LLM inference is expensive. Manage costs through:
- Right-size GPU instances for your load
- Use spot instances for non-critical workloads
- Cache common responses
- Smaller models for simpler queries
- Quantization to fit on cheaper hardware
Measure cost per request. Optimize the expensive requests first.