AI Tools Kit
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7 AI Agent Cost Optimization Strategies for 2026
Running AI agents at scale gets expensive fast. These 7 proven strategies cut API spend by 40-80% without sacrificing output quality — with specific numbers from production deployments.
Anthropic Prompt Caching: Cut API Costs by Up to 90%
Anthropic prompt caching charges 10% of the normal input price on cache hits — 90% off. Here's how cache_control works, the break-even math, minimum prefix sizes, and which workloads actually benefit.
AI API Pricing 2026: Every Model Compared (GPT-5 vs Claude 4.5 vs Gemini 3)
Side-by-side pricing for 14+ models from OpenAI, Anthropic, Google, and Meta. Includes input/output token costs, context windows, and a cost calculator. Updated February 2026.