Hacker ApprovedDepartments

aiohttp

Ranked 8 of 11 HTTP client libraries by recommenders

Python async HTTP library people recommend for its speed in benchmarks and over HTTPX; the main caveat is that it is tied to HTTP/1.

Python async HTTP library people recommend for its speed in benchmarks and over HTTPX; the main caveat is that it is tied to HTTP/1.

7 people gave an opinion

recommend it
7
criticize it
0
approval share
100%
Each figure is one person. RecommendsCriticizes

Recommended in 5 of 13 months

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

Why it doesn’t carry the badge

  • 7 people recommend itNeeds 10 or more, not met.
  • Nobody criticizes itNeeds 2 to 1 or better, met.
  • Recommended in 5 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

  • Fast async performance

    “Even frameworks written in JS (hyperexpress, just-js) or python (aiohttp) can vault into the realm of top-10 performers”

    Comment from 24 Mar 2026 in “Sunsetting the Techempower Framework Benchmarks”

    “from your benchmarks it seems like I should've went with aiohttp for faster async”

    Comment from 14 Dec 2025 in “Ask HN: What Are You Working On? (December 2025)”

    “I would advise everyone to switch to Aiohttp.”

    Comment from 25 Mar 2026 in “I Forked Httpx”
  • Preferred over HTTPX

    “I would advise everyone to switch to Aiohttp.”

    Comment from 25 Mar 2026 in “I Forked Httpx”

    “how much worse HTTPX performs versus Aiohttp”

    Comment from 28 Aug 2026 in “HTTPX2 – A next-generation HTTP client for Python”

What people warn about

Each mark is one comment

Other HTTP client libraries people recommend

The four most recommended other HTTP client libraries, 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.

aiohttp compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Requests (Python library)23777%8—Approved
Axios213736%5——
Go net/http12763%4——
libcurl10283%7—Approved
aiohttpThis page70100%5——
See all 11 HTTP client libraries, ranked

What people said

All 8 comments that mention it, newest first. Each links to the original comment.

“how much worse HTTPX performs versus Aiohttp”

RecommendsComment from 28 Aug 2026 in “HTTPX2 – A next-generation HTTP client for Python”

“Those services were recreating HTTP clients (aiohttp) for every inbound request”

MixedComment from 13 May 2026 in “Reverting the incremental GC in Python 3.14 and 3.15”

“it's too heavily tied to HTTP/1”

MixedComment from 25 Mar 2026 in “I Forked Httpx”

“I would advise everyone to switch to Aiohttp.”

RecommendsComment from 25 Mar 2026 in “I Forked Httpx”

“Even frameworks written in JS (hyperexpress, just-js) or python (aiohttp) can vault into the realm of top-10 performers”

MixedComment from 24 Mar 2026 in “Sunsetting the Techempower Framework Benchmarks”

“we got aiohttp (async only) and httpx”

MixedComment from 13 Mar 2026 in “Show HN: I forked Python's Requests to add HTTP/3, async, and multiplexing”

“Switching to other libraries like requests and aiohttp and supporting them by contributing is clearly a better option.”

RecommendsComment from 28 Feb 2026 in “Httpx closing down issues and discussions due to "skewed gender representation"”

“from your benchmarks it seems like I should've went with aiohttp for faster async”

RecommendsComment from 14 Dec 2025 in “Ask HN: What Are You Working On? (December 2025)”

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