from decklist scrapes or theorycrafting. Playgroup has recorded 660,000+ Commander games overall, and this card-level play data comes from the Playgroup Live subset of that corpus.