Heterogeneous inference — The fastest cloud for agents
Why no single chip is best at agents, how a heterogeneous fleet wins the latency-throughput frontier, and the methodology that proves it.
The thesis
Agents are graphs of mixed workloads.
The fleet
CPUs, GPUs, TPUs and non-GPU accelerators behind one scheduler and one API.
Benchmarking
End-to-end task latency, p95 under concurrency, cost per task.
Results
Reference benchmarks vs.
Synaptix Agent Platform — The Agent OS for the enterprise
Six-layer architecture, deployment options, governance posture and operations for thousands of agents in production.
Open →Synaptix AI Gateway — One control point for every model and every agent
Why every enterprise needs an AI Gateway, what 'two gateways, one plane' means, and a 90-day rollout pattern.
Open →Inference Platform — Dedicated endpoints for agents on the open-model frontier
Deploy gpt-oss-120B, Kimi-K2.5, Qwen3-Coder, GLM-5, DeepSeek V3.2 and the open frontier as dedicated, agent-optimized endpoints in minutes.
Open →Ready to operationalize your agents?
Talk to our team about a pilot on Synaptix Cloud or on-prem.