Parallel adds live web evidence to decision APIs for $0.001 a call
Parag Agrawal's new API combines web retrieval with structured decisions, targeting agent workflows that need current facts rather than model memory.
By Ryan Merket · Published
Primary source: x.com
Why it matters
Parallel is selling web-grounded classifications as an API primitive: a low per-request price and batch queries could make repeated checks practical, while the company's accuracy examples still need independent testing on customer workloads.
Parallel Web Systems, led by Parag Agrawal (@paraga), launched a Decisions API that pairs web retrieval with structured answers for software workflows. The service costs $0.001 per request, and Parallel is offering 5,000 free requests, the company said in its October 27th thread on X. Its launch blog, dated October 25th, describes the product as a way to get a decision model's speed with information from the live web.
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