Wolfram Mathematica
The most recommended of 11 math software
Recommended for its consistent, well-designed language, huge built-in library and strong symbolic math in an interactive notebook, but critics cite high cost, proprietary lock-in and poor performance at scale.
Recommended for its consistent, well-designed language, huge built-in library and strong symbolic math in an interactive notebook, but critics cite high cost, proprietary lock-in and poor performance at scale.
158 people gave an opinion
- recommend it
- 103
- criticize it
- 55
- approval share
- 65%
Recommended in 12 of 13 months
- November 2025: recommended
- December 2025: recommended
- January 2026: recommended
- February 2026: recommended
- March 2026: recommended
- April 2026: recommended
- May 2026: recommended
- June 2026: recommended
- July 2026: recommended
- August 2026: recommended
- September 2026: recommended
- October 2026: recommended
- November 2026: not recommended (month in progress)
Owned for 21 years
Median of the 5 owners who said how long they have had it.
Each square is one year.
Why it doesn’t carry the badge
- 103 people recommend itNeeds 10 or more, met.
- 1.8 recommenders for every criticNeeds 2 to 1 or better, not met.
- Recommended in 12 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
Consistent, carefully designed language
“They spent a lot of effort on consistent naming. It's basically equivalent of hundred of open source math/visualization packages merged into one”
Comment from 12 Aug 2026 in “Show HN: Woxi - Open-source Mathematica / Wolfram Language reimplementation” “every little Mathematica design feature to be incredibly well thought out, logical, and consistently implemented”
Comment from 7 Dec 2025 in “Wolfram Compute Services” “There are decades of work in Mathematica and the Wolfram Language, with a lot of carefully made design decisions”
Comment from 12 Aug 2026 in “Show HN: Woxi - Open-source Mathematica / Wolfram Language reimplementation” - Comment from 16 Dec 2025 in “In Defense of Matlab Code”
- Comment from 28 Feb 2026 in “Woxi: Wolfram Mathematica Reimplementation in Rust”
Great for interactive exploration
“Mathematica is definitely great for interactive use, but I'm not really aware of anyone aside from Wolfram himself who tries to deploy it at scale.”
Comment from 7 Dec 2025 in “Wolfram Compute Services” “I often found starting up Mathematica and just playing around with some computation is sometimes useful.”
Comment from 23 Jul 2026 in “Terrence Tao's ChatGPT Conversation about the Jacobian Conjecture Counterexample” “It's a great blend of Lisp and APL, wrapped up in a notebook interface with first-class interactivity.”
Comment from 7 Feb 2026 in “What Is Ruliology?” - Comment from 6 Dec 2025 in “Wolfram Compute Services”
- Comment from 8 Oct 2026 in “GPT‑6 and Intelligent UI for everyone”
Everything built in, no dependencies
“They spent a lot of effort on consistent naming. It's basically equivalent of hundred of open source math/visualization packages merged into one”
Comment from 12 Aug 2026 in “Show HN: Woxi - Open-source Mathematica / Wolfram Language reimplementation” “Arguably Mathematica is even more cohesive because it's not split up into "feature sold separately" packages.”
Comment from 16 Dec 2025 in “In Defense of Matlab Code” “No need to import dependencies - everything's included and consistent, very readable - yet compact - syntax”
Comment from 28 Feb 2026 in “Woxi: Wolfram Mathematica Reimplementation in Rust” - Comment from 1 Mar 2026 in “Woxi: Wolfram Mathematica Reimplementation in Rust”
Powerful symbolic manipulation
“Mathematica's symbolic solve sure is very useful, but numeric solutions are what really makes the art of finding integrals much less relevant.”
Comment from 5 Apr 2026 in “The threat is comfortable drift toward not understanding what you're doing” “I switched to using Wolfram Mathematica's symbolic expansion and simplification followed by a C code generation step.”
Comment from 29 Nov 2025 in “Tiger Style: Coding philosophy (2024)” “Mathematica is much better at data processing, symbolic manipulation, drawing plots, and other similar tasks.”
Comment from 6 Dec 2025 in “Wolfram Compute Services” - Comment from 12 Aug 2026 in “Show HN: Woxi - Open-source Mathematica / Wolfram Language reimplementation”
What people warn about
Each mark is one comment
Expensive licensing
“the question is whether wolfram language offers enough over python+scipy+sympy to justify the licensing cost and ecosystem lock-in”
Comment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems” “As an expensive proprietary software however, it is deemed to stay a niche product mainly for academia.”
Comment from 6 Dec 2025 in “Wolfram Compute Services” “It was eye-wateringly expensive and required a high-end system, though. It was good, and I liked it too”
Comment from 7 Mar 2026 in “Math Notepad” - Comment from 12 Aug 2026 in “Show HN: Woxi - Open-source Mathematica / Wolfram Language reimplementation”
- Comment from 7 Jun 2026 in “Arithmetic Without Numbers – How LLMs Do Math”
Proprietary lock-in and longevity risk
“the question is whether wolfram language offers enough over python+scipy+sympy to justify the licensing cost and ecosystem lock-in”
Comment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems” “Both Apple Numbers and Mathematica still depend on a proprietary software package from a for-profit company though.”
Comment from 25 Sep 2026 in “Dutch governments builds alternative for Microsoft based on NixOS” “by making their language and tooling closed and paywalled they doomed it to never be relevant to an LLM ever”
Comment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems” - Comment from 4 Oct 2026 in “What's the future for pure math research in the age of AI?”
Slow and struggles at scale
“Mathematica is definitely great for interactive use, but I'm not really aware of anyone aside from Wolfram himself who tries to deploy it at scale.”
Comment from 7 Dec 2025 in “Wolfram Compute Services” “I have no idea how a software that still does essentially the same thing as it did in 1988 can be that sluggish.”
Comment from 6 Dec 2025 in “Wolfram Compute Services” “the core language is just not very performant on modern cpus, so not the best tool for real-world applications”
Comment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems” - Comment from 28 Feb 2026 in “Woxi: Wolfram Mathematica Reimplementation in Rust”
Poor LLM support
“by making their language and tooling closed and paywalled they doomed it to never be relevant to an LLM ever”
Comment from 24 Feb 2026 in “Making Wolfram Tech Available as a Foundation Tool for LLM Systems” “LLMs tend to hallucinate a lot when you ask them to write Wolfram or Mathematica code”
Comment from 24 Apr 2026 in “Familiarity is the enemy: On why Enterprise systems have failed for 60 years”
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.
| Product | Recommend | Criticize | Approval | Months | Owned | Badge |
|---|---|---|---|---|---|---|
| Wolfram MathematicaThis page | 103 | 55 | 65% | 12 | 21 yrs5 owners | — |
| Wolfram Alpha | 28 | 9 | 76% | 11 | — | Approved |
| SageMath | 16 | 3 | 84% | 8 | — | Approved |
| SymPy | 13 | 7 | 65% | 8 | — | — |
| Maple by Maplesoft | 9 | 3 | 75% | 4 | — | — |
What people said
40 of the 191 comments that mention it, newest first. Each links to the original comment.
“I love those, once you determine the variables and make it interactive concepts come alive.”
“it's proprietary and so there is no guarantee it will survive the dissolution of the company”
“Both Apple Numbers and Mathematica still depend on a proprietary software package from a for-profit company though.”
“have been a happy Apple Numbers and Wolfram Mathematica (and SPSS, PSPP, and R, and Python) user ever since”
“Mathematica now has an MCP which I use regularly from Claude Code. It's nice not having to write the lengthy Mathematica expressions by hand.”
“There are decades of work in Mathematica and the Wolfram Language, with a lot of carefully made design decisions”
“They spent a lot of effort on consistent naming. It's basically equivalent of hundred of open source math/visualization packages merged into one”
“I always preferred Mathematica for that to SymPy since it's baked in to the language much more.”
“There is good value in preserving access to codebases made for Wolfram language which is expensive”
“I often found starting up Mathematica and just playing around with some computation is sometimes useful.”
“it is really impressive how Steven Wolfram managed to build a viable company around scientific software”
“it could be as self consistent and backwards compatible if people could depend on the implementation”
“the level of pattern matching you can use when defining functions, as well as the high level of functional composition”
“Mathematica is overkill for arithmetic, in addition it's licenced and can cost a bit extra.”
“it is more often than not faster to write out a simulation or design in a language I know inside out like fortran or mathematica”
“in my experience LLMs tend to hallucinate a lot when you ask them to write Wolfram or Mathematica code”
“LLMs tend to hallucinate a lot when you ask them to write Wolfram or Mathematica code”
“Mathematica's symbolic solve sure is very useful, but numeric solutions are what really makes the art of finding integrals much less relevant.”
“Yes, it is all proprietary, but there are still ways to inspect most of the WL-implemented functions”
“So double-click selected a whole word (as in all editors), triple-click selected all the comma-separated multiple args of a function”
“It was eye-wateringly expensive and required a high-end system, though. It was good, and I liked it too”
“Mathematica is a complete programming environment with an insanely featureful standard library.”
“Mathematica is great for quick stuff, but once you hit a particular level complexity it goes crazy.”
“No need to import dependencies - everything's included and consistent, very readable - yet compact - syntax”
“by making their language and tooling closed and paywalled they doomed it to never be relevant to an LLM ever”
“the core language is just not very performant on modern cpus, so not the best tool for real-world applications”
“the question is whether wolfram language offers enough over python+scipy+sympy to justify the licensing cost and ecosystem lock-in”
“It's a great blend of Lisp and APL, wrapped up in a notebook interface with first-class interactivity.”
“Arguably Mathematica is even more cohesive because it's not split up into "feature sold separately" packages.”
“every little Mathematica design feature to be incredibly well thought out, logical, and consistently implemented”
“Mathematica is definitely great for interactive use, but I'm not really aware of anyone aside from Wolfram himself who tries to deploy it at scale.”
“I would see that as a huge advantage, which allows for very powerful programming and meta-programming techniques.”
“I've had it installed on my laptop for over two decades, and I use it maybe once a year for actual work.”
“Mathematica is much better at data processing, symbolic manipulation, drawing plots, and other similar tasks.”
“having an interactive graphical environment, debugging experience and optimisation when needed”
“I'm a non-mathematician and I used it for lots of novel stuff - GIS, visualisations of all kinds, machine learning.”
“As an expensive proprietary software however, it is deemed to stay a niche product mainly for academia.”
“I have no idea how a software that still does essentially the same thing as it did in 1988 can be that sluggish.”
“using words and imagery to explain what is happening, and only using the equations to prove the words are true.”
“I switched to using Wolfram Mathematica's symbolic expansion and simplification followed by a C code generation step.”
Counts come from 1,795,640 Hacker News comments, November 2025 to November 2026. How we count. Report a mistake.