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Parallel Search API

Hacker Approved

Ranked 5 of 12 search APIs by recommenders

People recommend it for good search quality and compelling pricing; the main caveat is slow responses and unclear terms around data logging.

People recommend it for good search quality and compelling pricing; the main caveat is slow responses and unclear terms around data logging.

18 people gave an opinion

recommend it
12
criticize it
6
approval share
67%
Each figure is one person. RecommendsCriticizes

Recommended in 4 of 13 months

  1. November 2025: recommended
  2. December 2025: not recommended
  3. January 2026: not recommended
  4. February 2026: not recommended
  5. March 2026: not recommended
  6. April 2026: not recommended
  7. May 2026: not recommended
  8. June 2026: not recommended
  9. July 2026: recommended
  10. August 2026: recommended
  11. September 2026: not recommended
  12. October 2026: recommended
  13. November 2026: not recommended (month in progress)

Why it carries the badge

  • 12 people recommend itNeeds 10 or more, met.
  • 2 recommenders for every criticNeeds 2 to 1 or better, met.
  • Recommended in 4 of 13 monthsNeeds 4 or more, met.

The same three rules apply to every product, and the badge can’t be bought. How the badge works

What people say about it

The reasons people give, with the number of comments that give each one. Open a reason to read what they said.

Why people recommend it

Each mark is one comment

  • Good search quality

    “if you're going paid, Parallel, Firecrawl, Tavily and Exa are all pretty good now”

    Comment from 18 Oct 2026 in “DeepSeek search and fetch – $0.75 per 1000 successful requests”

    “I am impressed by the quality and latency of Parallel search APIs”

    Comment from 7 Nov 2025 in “The Parallel Search API”
  • Human and AI toggle

    “Human and machine choose looks really good”

    Comment from 7 Nov 2025 in “The Parallel Search API”

    “Human | AI toggle is cool.”

    Comment from 6 Nov 2025 in “The Parallel Search API”

What people warn about

Each mark is one comment

  • Slow response times

    “In terms of latency, Keenable is much faster than both Exa and Parallel”

    Comment from 25 Aug 2026 in “Show HN: Keenable – A different web search API for AI agents”

    “parallel tops out at around 500 per second (but is dreadfully slow)”

    Comment from 2 Apr 2026 in “Show HN: Forkrun – NUMA-aware shell parallelizer (50×–400× faster than parallel)”

    “If it is indeed 5s per request that seems like a deal breaker”

    Comment from 6 Nov 2025 in “The Parallel Search API”
  • Unclear terms and data logging

    “I like Parallel and been using it for tests but I am not sure about the terms.”

    Comment from 6 Nov 2025 in “The Parallel Search API”

    “both log by default with enterprise opt in for zdr.”

    Comment from 26 Apr 2026 in “Eden AI – European Alternative to OpenRouter”
  • Doubts about API design

    “It may merely be poorly written, but I wouldn't rely on that.”

    Comment from 7 Nov 2025 in “The Parallel Search API”

    “patterns like this leave me with a really bad impression”

    Comment from 7 Nov 2025 in “The Parallel Search API”

Other search APIs people recommend

The four most recommended other search APIs, with the same counts for each, so you can compare like for like. The tick on each bar marks the 2 to 1 line the badge needs.

Parallel Search API compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Exa33979%10—Approved
SerpApi161062%8——
Brave Search API15383%7—Approved
DeepSeek search API15768%1——
Parallel Search APIThis page12667%4—Approved
See all 12 search APIs, ranked

What people said

15 of the 19 comments that mention it, newest first. Each links to the original comment.

“if you're going paid, Parallel, Firecrawl, Tavily and Exa are all pretty good now”

RecommendsComment from 18 Oct 2026 in “DeepSeek search and fetch – $0.75 per 1000 successful requests”

“Instead of keywords, the model writes objectives.”

RecommendsComment from 28 Aug 2026 in “GLM-5.3 is now open-weight”

“parallel has been performing well under high concurrency”

RecommendsComment from 27 Aug 2026 in “Show HN: Telem – Route agent web search across providers and inspect the traces”

“In terms of latency, Keenable is much faster than both Exa and Parallel”

CriticizesComment from 25 Aug 2026 in “Show HN: Keenable – A different web search API for AI agents”

“both log by default with enterprise opt in for zdr.”

CriticizesComment from 26 Apr 2026 in “Eden AI – European Alternative to OpenRouter”

“parallel tops out at around 500 per second (but is dreadfully slow)”

CriticizesComment from 2 Apr 2026 in “Show HN: Forkrun – NUMA-aware shell parallelizer (50×–400× faster than parallel)”

“Human and machine choose looks really good”

RecommendsComment from 7 Nov 2025 in “The Parallel Search API”

“It may merely be poorly written, but I wouldn't rely on that.”

CriticizesComment from 7 Nov 2025 in “The Parallel Search API”

“the benchmark results look really interesting and the pricing is compelling”

RecommendsComment from 7 Nov 2025 in “The Parallel Search API”

“patterns like this leave me with a really bad impression”

CriticizesComment from 7 Nov 2025 in “The Parallel Search API”

“I am impressed by the quality and latency of Parallel search APIs”

RecommendsComment from 7 Nov 2025 in “The Parallel Search API”

“We'll try this out at FutureSearch.”

RecommendsComment from 6 Nov 2025 in “The Parallel Search API”

“I like Parallel and been using it for tests but I am not sure about the terms.”

MixedComment from 6 Nov 2025 in “The Parallel Search API”

“Human | AI toggle is cool.”

RecommendsComment from 6 Nov 2025 in “The Parallel Search API”

“If it is indeed 5s per request that seems like a deal breaker”

CriticizesComment from 6 Nov 2025 in “The Parallel Search API”

Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.