Vendors who refuse a paid pilot drop automatically.
A vendor confident in their program lets you pay for a two-week pilot on your own data. A vendor who refuses or wants to run a longer trial on their sandbox is protecting a demo result that does not survive real data. Make the paid pilot a mandatory gate at the Phase 2 exit and your shortlist narrows cleanly.