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Parallel

Web search, extract, monitor and research APIs for AI agents and applications.

Infrastructure by Parallel Web Systems

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pip install parallel-web

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About

Parallel offers Task, Search, Extract, Responses, Monitor and Find All APIs. The Search API returns ranked URLs with compressed excerpts, and the Responses API returns cited answers from the live web. Pricing is pay as you go per request, with a free allowance of 5,000 requests per month.

Use cases: web-search, deep-research

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Fact sheet

Category
Search APIs · agent search
Compliance (vendor says)
SOC 2parallel.ai
Protocols
rest, mcppypi.org

Plans

Task APIContact sales$0.005 - $2.40 per request, asynchronous, 2,000 requests per minute
Search APIContact sales$0.001 - $0.005 per request for 10 results, synchronous, 600 requests per minute
Extract APIContact sales$0.001 per request, synchronous, 600 requests per minute
Responses APIContact sales$0.01 - $0.25 per request, synchronous, 300 requests per minute
Monitor APIContact sales$0.003 - $0.01 per request, asynchronous, 300 requests per minute
Find All APIContact sales$0.03 - $1 per match, asynchronous, 25 requests per hour

From the vendor's pricing page, read Oct 24, 2026.

Facts read from the vendor's own pages by claude-haiku-5-5 on Oct 24, 2026; a fact is shown only with the page it came from.

Details

Packages
pypi parallel-webnpm parallel-web
License
License unknown
Website
parallel.ai
Docs
docs.parallel.ai
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
Package pageWebsitePricing pageDocs
Cite this page

Parallel. Agent Mart. https://agentmart.dev/infrastructure/parallel (last updated 2026-10-24)