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IBM SPSS Statistics vs NeuroAnalyzer.jl

IBM SPSS Statistics

ibm.com

NeuroAnalyzer.jl

neuroanalyzer.org

Side by side

FigureIBM SPSS StatisticsNeuroAnalyzer.jl
Price from$79/moFree
Free plan—Yes
Free trialYes—
Open source——
WindowsYesYes
macOSYesYes
LinuxYesYes
APIYes—
Self-hostedYesYes
Plans published181
Spec score · Statistical Analysis Software9.3 (#1)8.3 (#25)
Analysis methodsFeatures include mediation analysis, multivariate time-series analysis, bootstrapping, custom tables, decision trees, neural networks and complex-sample analysis.The toolbox includes frequency and time-frequency analysis, functional connectivity measures, entropy and complexity measures, HRV analysis, and MEP analysis.
Deploymentdesktopdesktop
Free planNoYes
LicenseSPSS Statistics is distributed under IBM license agreements such as the IBM Customer Agreement or International Program License Agreement rather than an open-source license.The project site says the software is licensed under the 2-Clause BSD License.
PurposeIBM describes SPSS Statistics as a statistical analysis platform for extracting insights from data using statistical testing, predictive modeling, regression, forecasting, data preparation and automated analysis.NeuroAnalyzer.jl is a Julia toolbox for exploring, visualizing, and analyzing neurophysiological recordings, including EEG, MEG, ECoG, SEEG, iEEG, NIRS, MEP, and EDA.
Regression modelsYesYes
Scripting supportYesYes
SecurityIBM says security is a shared effort between IBM and clients and recommends deployment following the organization’s security best practices.The pages reviewed do not state a security or compliance certification.
Statistical testsYesYes

Plans

IBM SPSS Statistics

  • Base subscription$99 a month
  • Custom Tables and Advanced Statistics$79 a month
  • Forecasting and Decision Trees$79 a month
  • Complex Sampling and Testing$79 a month
  • Base EditionPrice not published
  • Base EditionPriced on request
  • Standard EditionPriced on request
  • Standard EditionPrice not published
  • Professional EditionPriced on request
  • Professional EditionPrice not published

IBM SPSS Statistics pricing →

NeuroAnalyzer.jl

  • FreeFree

NeuroAnalyzer.jl pricing →

In their own words

IBM SPSS Statistics

IBM SPSS Statistics is desktop software for statistical analysis, data preparation, predictive modeling, forecasting, and automated analysis. Its methods include statistical testing, regression, mediation analysis, multivariate time-series analysis, bootstrapping, decision trees, neural networks, and complex-sample analysis. The AI Output Assistant, powered by watsonx.ai, analyzes selected results and presents plain-language insights. Python and R plug-ins let users work with those languages inside SPSS Statistics. IBM lists subscription, perpetual, campus, and student licenses. The Base subscription is $99 a month per authorized user and includes Statistics Base, data preparation, and bootstrapping. Three other named subscriptions are each $79 a month, with features for custom tables and advanced statistics, forecasting and decision trees, or complex sampling and testing. A 14-day trial requires no credit card to create an account, and there is no free plan. IBM says the desktop software is not supported on Linux; an authorized-user license also cannot run remotely through multi-session environments.

Visit ibm.com

NeuroAnalyzer.jl

NeuroAnalyzer.jl has no write-up on Specifiction yet; its figures are above.

Visit neuroanalyzer.org