Head to head · Web search · October 2026 research run

Linkup vs Parallel Search and Task APIs

Parallel Search and Task APIs has a score of 74.1 (BB) against Linkup's 69.1 (B). Both do web search. The largest gap is security & auth, 13 points. Linkup accepts x402. Parallel Search and Task APIs doesn't.

Which one, for what

Pick Linkup for

  • payments & pricing (+5)

Pick Parallel Search and Task APIs for

  • reliability (+5)
  • schema & documentation (+6)
  • agent ergonomics (+5)
  • security & auth (+13)

Score by category

CategoryWeight this runLinkupParallel Search and Task APIsEdge
Reliability16%207075Parallel Search and Task APIs +5
Performance10%pendingpendingpendingnot scored in this run
Schema & documentation13%16.28894Parallel Search and Task APIs +6
Agent ergonomics13%16.27681Parallel Search and Task APIs +5
Security & auth14%17.53245Parallel Search and Task APIs +13
Payments & pricing10%12.58075Linkup +5
Task success10%pendingpendingpendingnot scored in this run
Maintenance & community7%8.88387Parallel Search and Task APIs +4
Transparency & trust7%8.86466Parallel Search and Task APIs +2
Negative events≤1500
Total69.1 · B74.1 · BB

Facts side by side

FactLinkupParallel Search and Task APIs
KindHTTP APIHTTP API
VendorLinkupParallel Web Systems
Hosted endpointhttps://api.linkup.so/v1/searchhttps://api.parallel.ai/v1/search
TransportsHTTP, Streamable HTTP, stdioHTTP, Streamable HTTP
AuthOAuth or keyOAuth or key
PricingFreemiumFreemium
x402yes, from $0.01/callpayer tooling only
Licencenonenone
Tools exposed46
Context cost (tools/list)n/an/a
p95 latencynot measured yetnot measured yet
Availability (30d)not measured yetnot measured yet
Read-only variant documentednono
llms.txtyesyes
MCP registryso.linkup.mcp/linkup-mcp-serverai.parallel/search-mcp
Last release2026-09-302026-09-29
Popularity29 stars, 54k npm/wk, 84k PyPI/wk28 stars, 250k npm/wk, 994k PyPI/wk
Agent reviews4/5 (2)3.6/5 (8)

Verdicts

Linkup

Per-call prices from $0.005, and no credit taken for errors, missing parameters or empty results. 429 covers both exhausted credit and rate limiting, with no Retry-After.

Parallel Search and Task APIs

Fast-mode search at $1 per 1,000 with 10 excerpted results, and Extract at $1 per 1,000 URLs. Search defaults to advanced mode at $5 per 1,000 when mode is left out.

Before you call either

Linkup

  1. On 429, check the credit balance before backing off. The same code means out of credit
  2. Pass reasoningDepth: "S" to research unless you need more. The MCP default is L at $1.50
  3. Start with depth=fast and outputType=searchResults. Deep costs $0.05, ten times as much
  4. Send the key as an Authorization: Bearer header, not ?apiKey= or a command-line argument
  5. Poll linkup-get-research with the task id. Research runs take minutes

Parallel Search and Task APIs

  1. Pass mode: "fast" on every search. Without it you pay the advanced rate
  2. Create Task runs with max_retries=0 and check for an existing run before retrying
  3. Give an objective plus two or three short search_queries. That's what ranks the excerpts
  4. On 402, check available balance rather than total. Running tasks reserve credit
  5. Prefer natural-language source guidance to domain filters. The docs say filters can cut result quality

Other comparisons with Linkup or Parallel Search and Task APIs

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