Replicate · replicate.com · Same buyer (AI developers), same workflow (serverless GPU compute for inference without managing infrastructure), same usage-based pricing model; named alongside Modal in multiple GPU serverless alternative roundups.[17][18][19]

Fly.io · fly.io · Same buyer (developer-first infrastructure), same workflow (run workloads without managing servers, usage-based), named as a Modal alternative in GPU/CPU serverless infrastructure comparisons.[17][18]

RunPod · runpod.io · Same buyer (AI/ML developers), same workflow (on-demand GPU compute for inference and training, serverless option), same budget (GPU cloud spend); named directly as a Modal alternative in pricing and infrastructure comparison guides.[17][18][19][20]

Baseten · baseten.co · Same buyer (ML engineers deploying models to production), same workflow (model inference serving on GPU cloud), same budget displacement (serverless inference spend); named alongside Modal in AI infrastructure alternative lists.[18][19]

The customer proof is company-sourced only. No independent source in this ledger confirms it.[15]

Ask for one referenceable production customer.

Not a recommendation. The first thing this ledger cannot answer.

Filled in the side panel for invited readers. This card carries sourced facts only.