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JSONL Construction & Callbacks

📦 Batched API Optimization20 min1300 BASE XP

Enterprise-Scale Processing

For large-scale tasks (ETL, bulk summarization) that don't need instant feedback, use the Batch API. You prepare a JSONL file where each line is a standard Messages API request. Anthropic processes this asynchronously, typically within 24 hours (SLA), though usually much faster.

The 50% Efficiency Rule

Because the Batch API allows Anthropic to optimize their GPU routing and timing, they offer a flat 50% discount on all batch tokens. This makes it the only viable solution for processing millions of documents or performing massive content moderation tasks in high-scale enterprises.

SYNAPSE VERIFICATION
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At what threshold does the Batch API cap total requests per single payload submission?
1,000
10,000
500
Unlimited
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JSONL Construction & Callbacks | Batched API Optimization — Claude Academy