The transition from manual spreadsheet construction to automated scanning pipelines transforms shop-floor labor costs. The following operational data illustrates throughput and cost metrics across standard dealer setups:
| Workflow Setup | Cards Processed / Hour | Average Labor Cost / Card | Ideal Card Profile |
|---|---|---|---|
| Manual Entry + Phone Camera | 20, 35 | $0.55, $0.90 | Slabbed grails, rare serial-numbered 1/1s |
| Batch Flatbed + Card Dealer Pro | 120, 180 | $0.12, $0.18 | Pre-1975 Vintage, thick patch relics (>100 pt) |
| Fujitsu fi-8170 ADF + Card Dealer Pro | 450, 700 | $0.03, $0.06 | Modern paper/chrome raw stock (20 pt, 55 pt) |
| TCG Rapid-Feed + CDP Batch Engine | 500, 850 | $0.02, $0.05 | Standard Magic: The Gathering, Pokémon uncommons/rares |
