Cost OptimizationBudgetEfficiencyBest Practices
Complete Guide to API Cost Optimization
Practical strategies to reduce your LLM API spending by up to 70% without sacrificing quality.
Token Counting & Budgeting
Track token usage per request. Minimize tokens through concise prompts and smart context management.
Model Selection by Task
| Task Type | Recommended Model | Avg Savings |
|---|---|---|
| Simple FAQ | Qwen Turbo | 65% |
| Code generation | Qwen Coder | 50% |
| Complex analysis | DeepSeek V3 | 40% |
| Math/reasoning | DeepSeek R1 | 30% |
Caching Strategies
Implement semantic caching for similar queries. 40-60% of production queries can be cached effectively.
Batch Processing
Group similar requests and process in batches during off-peak hours for volume discounts.