The architecture matters more than the brand: event-driven sync (sales fire updates in seconds) beats interval polling (a 15-minute oversell window) on any thin or fast SKU. The usual shape is Shopify as source of truth with Amazon mirroring, FBA availability read in, and prices left to your Amazon strategy.
The pairing guide: Shopify and Amazon integration; the architecture comparison: real-time versus batch.