Best Statistical Analysis Software for Startups of 2025

ndCurveMaster

SigmaLab Tomas Cepowski

ndCurveMaster is a specialized software designed for multivariable curve fitting. It automatically applies nonlinear regression equations to your datasets, which can consist of observed or measured values. The software supports curve and surface fitting in 2D, 3D, 4D, 5D, ..., nD dimensions. This means that no matter how complex your data is or how many variables it has, ndCurveMaster can handle it with ease. For example, ndCurveMaster can efficiently derive an optimal equation for a dataset with six inputs (x1 to x6) and an output Y, such as: Y = a0 + a1 · exp(x1)^-0.5 + a2 · ln(x2)^8 + ... + a6 · x6^5.2, to accurately match measured values. Utilizing machine learning numerical methods, ndCurveMaster automatically fits the most suitable nonlinear regression functions to your dataset and discovers the relationships between the inputs and output. This robust tool offers linear, polynomial, and nonlinear curve fitting, utilizes crucial validation and goodness-of-fit tests.

Starting Price: €289

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SPC-PC IV Explorer

Quality America

SPC-PC IV Explorer is a leading Statistical Process Control (SPC) Software package for quality assurance, capability evaluations, & streamlined process data management and reporting: -Manage process data with cascading folders grouped by customer, department, product, etc. -Password-protected concurrent-use licensing controls access to features -Process Monitor charts provide dashboard view of KPI -Quickly analyze keyboard data, or data imported or linked from Excel or other ODBC sources such as SAP, ERP, or LIMS -Data entry via electronic gaging supported in optional Work Set view -Customized reports exported to Word with charts, statistics, raw data or other info as needed -Show stratification patterns using symbol shape/color, or filter data using traceability fields. -Optional Web SPC interface for reporting, data entry & process monitoring throughout your supply chain with no local installation -Optional Calibration Management, or purchase separately as QA-Calibrate

Starting Price: $995.00/one-time/user

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SPC for Excel

BPI Consulting, LLC

SPC for Excel Software simplifies statistical charting and analysis. SPC for Excel helps you identify problem areas, gain insights into your data, spot trends, solve problems and improve processes all in the familiar environment of Excel. Whether you are a seasoned Black Belt or a novice, interested in Lean Six Sigma, Quality or process improvements, this software is for you. Get all the techniques you need for your charting and analysis. Technical support is free and there are no yearly fees. Discounts for multiple users. Site and enterprise licenses are available. Process Capability analysis - to meet your customer needs Control Charts and Histograms - to manage your processes Gage R&R Studies – to validate your measurement system Problem Solving Tools (Pareto, histogram, scatter, and more) - to help your team solve problems Advanced Data Analysis Tools (DOE, ANOVA, distribution fitting, regression, hypotheses testing, and more) – to meet your advanced needs.

2 Ratings

Starting Price: $329/one-time/user

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JMP Statistical Software

JMP Statistical Discovery

JMP, data analysis software for Mac and Windows, combines the strength of interactive visualization with powerful statistics. Importing and processing data is easy. The drag-and-drop interface, dynamically linked graphs, libraries of advanced analytic functionality, scripting language and ways of sharing findings with others, allows users to dig deeply into their data, with greater ease and speed. Originally developed in the 1980’s to capture the new value in GUI for personal computers, JMP remains dedicated to adding cutting-edge statistical methods and special analysis techniques from a variety of industries to the software’s functionality with each release. The organization's founder, John Sall, still serves as Chief Architect.

1 Rating

Starting Price: $1320/year/user

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Minitab Statistical Software

Minitab

For 50 years, Minitab has helped thousands of companies and institutions spot trends, solve problems, and discover valuable insights in their data through our comprehensive, best-in-class suite of data analysis and process improvement tools. Our namesake product, Minitab Statistical Software, leads the way in data analysis with the power to visualize, analyze and harness your data to gain insights and solve your toughest challenges. Access trusted, proven and modern analytics combined with dynamic visualizations to empower you and your decisions. The latest version of Minitab Statistical Software includes access to Minitab on the cloud so you can analyze from anywhere, and Graph Builder, our new interactive tool to instantly create multiple graph options at once. Minitab offers modules for Predictive Analytics and Healthcare to boost your analytics even further. Available in 8 languages: English, Chinese, French, German, Japanese, Korean, Spanish, and Portuguese.

1 Rating

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XLSTAT

Lumivero

Transform your data analysis with XLSTAT — the ultimate statistics software that more than 150,000 users across 120+ countries rely on! With XLSTAT, you can easily explore, predict, visualize, customize, and share your results without ever leaving Microsoft Excel. And with advanced features devoted to sensory analysis, marketing, life sciences, and quality, XLSTAT lets you unlock the full potential of your data from day one. XLSTAT is a powerful yet flexible Excel data analysis add-on that allows users to analyze, customize and share results within Microsoft Excel. With over 240 standard to advanced statistical features available, XLSTAT is the preferred tool for statistical analysis in businesses and universities, large and small, and for 100,000+ users in over 120 countries across the world.

Starting Price: $275.00/year/user

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Quark Analytics

In secure and manageable environment the user can quickly extract insights from data. You can gather the data through several formats and data types; create new variables; transform and select the cases of interest! You can examine and analyze data through proper data analysis for numerical and categorical variables. Check the results in a table or graphical manner. Explore the relationships between variables. Test the significance of the relationship. Correlations (Pearson, Spearman), Chi-Square tests, T-Test for independent Samples, Mann-Whitney, Anova, Kruskal-Wallis, and much more. You can easily select and calculate the most commonly measures of scale reliability. Test if the Dimensions on your data are consistent. Use Measures such as Cronbach Alpha Raw & Standardized, if item deleted, Guttman’s six, Intraclass correlation coefficients (ICC), and much more.

Starting Price: $29.90/month/user

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DC-E DigitalClone for Engineering

Sentient Science Corporation

DigitalClone® for Engineering is the world's only gearbox reliability prediction solution integrating multiple scales of analysis in a single software package. In addition to modeling and analysis capabilities at the gearbox and gear/bearing levels, DC-E is the only solution available that models fatigue life based on detailed, physics-based models of the material microstructure (US Patent 10474772B2). DC-E enables construction of a gearbox digital twin with high value across all stages of the lifecycle of the physical asset - from design and manufacturing optimization to component supplier selection to failure root cause analysis to condition-based maintenance and to prognostics. This computational environment drives down the time and cost to bring new designs to the market and to sustain them over time.

Starting Price: Upon request

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Displayr

Displayr is the all-in-one analysis and reporting software purpose-built for survey data. The only tool you'll ever need to uncover and share data stories. Displayr’s one app for everything, fully connecting your survey data, analysis, visualizations, and reports for seamless automation and better, faster insights. When you replace all your complicated analysis and reporting tools with Displayr, amazing things happen. Do everything in a fraction of the time, from data cleaning to analysis to dashboards & presentations. Displayr automatically does your grunt work for you plus it’s faster & easier to do the advanced analysis yourself as well. Share auto-updating interactive reports that are fully connected to the underlying analysis and source data. Doing all your analysis and reporting in one tool leaves you infinitely less room for error. But if a mistake’s spotted, trace it, fix it & auto-update everything.

Starting Price: $2,699 per year

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EngineRoom

MoreSteam

EngineRoom powers process improvement with a complete set of problem-solving tools. EngineRoom combines graphical, statistical, and modeling tools for organizing and managing your projects. Analyze your data, manage projects, and map and model processes. Using EngineRoom's intuitive drag-and-drop interface, you can avoid the steep learning curve of desktop data analysis software. EngineRoom includes interactive, patented wizards for both hypothesis testing and design of experiments (DOE) that step you through how to properly analyze your data and clearly report your results. With no installation on client desktops, complex licensing files, or dedicated hard drive storage to manage, you can instantly get up and running. Access your projects from any web browser by signing into your account. When you return to your projects from anywhere, your data and results are saved just the way you left them.

Starting Price: $449 per year

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XLfit

IDBS

Industry-standard models built-in with support for designing and sharing your own models. XLfit® is a Microsoft® Excel add-in for Windows that brings the power of scientific mathematics and statistics to Excel, together with supporting charting capabilities. XLfit is the leading statistical and curve fitting package for Excel and is used by the world’s leading pharmaceutical, chemical, engineering industries, and research institutions and is validated by the National Physical Laboratory (NPL). There are over 70 out-of-the-box models for both linear and nonlinear curve fitting available in XLfit, including all commonly used models for describing data from drug discovery-related experiments. An unlimited number of custom or user-defined models may be added. Linear and nonlinear modelling, interactive 3D and 2D charting, automatic and interactive point knock out. Features every scientist needs out of the box.

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Analyse-it

Analyse-it Software

The powerful statistical modelling & analysis you'd expect from an expensive statistics package. Includes multiple regression & model-fitting, ANOVA, ANCOVA, multiple comparisons, principal component analysis (PCA), factor analysis & hypothesis testing and other tools for exploratory data analysis. Statistical process control and quality improvement tools to meet customer expectations and keep them satisfied. Meet regulatory compliance demands with analytical and diagnostic method validation and verification. All the power of Analyse-it, combining all the features of the other editions. We've developed statistical software for more than 25 years, have a reputation for high-quality software, and have worked worked with some large companies on the back of that solid reputation.

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Alteryx

Step into a new era of analytics with the Alteryx AI Platform. Empower your organization with automated data preparation, AI-powered analytics, and approachable machine learning — all with embedded governance and security. Welcome to the future of data-driven decisions for every user, every team, every step of the way. Empower your teams with an easy, intuitive user experience allowing everyone to create analytic solutions that improve productivity, efficiency, and the bottom line. Build an analytics culture with an end-to-end cloud analytics platform and transform data into insights with self-service data prep, machine learning, and AI-generated insights. Reduce risk and ensure your data is fully protected with the latest security standards and certifications. Connect to your data and applications with open API standards.

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Develve

Develve Statistical Software

Statistical software for fast and easy interpretation of experimental data in science and R&D in a technical environment. This statistical package helps with analysis and prevents making false assumptions. In short it makes statistics faster and easier, suitable for fewer experience users but advanced enough for more demanding users. Develve has no deep hidden menus, everything is directly accessible and the results are directly visible, to improve productivity. For instance, the result graphs are easily scrollable and with a click on a graph a bigger version will pop up. Develve clearly indicates when two variables are significantly different, and if the sample size is big enough to prevent false assumptions. For a Design of Experiments Develve helps to create a test matrix. When a factor is not in balance Develve will detect this. This program can help to develop a robust product with high quality, this makes Develve an excellent Six sigma toolbox.

Starting Price: $75 one-time payment

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Plug&Score Modeler

Plug&Score

An extremely easy-to-use scoring system. A tool created by scoring experts for small and medium size credit organizations. Exactly what you need for accurate real-time scoring (and only for scoring) without obsolete hard-to-learn features. The best cost to value ratio on the market. Up and running within a few days. Easy to use due to its wizard-based scorecard modeling interface. Monitor and validate scorecards using a set of pre-defined reports. Reject Inference with automated and manual inference methods. Automated binning based on chi-square and manual binning based on WOE. Automatic and manual sampling. Graphical statistics. Portfolio data filtering, sorting and re-assignment to “Good” and “Bad”. Transformation of numeric variables into categorical ones. Correlation coefficients (correlation coefficient is provided for each pair of variables for the dataset before and after the binning procedure).

Starting Price: $9950 one-time payment

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PASS

NCSS

PASS software provides sample size tools for over 1100 statistical test and confidence interval scenarios - more than double the capability of any other sample size software. Each tool has been carefully validated with published articles and/or texts. Get to know PASS by downloading a free trial, viewing the video to the right, or exploring this website. PASS has been fine-tuned for over 25 years and is now the leading sample size software choice for clinical trials, pharmaceuticals, and other medical research. It has also become a mainstay in all other fields where sample size calculation or evaluation is needed. In PASS, you can estimate the sample size for a statistical test or confidence interval in a few short steps. If you need guidance during any of the steps, PASS has excellent documentation, there are free training videos, and you can contact our team of Ph.D. statisticians.

Starting Price: $395 per year

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Aspen Unscrambler

Aspen Technology

Industry-leading tool for modeling, prediction and optimization using multivariate statistical analysis and interactive visualizations. Develop products faster, improve quality and optimize processes by analyzing large, data sets easier than ever. Get faster, better answers to real-world problems by analyzing all types of data to optimize product development, quality and manufacturing processes. Leverage multivariate statistical analysis methods with unique capabilities for spectroscopy and chemometrics. Import material, sensor, process and spectral data in all the formats you need with features for easy plotting, preprocessing and modeling of spectral data. Provides better classification of products to deliver consistent product quality. Work smarter and streamline all phases of the analytical process with project-based workflows. Leverage compliance mode, digital signatures, passwords and audit trails to remain compliant with 21 CFR Part 11, EU Annex 11 and other regulations.

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Statgraphics

Statgraphics Technologies

Control your data, extend your reach, improve your processes, grow your revenue. That’s the Statgraphics proposition. But it’s more than that. Statgraphics gets you there with the greatest of ease! Our intuitive interface is unparalleled in power and sophistication matched with simplicity of use. With greatly expanded ability to process millions of rows of data, 260 advanced procedures, an R interface and so much more, our new version, Statgraphics 18® has all that you need to succeed. The current business environment demands reliance on data science to progress. You owe it to your business to take a look. Statgraphics was the first statistical software program adapted for the PC, the first to introduce integration of graphics into every statistical procedure, and the originator of point-by-point assistance tools and countless other groundbreaking features to simplify your tasks. While others were busy playing catch up, Statgraphics led the pack in providing pioneering advances.

Starting Price: $765 per year

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StatPlus

AnalystSoft

With StatPlus, one gets a robust suite of statistics tools and graphical analysis methods that are easily accessed through a simple and straightforward interface. The range of possible applications of StatPlus is virtually unlimited - sociology, financial analysis, biostatistics, economics, insurance industry, healthcare and clinical research - to name just a few fields where the program is already being extensively used. While StatPlus is a professional statistical analysis tool, the interface is so simple that even people who have no knowledge of statistics are capable of processing data, provided they know how to use PC and clear instructions are given. This frees up intellectual resources for analyzing the results, rather than agonizing over who and how processed the data, and if any mistakes were made in the process.

Starting Price: $9.99 per user per month

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EViews

S&P Global

With an intuitive interface and one of the largest sets of data management tools available, this econometric modeling software helps you quickly and efficiently create statistical and forecasting equations. Benefit from best-in-class features, including 64-bit Windows large memory support, object linking and embedding (OLE) and smart edit windows. Rapidly analyze time series, cross-section and longitudinal data. Streamline statistical and econometric modeling. Produce presentation-quality graphs and tables. Conduct superior budgeting, strategic planning and academic research. Context-sensitive menus. Batch programming language. Tools to for add-ins or user objects. Full command line support. Drag-and-drop functionality. Generate forecasts and model simulations. Produce high-quality graphs and tables for publication or inclusion in other applications. EViews 12 offers more of the power and ease-of-use that you've come to expect.

Starting Price: $610 one-time payment

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Analance

Ducen

Combining Data Science, Business Intelligence, and Data Management Capabilities in One Integrated, Self-Serve Platform. Analance is a robust, salable end-to-end platform that combines Data Science, Advanced Analytics, Business Intelligence, and Data Management into one integrated self-serve platform. It is built to deliver core analytical processing power to ensure data insights are accessible to everyone, performance remains consistent as the system grows, and business objectives are continuously met within a single platform. Analance is focused on turning quality data into accurate predictions allowing both data scientists and citizen data scientists with point and click pre-built algorithms and an environment for custom coding. Company – Overview Ducen IT helps Business and IT users of Fortune 1000 companies with advanced analytics, business intelligence and data management through its unique end-to-end data science platform called Analance.

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camLine Cornerstone

camLine

Cornerstone data analysis software allows efficient work to design experiments and explore data, analyze dependencies, and find answers you can act upon, immediately, interactively, and without any programming. Engineer oriented execution of statistics tasks without being burdened with statistics details. Easy and fast correlation detection in the data even working on Big Data infrastructure. Reduce the amount of experiments via statistically optimized experiment plans and speed up overall development. Fast finding of a usable process model and root-cause analysis via exploratory and visual data analysis. Optimizing your executed experiments via structured planning, data collection, and result analysis. Easy investigations of how noise in the process variables influences the process responses. Automatic capturing compact, reusable workflows.

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Markitsoft Sales Controller

Markitsoft

Sales forecasting and demand planning is an essential parts of a company's marketing plan, helping managers to analyze new market opportunities, plan where to concentrate their resources, and control their company’s performance efficiently and effectively. Our sales forecasting software for Microsoft Excel, Sales Controller, analyses your past sales statistics in an attempt to spot trends that can then be projected into the future. Forecasting anything is difficult to do accurately and sales forecasting and demand planning is no exception. The further into the future you try to plan demand the less accurate sales forecasting becomes, but an educated estimate is better than none at all. And, even though trends based on historical sales data provide no guarantees for the future, Sales Controller does give you the basis on which you can add your own insight and judgment.

Starting Price: $62 one-time payment

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Statistix

Analytical Software

lf you have data to analyze—but you're a researcher, not a statistician—Statistix is designed for you. You'll be up and running in minutes—without programming or using the manual! This easy to learn and simple to use software saves you valuable time and money. Statistix combines all the basic and advanced statistics and powerful data manipulation tools you need in a single, inexpensive package. Statistix offers powerful data manipulation tools, import/export support for Excel and text files, linear models (including linear regression, logistic regression, Poisson regression, and ANOVA), nonlinear regression, nonparametric tests, time series, association tests, survival analysis, quality control, power analysis, and more.

Starting Price: $395 one-time payment

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The Chemometrics Toolbox

Applied Chemometrics

It is important to choose chemometrics software which is both appropriate to your requirements and compatible with your personal style. No single package is right for everybody. That is why we sell and support a number of different software packages, spanning the range from command-line to completely menu-driven. We know these packages very well, and we have the experience to guide you to the right software the first time. Applied Chemometrics offers a variety of short courses on chemometrics and related topics. Many of these courses are presented at conferences throughout the year. All short courses are available for delivery on-site at your location. We are pleased to tailor our training to your needs. In many cases short courses can be combined with a mentoring program to help you develop the skills of your people and quickly reach the point of self-sufficiency.

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Forecast Pro

Business Forecast Systems

Forecast Pro is an off the-shelf forecasting package designed for business forecasters. Forecast Pro is used across virtually all industries and puts sophisticated forecasting techniques into anyone’s hands. It is powerful & accurate, yet easy-to-use and quick to implement, you can be up and running in just days, or even hours. Forecast Pro provides the combined power of AI machine learning and statistical forecasting in one easy-to-use package. These cutting-edge forecasting technologies are all included in Forecast Pro’s “best pick” algorithm, making it easier than ever to produce accurate and reliable forecasts. It’s easy for your organization to take advantage of all that Forecast Pro offers as the premier standalone forecasting solution without abandoning your existing ERP or other planning systems. Forecast Pro can easily hook into any other systems or databases that your organization uses, freeing you from the burden of being stuck with a lackluster embedded forecasting module.

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OriginPro

OriginLab

Origin is the data analysis and graphing software of choice for over half a million scientists and engineers in commercial industries, academia, and government laboratories worldwide. Origin offers an easy-to-use interface for beginners, combined with the ability to perform advanced customization as you become more familiar with the application. Origin graphs and analysis results can automatically update on data or parameter change, allowing you to create templates for repetitive tasks or to perform batch operations from the user interface, without the need for programming. Extend the capabilities in Origin by installing free Apps available from our website. Connect with other applications such as MATLAB™, LabVIEW™ or Microsoft© Excel, or create custom routines within Origin using our scripting and C languages, embedded Python, or the R console. Take your data analysis to the next level with OriginPro. In addition to all of Origin's features, OriginPro offers advanced analysis tools.

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TiMi

TIMi

With TIMi, companies can capitalize on their corporate data to develop new ideas and make critical business decisions faster and easier than ever before. The heart of TIMi’s Integrated Platform. TIMi’s ultimate real-time AUTO-ML engine. 3D VR segmentation and visualization. Unlimited self service business Intelligence. TIMi is several orders of magnitude faster than any other solution to do the 2 most important analytical tasks: the handling of datasets (data cleaning, feature engineering, creation of KPIs) and predictive modeling. TIMi is an “ethical solution”: no “lock-in” situation, just excellence. We guarantee you a work in all serenity and without unexpected extra costs. Thanks to an original & unique software infrastructure, TIMi is optimized to offer you the greatest flexibility for the exploration phase and the highest reliability during the production phase. TIMi is the ultimate “playground” that allows your analysts to test the craziest ideas!

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UNISTAT

Best-practice statistical data analysis in Microsoft Excel is difficult with existing add-ins and other software tools. UNISTAT is different, adding the power and accuracy of a full-featured statistical package to your existing analysis and visualization workflow. Using UNISTAT as Excel addin is easy. All you need to do is select a block of data and then select a procedure from the UNISTAT menus. UNISTAT’s procedure dialogues are intuitive to use and you will not feel as if you are dealing with another program. Using UNISTAT as Excel addin is easy. All you need to do is select a block of data and then select a procedure from the UNISTAT menus. UNISTAT’s procedure dialogues are intuitive to use and you will not feel as if you are dealing with another program.

Starting Price: $995 one-time payment

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SigmaPlot

Systat Software

With an award-winning interface and intuitive wizard technology that guides users step-by-step through the graph creation and data analysis process, SigmaPlot provides the flexibility to create compelling graphs and statistical analysis you simply can’t achieve with basic spreadsheet software. With the new Graph Properties user interface you can select the property category in the tree on the left and then change properties on the right. The change is immediately graphed and if you move your cursor off the panel then it becomes transparent and you can see the effect of your changes without leaving the panel. The “select left and change right” procedure makes editing your graphs quick and easy. SigmaPlot takes you beyond simple spreadsheets to help you show off your work clearly and precisely. With SigmaPlot, you can produce high-quality graphs without spending hours in front of a computer. SigmaPlot offers seamless Microsoft Office® integration, so you can easily access data.

Starting Price: $399.00/one-time/user

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Best Statistical Analysis Software for Startups

Compare the Top Statistical Analysis Software for Startups as of December 2025

What is Statistical Analysis Software for Startups?

ndCurveMaster

SPC-PC IV Explorer

SPC for Excel

JMP Statistical Software

Minitab Statistical Software

XLSTAT

Quark Analytics

DC-E DigitalClone for Engineering

Displayr

EngineRoom

XLfit

Analyse-it

Alteryx

Develve

Plug&Score Modeler

PASS

Aspen Unscrambler

Statgraphics

StatPlus

EViews

Analance

camLine Cornerstone

Markitsoft Sales Controller

Statistix

The Chemometrics Toolbox

Forecast Pro

OriginPro

TiMi

UNISTAT

SigmaPlot

Best Statistical Analysis Software for Startups

Compare the Top Statistical Analysis Software for Startups as of December 2025

What is Statistical Analysis Software for Startups?

ndCurveMaster

SPC-PC IV Explorer

SPC for Excel

JMP Statistical Software

Minitab Statistical Software

XLSTAT

Quark Analytics

DC-E DigitalClone for Engineering

Displayr

EngineRoom

XLfit

Analyse-it

Alteryx

Develve

Plug&Score Modeler

PASS

Aspen Unscrambler

Statgraphics

StatPlus

EViews

Analance

camLine Cornerstone

Markitsoft Sales Controller

Statistix

The Chemometrics Toolbox

Forecast Pro

OriginPro

TiMi

UNISTAT

SigmaPlot

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