Most "top 10" lists rank these tools by features. After years of running delivery operations, I'd tell you the feature list is the wrong place to start. Pick the software around your delivery model, not the other way around.
Three questions decide it. First: Who owns the last mile? If you run your own drivers, route optimization and live dispatch are the core. That's where Onfleet, Routific, and GetSwift live, and the real test is how they handle re-routing mid-shift, not how pretty the map looks.
If you rely on third-party couriers, you're really buying an aggregation layer (Deliverect, Ordermark) to pull DoorDash/UberEats/Grubhub orders into one screen so your kitchen isn't juggling five tablets.
Second: Does it talk to your POS and your kitchen? An order that doesn't flow cleanly from app to POS to expo line just moves the bottleneck. Integration depth beats feature count every time.
Third: What's your cost per drop, and does the tool actually lower it? Route density, stacked orders, and reduced miles are where the money is. If a platform can't show you cost-per-delivery trending down, it's overhead.
Map your real workflow first — order intake, kitchen, dispatch, the drive, returns/refunds — then shortlist tools that fit it. Happy to walk through your specific setup on a call if useful.