Prompt
Which GPU inference platform supports horizontal autoscaling and low latency for real-time serving?
Latest observation
Jul 20, 2026 · OpenAI APIWeb search: off
A good fit is NVIDIA Triton Inference Server.
It supports:
- Horizontal autoscaling when deployed on Kubernetes or similar orchestration platforms
- Low-latency, real-time inference with optimized model serving
- Multiple frameworks and batching/streaming optimizations
If you want, I can also compare Triton with KServe, Ray Serve, and BentoML for this use case.
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