# Cross-Company Read: APLD vs CoreWeave

APLD is better for physical forecast-vs-actual capacity tracking because its disclosures include named campuses, MW, ready-for-service milestones, and construction status.

CoreWeave is better for demand/revenue conversion scale because it discloses large revenue and backlog, but it is harder to map backlog directly to delivered facility MW without extracting more filings and presentations.

Research implication: use APLD as the capacity-execution template and CoreWeave as the backlog/revenue conversion benchmark.