Brandwave

COMSOL Multiphysics vs PraxiLabs:Which is more popular?

In September 2026, COMSOL Multiphysics had more branded searches than PraxiLabs among science simulation platforms worldwide. COMSOL Multiphysics had about 14,800 branded searches, while PraxiLabs had 2,400. COMSOL Multiphysics made up 2.7% of all science simulation platform searches we track, and PraxiLabs accounted for 0.44%. When we asked ChatGPT and Google AI Overviews about science simulation platforms, COMSOL Multiphysics and PraxiLabs each appeared in two of the five answers. COMSOL Multiphysics and PraxiLabs were each mentioned first in two of the four answers that named either.

Among science simulation platforms worldwide in September 2026

Who do people search for more?

COMSOL Multiphysics, about 6 searches for every 1 for PraxiLabs

COMSOL Multiphysics 14.8K searchesPraxiLabs 2.4K searches

Who does AI mention more?

Both were mentioned in 2 of 5 answers.

COMSOL Multiphysics in 2 of 5PraxiLabs in 2 of 5

Who does AI recommend more?

Each is named first in 2 of 4 answers.

COMSOL Multiphysics first in 2PraxiLabs first in 2

Follow COMSOL Multiphysics vs PraxiLabs and get free monthly updates on what changed

By continuing you'll get index updates and occasional product news from Brandwave. Unsubscribe any time. Privacy

Track your brand against a rival →

Top science simulation platforms in ChatGPT and Google AI Overviews

In three ChatGPT questions and two Google AI Overviews, COMSOL Multiphysics was mentioned in two out of five: in two of the three ChatGPT answers, but not in either of the two Google AI Overviews. PraxiLabs was mentioned in two out of five: in one of the three ChatGPT answers and in one of the two Google AI Overviews. COMSOL Multiphysics and PraxiLabs were each listed first in two of the four answers that named either.

Most recommended by AI

Brands get a higher ranking if they are mentioned earlier in the answers.

  1. PhET1st
  2. Labster2nd
  3. NetLogo3rd
  4. MATLAB and Simulink4th
  5. COMSOL Multiphysics5th
  6. ChemCollective5th
  7. PraxiLabs7th
  8. ExploreLearning8th
  9. Pivot Interactives–

Mentioned by AI

Each dot is one answer, filled in when that answer mentions the brand.

  • PhET5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
  • Labster3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
  • ChemCollective3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
  • MATLAB and Simulink2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
  • NetLogo2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
  • COMSOL Multiphysics2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
  • PraxiLabs2 of 5Named in 1 of 3 ChatGPT answersNamed in 1 of 2 Google answers
  • ExploreLearning1 of 5Named in 0 of 3 ChatGPT answersNamed in 1 of 2 Google answers
  • Pivot Interactives0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers

See every answer about science simulation platforms

5 answers

Not named in any answer:

Brands are shown in the order each answer named them. The survey took place in the United States on October 21, 2026.

Is COMSOL Multiphysics or PraxiLabs more popular in search?

This chart shows how often people search Google for COMSOL Multiphysics and PraxiLabs by name. Each line represents a brand's share of searches for all nine science simulation platforms we track, month by month, from English-language searches worldwide.

COMSOL Multiphysics and PraxiLabs among science simulation platforms worldwide, by month

Share of searches by month for COMSOL Multiphysics, PraxiLabs. The figures are in the table below the chart.

View monthly share of searches table
MonthPhETExploreLearningLabsterMATLAB and SimulinkNetLogoPivot InteractivesCOMSOL MultiphysicsChemCollectivePraxiLabs
Oct 202550.6%27.7%6.8%3.7%3.7%3%3%0.91%0.49%
Nov 202549.7%27.3%6.7%4.5%4.5%3%3%0.89%0.59%
Dec 202543.1%28.9%8.6%5.8%4.7%3.2%3.9%1.1%0.77%
Jan 202648%26.3%7.9%4.3%4.3%3.5%3.5%1.6%0.45%
Feb 202652.9%23.6%7.1%3.9%3.9%3.2%3.2%1.7%0.52%
Mar 202644.3%29.8%7.3%4.9%4.9%3.3%4%0.97%0.64%
Apr 202652.9%23.6%7.1%3.9%4.8%2.6%3.2%1.2%0.77%
May 202652.3%23.5%7%4.7%4.7%2.1%3.8%1.1%0.62%
Jun 202657.1%17.1%7.7%5.1%5.1%1.2%5.1%1%0.55%
Jul 202664.6%13%5.8%4.8%4.8%0.61%4.8%0.93%0.77%
Aug 202661%18.4%6.7%3.7%3.7%2%3%1.1%0.47%
Sep 202654.9%24.6%6%3.3%3.3%3.3%2.7%1.5%0.44%

How has the COMSOL Multiphysics and PraxiLabs comparison changed over the last 12 months?

3 findings

How did search popularity change for science simulation platforms worldwide in September 2026?

3 changes

  1. In September 2026, Pivot Interactives overtook COMSOL Multiphysics to rank 6th among science simulation platforms worldwide, with 3.3% of the searches.

  2. COMSOL Multiphysics’ share of searches among science simulation platforms worldwide has lost ground for 3 months in a row, from 5.1% to 2.7% in September 2026.

  3. Estimated monthly branded searches for PraxiLabs worldwide fell 17.2% over 12 measured months, from 2.9K to 2.4K in September 2026.

How are branded searches counted?

2 search terms

Brandwave collects information about searches that people make online using COMSOL Multiphysics’ and PraxiLabs’ names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.

COMSOL Multiphysics

1 branded search term

  • comsol multiphysics

PraxiLabs

1 branded search term

  • praxilabs

How the Brand Demand Index is measured

Other head-to-heads among science simulation platforms

Creator with pink hair and a pink jacket

Put your own brand in this comparison

Brandwave tracks your branded demand next to the rival you actually watch, with your campaigns, spend and outcomes on the same timeline.

Start free