Before you connect
- Local model quality varies. A model that answers coding questions may still struggle with reliable tool use or long agent loops.
- Long context windows consume additional memory, and runtime defaults can differ from a model’s advertised maximum context.
- Local inference removes hosted token charges, but hardware, power, setup time, and maintenance still have costs.
- Ollama Cloud is a hosted service and is different from running the Ollama runtime on your own machine.