ML Model Serving in Python: BentoML, Ray Serve, FastAPI, and Triton Compared (2026)
BentoML, Ray Serve, FastAPI, and Triton compared for production ML model serving in Python: latency overhead, GPU batching, autoscaling, and cost per prediction with working code examples.