# Wolfram Mathematica 103 Hacker News commenters recommended Wolfram Mathematica and 55 criticized it, November 2025 to November 2026. It was recommended in 12 of 13 months; owners who said how long report a median of 21 years (5 owners). **Verdict:** 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. ## Why people recommend it - Consistent, carefully designed language (5 comments): "They spent a lot of effort on consistent naming. It's basically equivalent of hundred of open source math/visualization packages merged into one" ([source](https://news.ycombinator.com/item?id=49273278)) "every little Mathematica design feature to be incredibly well thought out, logical, and consistently implemented" ([source](https://news.ycombinator.com/item?id=46180341)) "There are decades of work in Mathematica and the Wolfram Language, with a lot of carefully made design decisions" ([source](https://news.ycombinator.com/item?id=49276619)) - Great for interactive exploration (5 comments): "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." ([source](https://news.ycombinator.com/item?id=46179027)) "I often found starting up Mathematica and just playing around with some computation is sometimes useful." ([source](https://news.ycombinator.com/item?id=49022407)) "It's a great blend of Lisp and APL, wrapped up in a notebook interface with first-class interactivity." ([source](https://news.ycombinator.com/item?id=46926742)) - Everything built in, no dependencies (4 comments): "They spent a lot of effort on consistent naming. It's basically equivalent of hundred of open source math/visualization packages merged into one" ([source](https://news.ycombinator.com/item?id=49273278)) "Arguably Mathematica is even more cohesive because it's not split up into "feature sold separately" packages." ([source](https://news.ycombinator.com/item?id=46283243)) "No need to import dependencies - everything's included and consistent, very readable - yet compact - syntax" ([source](https://news.ycombinator.com/item?id=47197408)) - Powerful symbolic manipulation (4 comments): "Mathematica's symbolic solve sure is very useful, but numeric solutions are what really makes the art of finding integrals much less relevant." ([source](https://news.ycombinator.com/item?id=47650229)) "I switched to using Wolfram Mathematica's symbolic expansion and simplification followed by a C code generation step." ([source](https://news.ycombinator.com/item?id=46086322)) "Mathematica is much better at data processing, symbolic manipulation, drawing plots, and other similar tasks." ([source](https://news.ycombinator.com/item?id=46172511)) ## What people warn about - Expensive licensing (5 comments): "the question is whether wolfram language offers enough over python+scipy+sympy to justify the licensing cost and ecosystem lock-in" ([source](https://news.ycombinator.com/item?id=47133201)) "As an expensive proprietary software however, it is deemed to stay a niche product mainly for academia." ([source](https://news.ycombinator.com/item?id=46172006)) "It was eye-wateringly expensive and required a high-end system, though. It was good, and I liked it too" ([source](https://news.ycombinator.com/item?id=47283093)) - Proprietary lock-in and longevity risk (4 comments): "the question is whether wolfram language offers enough over python+scipy+sympy to justify the licensing cost and ecosystem lock-in" ([source](https://news.ycombinator.com/item?id=47133201)) "Both Apple Numbers and Mathematica still depend on a proprietary software package from a for-profit company though." ([source](https://news.ycombinator.com/item?id=49845689)) "by making their language and tooling closed and paywalled they doomed it to never be relevant to an LLM ever" ([source](https://news.ycombinator.com/item?id=47137664)) - Slow and struggles at scale (4 comments): "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." ([source](https://news.ycombinator.com/item?id=46179027)) "I have no idea how a software that still does essentially the same thing as it did in 1988 can be that sluggish." ([source](https://news.ycombinator.com/item?id=46171862)) "the core language is just not very performant on modern cpus, so not the best tool for real-world applications" ([source](https://news.ycombinator.com/item?id=47134251)) - Poor LLM support (2 comments): "by making their language and tooling closed and paywalled they doomed it to never be relevant to an LLM ever" ([source](https://news.ycombinator.com/item?id=47137664)) "LLMs tend to hallucinate a lot when you ask them to write Wolfram or Mathematica code" ([source](https://news.ycombinator.com/item?id=47888807)) ## Alternatives hackers recommend - [SymPy](https://hackerapproved.com/p/sympy.md): 13 recommend - [Symbolica](https://hackerapproved.com/p/symbolica.md): 7 recommend ## Where to get it - [Visit the official site](https://www.wolfram.com/mathematica/) ## Cite as Hacker Approved, "Wolfram Mathematica", https://hackerapproved.com/p/mathematica/ (counts from 1,795,640 Hacker News comments, November 2025 to November 2026).