11 min read
Claude Batch API: Cutting Async Workload Costs In Half
How to ship Claude's Batch API in production. 50% cost savings, TypeScript SDK code, JSONL request format, and the async architecture gotchas that bite at 100k requests.
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BATCH API
2 articles
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How to Cut Your LLM API Bill in 2026: Prompt Caching, Batch and Flex Tiers Compared Across 15 Providers
Caching a shared prompt cut our worked example by about 78-80% on four models; batch takes 50% off at most providers but 40% at Moonshot and 20% at xAI. Only Anthropic, Fireworks and xAI say the two stack. The math, the assumptions and the quotes.
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