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Parallel Web Systems pricing

Web infrastructure APIs that let AI agents search, extract, monitor, and run cited research over the web.

AI research assistantsFree planPriced per minuteSelf-serve + sales
Visit Parallel Web SystemsPrices checked Oct 29, 2026

How much does Parallel Web Systems cost?

Usage price from $5/minute
Free plan
Yes
Usage price
$5/minute
Enterprise
Contact sales
Read from parallel.ai/pricing on Oct 29, 2026. Price changed? Tell usSee the line each price came from

In your favor

  • Free plan. Up to 5,000 requests per month free, plus $5 in free credits per month

Watch out for

  • Going over the Search API Turbo / Fast allowance costs $1 to $1 per per 1k additional results. Included: 10 results.

How you buy and get started

Self-serve + salesButtons on their site: Start building for free, Get a demo, Developer platform
Sign up
Self-serve signup via the developer platform with free credits
"Earn up to $80 at signup + $5 in free credits per month"
Setup
Not stated
When sales steps in
Enterprise features (ZDR, DPA, SSO, custom rate limits) via demo
"[Get a demoD](https://contact.parallel.ai/)"
Support
Dedicated onboarding and technical support on Enterprise
"Dedicated onboarding and technical support"
Support
Email support
"[Support](mailto:support@parallel.ai)"

What Parallel Web Systems does

Parallel sells a set of pay-per-request APIs (Task, Search, Extract, Decisions, Responses, Monitor, FindAll) backed by its own web index, with citations and confidence scores on research outputs. It is built for developers embedding web research into products and agents, with an enterprise tier for SSO and zero data retention.

Good for
Developers and teams building AI agents, copilots, and workflows that need cited live-web answers, enrichment, or monitoring at scale (sales, finance, legal, life sciences, insurance).
Channels
REST API, Python SDK, TypeScript SDK, CLI, MCP server, Web playground
Main product
Parallel web APIs (Task, Search, Extract, Decisions, Responses, Monitor, FindAll)
Also includes
Task API for deep research and structured enrichment, Search API with ranked URLs and compressed excerpts, Extract API for full page contents, Decisions API for typed answers with citations, Responses API for cited answers (OpenAI-compatible), Monitor API for tracking web changes via webhook alerts
Connects to
Anthropic Tool Calling, Claude Code Plugin, Cursor Plugin, LangChain, OpenAI Tool Calling, Ollama Tool Calling, OpenCode Plugin, n8n, Zapier, Google Sheets, Google Gemini Enterprise, LiteLLM
Public API
Yes
MCP server
Yes
  • Inline source citationsCited, synthesized answers from the live web in seconds, built for synchronous interactions.
  • Multi-step deep research reportsHand over an objective and get back hundreds of finished, cited reports in minutes
  • Academic paper database searchNot stated
  • Upload and query own documentsNot stated
  • Connects to internal appsNot stated
  • Shared team workspaceNot stated
  • SSO and enterprise security- Single Sign-On
  • No training on customer dataNot stated
  • Export reports and tablesNot stated
  • API access[API Reference](https://docs.parallel.ai/api-reference)

The same 10 checks appear on every tool in AI research assistants. Each tick quotes the vendor's own site.

Security and your data

QuestionTheir answerWhere it says so
Trains AI on your data?Not stated
HIPAA (signs a BAA)Not stated
SOC 2yes"| Security | SOC2 | SOC2 | SOC2 | SOC2 "pricing
GDPRNot stated
CCPANot stated
PCINot stated
ISO 27001Not stated
Single sign-onavailable on Enterprise"- Single Sign-On"pricing
Trust centerNot stated

Security answers are the vendor's own claims, quoted. We don't audit them.

Every plan

PlanMonthlyBilled yearlyIncludedOver the allowanceWhere it says so
Pay as you goper request – – 5000 requests – "Run up to 5,000 requests per month for free"
Task API Liteper 1K requests $5per minute – – – "| Lite | $5 | Basic information retrieval | 5s-60s "
Task API Baseper 1K requests $10per minute – – – "| Base | $10 | Simple web research | 15s-100s "
Task API Coreper 1K requests $25per minute – – – "| Core | $25 | Complex web research | 1min-5min "
Task API Core2xper 1K requests $50per minute – – – "| Core2x | $50 | Very complex web research | 2min-5min "
Task API Proper 1K requests $100per minute – – – "| Pro | $100 | Exploratory web research | 3min-9min "
Task API Ultraper 1K requests $300per minute – – – "| Ultra | $300 | Extensive deep research | 5min-25min"
Task API Ultra2xper 1K requests $600per minute – – – "| Ultra2x | $600 | Advanced deep research with 2x compute | 5min-25min"
Task API Ultra4xper 1K requests $1,200per minute – – – "| Ultra4x | $1,200 | Advanced deep research with 4x compute | 8min-30min"
Task API Ultra8xper 1K requests $2,400per minute – – – "| Ultra8x | $2,400 | Advanced deep research with 8x compute | 8min-30min"
Search API Turbo / Fastper 1K requests with 10 results $1per per 1k additional results – 10 results $1 to $1/per 1k additional results "| Turbo | $1 | $1 | "
Search API Basic / Advancedper 1K requests with 10 results $5per per 1k additional results – 10 results $1 to $1/per 1k additional results "| Basic | $5 | $1 | "
Extract APIper 1K results $1per minute – – – "| Extract | $1 | Direct webpage content extraction | 1s-3s (cached), "
Decisions APIper request, up to 100 questions $0per questions – 100 questions – "$0.001 for up to 100 questions"
Responses API Lowper 1K requests $10per minute – – – "| Low | $10 | Simple fact-retrieval questions "
Responses API Mediumper 1K requests $50per minute – – – "| Medium | $50 | Complex, multi-hop fact-retrieval "
Responses API Highper 1K requests $250per minute – – – "| High | $250 | Deep research requiring extensive search and synthe"
Monitor API Liteper 1K requests $3per minute – – – "| Lite | $3 | Narrow queries — a single entity, domain, or signal"
Monitor API Baseper 1K requests $10per minute – – – "| Base | $10 | Wide queries — entity classes, topic areas, regions"
Find All API Baseper match (plus $0.25 fixed) $0.03per minute – – – "| Base | $0.25 | $0.03 | Broad, common queries where you expect many ma"
Find All API Coreper match (plus $2.00 fixed) $0.15per minute – – – "| Core | $2.00 | $0.15 | Specific queries with moderate expected matche"
Find All API Proper match (plus $10.00 fixed) $1per minute – – – "| Pro | $10.00 | $1.00 | Highly specific queries with rare or hard-to-f"
Find All API Previewfixed $0.10 per run – – 10 candidates – "| Preview | $0.10 | $0.00 | Testing queries (~10 candidates) "
Enterprise Quote – – – "Built for scalable, reliable, enterprise workloads"

Free plan: Up to 5,000 requests per month free, plus $5 in free credits per month

Fine print

Billing increment
Not stated
Billed beyond usage
Not stated
Contract
Not stated
Refunds
Not stated
Auto renew
Not stated
Price change notice
Not stated

"Not stated" means we read their pricing page and terms and they don't say.

About the company

Legal name
Parallel Web Systems Inc.
Address
735 Emerson Street, Palo Alto, CA 94301
Online since
Dec 16, 2017
Domain registration date
Ships updates
40 in the last 12 months
Last on Oct 26, 2026, from their changelog
Customers
"Trusted by category-defining startups and Fortune 500 enterprises"
their claim

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Reviews elsewhere

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Questions

Is Parallel Web Systems free?

Yes. Up to 5,000 requests per month free, plus $5 in free credits per month