Parallel

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

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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 API	Contact sales	$0.005 - $2.40 per request, asynchronous, 2,000 requests per minute
Search API	Contact sales	$0.001 - $0.005 per request for 10 results, synchronous, 600 requests per minute
Extract API	Contact sales	$0.001 per request, synchronous, 600 requests per minute
Responses API	Contact sales	$0.01 - $0.25 per request, synchronous, 300 requests per minute
Monitor API	Contact sales	$0.003 - $0.01 per request, asynchronous, 300 requests per minute
Find All API	Contact 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 page Website Pricing page Docs

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Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

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Cite this page

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