What Replicate does
Replicate is a developer platform for running open (and custom) AI models via APIs and hosted infrastructure. Developers discover models from a catalog, run them on managed GPU capacity, and integrate results into applications without managing GPUs, autoscaling, and model-serving plumbing.
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Replicate also supports deploying custom models by packaging them into Replicate’s standard container format and exposing them through an API and execution workflow. Replicate’s core product direction is to make model deployment feel like normal software usage: define a model once, then run it repeatedly with consistent interfaces, billing only for compute time (rather than keeping infrastructure always-on). In practice, this positions Replicate as “inference model hosting + developer abstractions” for teams building generative AI features (image/video generation, editing, and other inference-heavy workloads), especially when they want to use open models or avoid vendor lock-in to a single model provider.