> For clean Markdown content of this page, append .md to this URL. For the complete documentation index, see https://docs.nvidia.com/dynamo/llms.txt. For full content including API reference and SDK examples, see https://docs.nvidia.com/dynamo/llms-full.txt.

# Simulation with DynoSim

## Docs

- [DynoSim](https://docs.nvidia.com/dynamo/v1.4.2/kubernetes/operations/dynosim/overview.md): Simulate Dynamo deployment choices before spending GPU time
- [DynoSim Simulation Model](https://docs.nvidia.com/dynamo/v1.4.2/kubernetes/operations/dynosim/simulation-model.md): Engine behavior, timing sources, KV movement, and fidelity boundaries
- [Simulate a Kubernetes Deployment with Mocker](https://docs.nvidia.com/dynamo/v1.4.2/kubernetes/operations/dynosim/live-simulation-with-mocker.md): Exercise the Dynamo frontend, router, and worker lifecycle without GPUs
- [Run a DynoSim Simulation](https://docs.nvidia.com/dynamo/v1.4.2/kubernetes/operations/dynosim/simulation-runs.md): Replay a synthetic workload or saved trace against one simulated configuration
- [Sweep DynoSim Configurations](https://docs.nvidia.com/dynamo/v1.4.2/kubernetes/operations/dynosim/simulation-sweeps.md): Search simulated topology, worker, and router choices before using GPU time
- [Benchmark Planner Decisions with DynoSim](https://docs.nvidia.com/dynamo/v1.4.2/kubernetes/operations/dynosim/planner-simulation-benchmarking.md): Compare topology and scaling decisions against a saved trace