Hacker ApprovedDepartments

Wolfram Alpha

Hacker Approved

Ranked 2 of 11 math software by recommenders

People recommend Wolfram Alpha for math answers and step-by-step solving, but critics say it handles plain-language questions poorly.

People recommend Wolfram Alpha for math answers and step-by-step solving, but critics say it handles plain-language questions poorly.

37 people gave an opinion

recommend it
28
criticize it
9
approval share
76%
Each figure is one person. RecommendsCriticizes

Recommended in 11 of 13 months

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

Why it carries the badge

  • 28 people recommend itNeeds 10 or more, met.
  • 3.1 recommenders for every criticNeeds 2 to 1 or better, met.
  • Recommended in 11 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

  • Shows step-by-step working

    “works well for these sorts of approximations, and shows its work more clearly than the AI chatbots I've used”

    Comment from 15 Jan 2026 in “The 500k-ton typo: Why data center copper math doesn't add up”

    “I learned calculus thanks to wolfram alpha step by step solving feature”

    Comment from 16 May 2026 in “The CTF scene is dead”

    “that was helpful if I got stuck on an intermediary step”

    Comment from 23 Aug 2026 in “Why Sal Khan't: On Learning by Making but Teaching by Telling”
  • Accurate math answers

    “use something decent like wolframalpha on your phone/laptop/desktop you won't run into precision issues”

    Comment from 5 Apr 2026 in “The threat is comfortable drift toward not understanding what you're doing”

    “Wolfram alpha is the better calculator for that sort of thing.”

    Comment from 1 Dec 2025 in “Google unkills JPEG XL?”
  • Go-to tool for quick math

    “I mostly go straight to Wolfram Alpha for those now”

    Comment from 17 Mar 2026 in “Kagi Small Web”

    “I would just use Wolfram Alpha or SageMath”

    Comment from 1 May 2026 in “Ti-84 Evo”
  • Useful for school and college

    “in college it is a game changer and I still use it to do school work”

    Comment from 31 Jan 2026 in “Ask HN: Do you still physical calculators?”

    “I used it a lot in college but never since.”

    Comment from 7 Jul 2026 in “Ask HN: Where are the good search engines for mathematical formulas?”

What people warn about

Each mark is one comment

  • Not better than Google

    “I couldn't find any tasks it could solve with it, that it couldn't solve with just Google and Python.”

    Comment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems”

    “I personally think Wolfram Alpha isn't any better than Google.”

    Comment from 4 Jan 2026 in “Lessons from 14 Years at Google”
  • Extra translation layer, rigid syntax

    “Alpha works very hard to force you into a natural-language syntax that takes away much of the fun”

    Comment from 7 Feb 2026 in “What Is Ruliology?”

    “Wolfram alpha was always an extra translation layer between machine and human.”

    Comment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems”

Other math software people recommend

The four most recommended other math software, 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.

Wolfram Alpha compared with 4 alternatives
ProductRecommendCriticizeApprovalMonthsOwnedBadge
Wolfram Mathematica1035565%1221 yrs5 owners—
Wolfram AlphaThis page28976%11—Approved
SageMath16384%8—Approved
SymPy13765%8——
Maple by Maplesoft9375%4——
See all 11 math software, ranked

What people said

36 of the 38 comments that mention it, newest first. Each links to the original comment.

“It got you 90% of the way there once you’d translated the problem.”

RecommendsComment from 26 Sep 2026 in “Plunging test scores are a slow-moving catastrophe”

“that was helpful if I got stuck on an intermediary step”

RecommendsComment from 23 Aug 2026 in “Why Sal Khan't: On Learning by Making but Teaching by Telling”

“I used it a lot in college but never since.”

RecommendsComment from 7 Jul 2026 in “Ask HN: Where are the good search engines for mathematical formulas?”

“it’s just the wrong tool for the job”

MixedComment from 17 Jun 2026 in “Wolfram Language and Mathematica Version 15, AI Assistant, Symbolic Music, More”

“The AI gave you as right a reasonable answer as could be made for the ambiguity of the questions”

RecommendsComment from 17 Jun 2026 in “Wolfram Language and Mathematica Version 15, AI Assistant, Symbolic Music, More”

“it could definitely be clearer”

CriticizesComment from 17 Jun 2026 in “Wolfram Language and Mathematica Version 15, AI Assistant, Symbolic Music, More”

“it says 202 grams and if you put in”

CriticizesComment from 17 Jun 2026 in “Wolfram Language and Mathematica Version 15, AI Assistant, Symbolic Music, More”

“wolfram alpha has a poor understanding of language and a very good understanding of math”

MixedComment from 5 Jun 2026 in “No, Artificial Intelligence is not Conscious - Ted Chiang”

“It was helpful, because we did it ourself”

RecommendsComment from 4 Jun 2026 in “Failing grades soar with AI usage, dwindling math skills in Berkeley CS classes”

“I learned calculus thanks to wolfram alpha step by step solving feature”

RecommendsComment from 16 May 2026 in “The CTF scene is dead”

“I would just use Wolfram Alpha or SageMath”

RecommendsComment from 1 May 2026 in “Ti-84 Evo”

“Shouldn't one use e.g a Wolfram Alpha MCP endpoint for math in AI?”

RecommendsComment from 25 Apr 2026 in “DeepSeek v4”

“use something decent like wolframalpha on your phone/laptop/desktop you won't run into precision issues”

RecommendsComment from 5 Apr 2026 in “The threat is comfortable drift toward not understanding what you're doing”

“I mostly go straight to Wolfram Alpha for those now”

RecommendsComment from 17 Mar 2026 in “Kagi Small Web”

“WolframAlpha usually got to the correct answer, but often used a non-human strategy for integration.”

MixedComment from 1 Mar 2026 in “AI is making junior devs useless”

“these tools made it easier for me to understand what I was doing wrong”

RecommendsComment from 1 Mar 2026 in “AI is making junior devs useless”

“was a genuinely useful and good tool, perfect for the times”

RecommendsComment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems”

“One thing me.Stephen never made available is for people to copy results of Wolfram Alpha”

CriticizesComment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems”

“its useful to just "know" instantly which choice has real solutions”

RecommendsComment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems”

“Wolfram alpha was always an extra translation layer between machine and human.”

CriticizesComment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems”

“It's really interesting to watch, I've been a fly on the wall for years.”

RecommendsComment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems”

“I couldn't find any tasks it could solve with it, that it couldn't solve with just Google and Python.”

CriticizesComment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems”

“Alpha works very hard to force you into a natural-language syntax that takes away much of the fun”

CriticizesComment from 7 Feb 2026 in “What Is Ruliology?”

“You can play around with this”

RecommendsComment from 7 Feb 2026 in “What Is Ruliology?”

“it is greeting me with emojis, cracking some jokes”

MixedComment from 3 Feb 2026 in “Ask HN: Do you still physical calculators?”

“wolfram alpha where I need more than the specific answer”

RecommendsComment from 3 Feb 2026 in “Ask HN: Do you still physical calculators?”

“in college it is a game changer and I still use it to do school work”

RecommendsComment from 31 Jan 2026 in “Ask HN: Do you still physical calculators?”

“I'm a fan of Xcas and Wolfram Alpha now.”

RecommendsComment from 31 Jan 2026 in “Ask HN: Do you still physical calculators?”

“I've never, not once in my life, had any desire to use a physical calculator when I could use a full blown computer instead.”

RecommendsComment from 31 Jan 2026 in “Ask HN: Do you still physical calculators?”

“works well for these sorts of approximations, and shows its work more clearly than the AI chatbots I've used”

RecommendsComment from 15 Jan 2026 in “The 500k-ton typo: Why data center copper math doesn't add up”

“which for the past 15 years has featured the ability to display references of similar magnitude”

RecommendsComment from 15 Jan 2026 in “The 500k-ton typo: Why data center copper math doesn't add up”

“At this point I trust W|A less than ChatGPT. No clue what they've done to the engine in the last few years, but it's a steaming pile of dogshit now.”

CriticizesComment from 6 Jan 2026 in “Show HN: Number theoretic compliance stack for Git”

“I personally think Wolfram Alpha isn't any better than Google.”

CriticizesComment from 4 Jan 2026 in “Lessons from 14 Years at Google”

“Wolfram (still) fails this kind of test at the moment.”

CriticizesComment from 6 Dec 2025 in “Show HN: The notepad that thinks in numbers”

“Wolfram alpha is the better calculator for that sort of thing.”

RecommendsComment from 1 Dec 2025 in “Google unkills JPEG XL?”

“This already exists: https://www.wolframalpha.com/”

RecommendsComment from 28 Nov 2025 in “DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning [pdf]”

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