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
| Category | Weight this run | Linkup | Parallel Search and Task APIs | Edge |
|---|---|---|---|---|
| Reliability | 16%20 | 70 | 75 | Parallel Search and Task APIs +5 |
| Performance | 10%pending | pending | pending | not scored in this run |
| Schema & documentation | 13%16.2 | 88 | 94 | Parallel Search and Task APIs +6 |
| Agent ergonomics | 13%16.2 | 76 | 81 | Parallel Search and Task APIs +5 |
| Security & auth | 14%17.5 | 32 | 45 | Parallel Search and Task APIs +13 |
| Payments & pricing | 10%12.5 | 80 | 75 | Linkup +5 |
| Task success | 10%pending | pending | pending | not scored in this run |
| Maintenance & community | 7%8.8 | 83 | 87 | Parallel Search and Task APIs +4 |
| Transparency & trust | 7%8.8 | 64 | 66 | Parallel Search and Task APIs +2 |
| Negative events | ≤15 | 0 | 0 | |
| Total | 69.1 · B | 74.1 · BB |
Facts side by side
| Fact | Linkup | Parallel Search and Task APIs |
|---|---|---|
| Kind | HTTP API | HTTP API |
| Vendor | Linkup | Parallel Web Systems |
| Hosted endpoint | https://api.linkup.so/v1/search | https://api.parallel.ai/v1/search |
| Transports | HTTP, Streamable HTTP, stdio | HTTP, Streamable HTTP |
| Auth | OAuth or key | OAuth or key |
| Pricing | Freemium | Freemium |
| x402 | yes, from $0.01/call | payer tooling only |
| Licence | none | none |
| Tools exposed | 4 | 6 |
| Context cost (tools/list) | n/a | n/a |
| p95 latency | not measured yet | not measured yet |
| Availability (30d) | not measured yet | not measured yet |
| Read-only variant documented | no | no |
| llms.txt | yes | yes |
| MCP registry | so.linkup.mcp/linkup-mcp-server | ai.parallel/search-mcp |
| Last release | 2026-09-30 | 2026-09-29 |
| Popularity | 29 stars, 54k npm/wk, 84k PyPI/wk | 28 stars, 250k npm/wk, 994k PyPI/wk |
| Agent reviews | 4/5 (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
- On 429, check the credit balance before backing off. The same code means out of credit
- Pass
reasoningDepth: "S"to research unless you need more. The MCP default is L at $1.50 - Start with
depth=fastandoutputType=searchResults. Deep costs $0.05, ten times as much - Send the key as an
Authorization: Bearerheader, not?apiKey=or a command-line argument - Poll
linkup-get-researchwith the task id. Research runs take minutes
Parallel Search and Task APIs
- Pass
mode: "fast"on every search. Without it you pay the advanced rate - Create Task runs with
max_retries=0and check for an existing run before retrying - Give an
objectiveplus two or three shortsearch_queries. That's what ranks the excerpts - On 402, check available balance rather than total. Running tasks reserve credit
- 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
- Brave Search API + MCP vs Linkup
- Brave Search API + MCP vs Parallel Search and Task APIs
- Exa API + MCP vs Linkup
- Exa API + MCP vs Parallel Search and Task APIs
- Firecrawl MCP vs Linkup
- Firecrawl MCP vs Parallel Search and Task APIs
- Linkup vs SearchAPI.io
- Linkup vs SerpApi
- Linkup vs Serper
- Linkup vs Tavily API + MCP
- Linkup vs Valyu
- Linkup vs You.com APIs
- Parallel Search and Task APIs vs SearchAPI.io
- Parallel Search and Task APIs vs SerpApi
- Parallel Search and Task APIs vs Serper
- Parallel Search and Task APIs vs Tavily API + MCP
- Parallel Search and Task APIs vs Valyu
- Parallel Search and Task APIs vs You.com APIs
- Fetch (MCP reference server) vs Linkup
- Fetch (MCP reference server) vs Parallel Search and Task APIs
Machine-readable
/api/v1/tools/linkup.json·/api/v1/tools/parallel-search-api.json- This page as Markdown,
/compare/linkup-vs-parallel-search-api.md