# Best Statistical Analysis Software - Page 6

## How Many Statistical Analysis Software Products Does G2 Track?

**Total Products under this Category:** 88

### Category Stats (Aug 2026)

- **Average Rating:** 4.25/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** KNIME (+0.4%) - Among all products in this category, KNIME recorded the largest rating increase compared to last month

_Last updated: August 06, 2026_

## How Does G2 Rank Statistical Analysis Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 7,900+ Authentic Reviews
- 88+ Products
- Unbiased Rankings

G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.

## G2 Grid® for Statistical Analysis Software
 ![G2 Grid® for Statistical Analysis Software plotting products by satisfaction and market presence](https://www.g2.com/categories/statistical-analysis/grids.png?focus%5B%5D=1327283&focus%5B%5D=4350&focus%5B%5D=95635&focus%5B%5D=19720&focus%5B%5D=7124&focus%5B%5D=482&focus%5B%5D=63661&focus%5B%5D=112424)

Highlighted products: SAS Viya, IBM SPSS Statistics, Minitab Statistical Software, Base SAS, Posit Team, Qualtrics Market Research, Orange, and OriginPro.

Underlying data: [Grid® JSON](https://www.g2.com/categories/statistical-analysis/grids.json?focus%5B%5D=sas-sas-viya&focus%5B%5D=ibm-spss-statistics&focus%5B%5D=minitab-statistical-software&focus%5B%5D=base-sas&focus%5B%5D=posit-team&focus%5B%5D=qualtrics-market-research&focus%5B%5D=orange&focus%5B%5D=originpro)

**Sponsored**

### SAS Viya

SAS Viya is a cloud-native data and AI platform that enables teams to build, deploy and scale explainable AI that drives trusted, confident decisions. It unites the entire data and AI life cycle and empowers teams to innovate quickly while balancing speed, automation and governance by design. Viya unifies data management, advanced analytics and decisioning in a single platform, so organizations can move from experimentation to production with confidence, delivering measurable business impact that is secure, explainable and scalable across any environment. Key capabilities required to deliver trusted decisions include: • End-to-end clarity across the data and AI life cycle, with built-in lineage, auditability and continuous monitoring to support defensible decisions. • Governance by design, enabling consistent oversight across data, models and decisions to reduce risk and accelerate adoption. • Explainable AI at scale, so insights and outcomes can be understood, validated and trusted by business and regulators alike. • Operationalized analytics, ensuring value continues beyond deployment through monitoring, retraining and life cycle management. • Flexible, cloud-native deployment, allowing organizations to start anywhere and scale everywhere while maintaining control.

[Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=1789&secure%5Bchosen_at%5D=2026-08-07T02%3A38%3A54Z&secure%5Bdisplayable_resource_id%5D=1789&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=1789&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1327283&secure%5Bresource_id%5D=1789&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fstatistical-analysis%3FhsCtaTracking%3D4fc5847c-e99d-4606-ace4-4811057d2d09%257C5b2f8363-ea20-46eb-a2a7-4713f7014ff0%26page%3D6&secure%5Btoken%5D=9501b4b2451bff942d1924927b083c1a0ed83042a8fd98395a31cba8be9fdaa6&secure%5Burl%5D=https%3A%2F%2Fwww.sas.com%2Fgms%2Fredirect.jsp%3Fdetail%3DPLN73455_275629423&secure%5Burl_type%5D=custom_url)

### [Mass++](https://www.g2.com/products/mass/reviews)

This software is used to analyze mass spectrometry data.

#### Who Is the Company Behind Mass++?

- **Seller:** [MS3D](https://www.g2.com/sellers/ms3d)
- **Year Founded:** 1875
- **HQ Location:** Kyoto, JP
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b451ac53f60820b0d633ed1dfadbe13e1548239a0e38a81cbb0183a096cae004&secure%5Burl%5D=http%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fshimadzu-corporation&secure%5Burl_type%5D=linkedin_company_website)  
1,766 employees on LinkedIn®

### [Mastercard Test & Learn](https://www.g2.com/products/mastercard-test-learn/reviews)

Test, analyze, optimize Whether it’s a store remodel or a loyalty offer, Test & Learn® empowers business leaders to improve new and existing initiatives by designing and analyzing in-market business experiments. By using our analytics platform, businesses can understand the overall incremental impact of an initiative, the most effective aspects of the initiative, the types of customers or markets that respond best, and how to target rollout to maximize ROI.

#### Who Is the Company Behind Mastercard Test & Learn?

- **Seller:** [Mastercard](https://www.g2.com/sellers/mastercard)
- **Year Founded:** 1966
- **HQ Location:** Purchase, NY
- **Twitter:** @Mastercard  
491,448 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=45c40f7b41646f480e30ee3d1a7be4404df1182da202318367b4fc04ac4cd3e4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmastercard%2F&secure%5Burl_type%5D=linkedin_company_website)  
49,372 employees on LinkedIn®
- **Ownership:** NYSE - New York Stock Exchange

### [mathematical calculator](https://www.g2.com/products/mathematical-calculator/reviews)

The online computing network provides algebraic calculation, integral and differential calculus, mathematical statistics, matrix, digital calculation, geometric calculation, plane geometry, solid geometry, area and perimeter, trigonometry, volume calculation, analytic geometry, conversion calculation, unit conversion, date and time, color conversion, base conversion, physical calculation, classical physics, electronic circuits, web tools, Html tools, and health calculators.

#### Who Is the Company Behind mathematical calculator?

- **Seller:** [mathematical calculator](https://www.g2.com/sellers/mathematical-calculator)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [MCM Alchimia](https://www.g2.com/products/mcm-alchimia/reviews)

MCM Alchimia software for uncertainty estimation by Monte Carlo Method for labs, universities or research institutions.

#### Who Is the Company Behind MCM Alchimia?

- **Seller:** [Alchimia Project](https://www.g2.com/sellers/alchimia-project)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [Minitab DOE by Effex](https://www.g2.com/products/minitab-doe-by-effex/reviews)

Minitab DOE by Effex is an advanced, cloud-based design of experiments (DOE) solution that helps organizations optimize processes, accelerate innovation, and gain deeper insights with fewer experimental runs. Powered by proprietary OMARS® designs, AI-driven model selection, and a comprehensive DOE design catalog, it enables users to efficiently explore complex relationships, build more accurate predictive models, and identify optimal settings across multiple variables. Accessed through the Minitab Solution Center, Minitab DOE by Effex provides a centralized, collaborative environment where teams can design, analyze, and refine experiments from anywhere. By combining advanced DOE capabilities with an intuitive interface, it helps organizations reduce development time, improve product and process quality, and make faster, data-driven decisions with confidence.

#### Who Is the Company Behind Minitab DOE by Effex?

- **Seller:** [Minitab](https://www.g2.com/sellers/minitab-14ca02fe-fdeb-44c4-b0db-904058d0221b)
- **Year Founded:** 1972
- **HQ Location:** State College, Pennsylvania, United States
- **Twitter:** @Minitab  
5,017 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cb9bbbc84603b103c610db9cca13accdfdb6a18a954c1f68118a9aa45ae7e250&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F39142%2F&secure%5Burl_type%5D=linkedin_company_website)  
732 employees on LinkedIn®

### [NWA Quality Analyst](https://www.g2.com/products/nwa-quality-analyst/reviews)

NWA Quality Analyst® is an award winning SPC charting and analysis software solution providing the best combination of power, flexibility, and ease-of-use of any SPC software available. It enables a wide range of users to graphically analyze process behavior and judge the impact of process improvement decisions with minimal training in statistical techniques.

**Average Rating:** 4.5/5.0

**Total Reviews:** 1

#### Who Is the Company Behind NWA Quality Analyst?

- **Seller:** [Northwest Analytics](https://www.g2.com/sellers/northwest-analytics)
- **Year Founded:** 1980
- **HQ Location:** Portland, US
- **LinkedIn® Page:** [linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=d91534af91f9f1715e12a6a9484644321faeca64b040158c0e2a61f0ec2b5615&secure%5Burl%5D=https%3A%2F%2Flinkedin.com%2Fcompany%2Fnorthwest-analytics%2F&secure%5Burl_type%5D=linkedin_company_website)  
25 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 100% Large

#### What Are Recent G2 Reviews of NWA Quality Analyst?

**["NWA for Finding Specified Process Capability"](https://www.g2.com/survey_responses/nwa-quality-analyst-review-2127213)**

**Rating:** 4.5/5.0 stars

_— Denzel Philip B._

[Read full review](https://www.g2.com/survey_responses/nwa-quality-analyst-review-2127213)

#### What Are G2 Users Discussing About NWA Quality Analyst?

- [What is NWA Quality Analyst used for?](https://www.g2.com/discussions/what-is-nwa-quality-analyst-used-for)

### [Predictive Suite](https://www.g2.com/products/predictive-suite/reviews)

Predictive Suite is a computational intelligence software for data mining analysis and predictive modeling.

#### Who Is the Company Behind Predictive Suite?

- **Seller:** [Predictive Dynamix](https://www.g2.com/sellers/predictive-dynamix)
- **Year Founded:** 2013
- **HQ Location:** London, GB
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f9bb9665e3efc8dcfccc49945f34f9c46c348c2a121332fcfb07ee4ba3f77244&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Forderry%2F&secure%5Burl_type%5D=linkedin_company_website)  
69 employees on LinkedIn®

### [QC-CALC SPC](https://www.g2.com/products/qc-calc-spc/reviews)

QC-CALC SPC is a complete SPC package that analyzes the data collected by QC-CALC Real-Time. Use QC-CALC SPC’s charts and reports to constantly monitor your process and keep it in control.

#### Who Is the Company Behind QC-CALC SPC?

- **Seller:** [QC-CALC SPC](https://www.g2.com/sellers/qc-calc-spc)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [RocketML Sparse Logistic Regression](https://www.g2.com/products/rocketml-sparse-logistic-regression/reviews)

RocketML Sparse Logistic Regression is a high-performance machine learning algorithm designed for binary classification tasks on sparse datasets, such as those in LibSVM format. It enables efficient model training without the need to convert data into other formats, streamlining the workflow for data scientists and engineers. Key Features and Functionality: - Efficient Handling of Sparse Data: Optimized for processing sparse datasets like LibSVM without requiring data format conversion. - Scalable Performance: Utilizes multi-core processing to scale efficiently on a single AWS EC2 instance, enhancing computational speed and resource utilization. - Seamless Integration: Compatible with existing AWS infrastructure, facilitating easy deployment and integration into machine learning pipelines. Primary Value and User Benefits: RocketML Sparse Logistic Regression addresses the challenges of training machine learning models on large, sparse datasets by offering a solution that is both time-efficient and cost-effective. By eliminating the need for data format conversion and leveraging multi-core processing, it significantly reduces training times, allowing data scientists to focus more on model development and less on data preprocessing. This leads to faster insights and more agile decision-making processes.

#### Who Is the Company Behind RocketML Sparse Logistic Regression?

- **Seller:** [RocketML](https://www.g2.com/sellers/rocketml-2a55c055-a259-4b7b-8d56-194576c2dc31)
- **Year Founded:** 2017
- **HQ Location:** Beaverton, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=030e3e495300e3b8a5061984ca6c3e07ccbc21e993135075f83f49f5662166b2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Frocketml&secure%5Burl_type%5D=linkedin_company_website)  
8 employees on LinkedIn®

### [SQCpack by PQ Systems](https://www.g2.com/products/sqcpack-by-pq-systems/reviews)

SQCpack is a robust Statistical Process Control (SPC) application that will help to analyze, understand, improve, and communicate about quality processes

**Average Rating:** 4.3/5.0

**Total Reviews:** 3

#### Who Is the Company Behind SQCpack by PQ Systems?

- **Seller:** [Advantive](https://www.g2.com/sellers/advantive)
- **Year Founded:** 2022
- **HQ Location:** Tampa, FL
- **Twitter:** @Advantive\_  
55 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2c2ee40d00152e433b310f3241493dbde5808392e7833b3ab82a30e0ae9eb1fc&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fadvantive-software%2F&secure%5Burl_type%5D=linkedin_company_website)  
729 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 67% Medium, 33% Large

#### What Are Recent G2 Reviews of SQCpack by PQ Systems?

**["Integrate with other data streams"](https://www.g2.com/survey_responses/sqcpack-by-pq-systems-review-10035782)**

**Rating:** 4.5/5.0 stars

_— Dimitar J._

[Read full review](https://www.g2.com/survey_responses/sqcpack-by-pq-systems-review-10035782)

**["Easy to connect to other data sources"](https://www.g2.com/survey_responses/sqcpack-by-pq-systems-review-9985589)**

**Rating:** 4.5/5.0 stars

_— Trinh Thi P._

[Read full review](https://www.g2.com/survey_responses/sqcpack-by-pq-systems-review-9985589)

### [STAT-Tag](https://www.g2.com/products/stat-tag/reviews)

STAT-Tag is a professional video tagging and data collection software. Create your own tags and track exactly what you want — simple or complex. Easily export the statistics and video clips that you want. Fast to set up and built to fit your workflow. STAT-Tag started with rugby but is designed to work across all sports. Collect data for any sport, your way.

#### Who Is the Company Behind STAT-Tag?

- **Seller:** [STAT-Tag](https://www.g2.com/sellers/stat-tag)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3c207b46c2a318afb359902d1b7429ef2f39bc98b2ac1d2cb951fe0c217918d4&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fstat-tag%2F&secure%5Burl_type%5D=linkedin_company_website)  
2 employees on LinkedIn®

### [Stratum](https://www.g2.com/products/stratum-2026-07-21/reviews)

Stratum is a native statistics and data-visualization application for Mac and Windows, built for analysts who want serious statistical tools in a fast desktop app without notebooks, scripting, or the cloud. It imports CSV and Excel files through a guided wizard and works comfortably with datasets of up to 5 million rows. A formula engine with 100+ functions handles filtering, sorting, and reshaping, while 30+ chart types cover everything from histograms and box plots to control charts, treemaps, and contour plots. Statistical methods include descriptive statistics, correlation, regression, ANOVA and MANOVA, contingency tables, and PCA, alongside machine learning such as decision trees, random forests, boosted trees, and clustering. Every analysis exports to PDF, image, or clipboard. Stratum is available in 10 languages and is a one-time purchase with no subscription. A free trial is available.

#### Who Is the Company Behind Stratum?

- **Seller:** [Stratum](https://www.g2.com/sellers/stratum-2026-07-21)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

### [WinStat](https://www.g2.com/products/winstat/reviews)

Input your data directly in Excel, or use one of the many import possibilites that Excel offers.

#### Who Is the Company Behind WinStat?

- **Seller:** [WinStat](https://www.g2.com/sellers/winstat)
- **HQ Location:** N/A
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=7886df2ed926834e5eb248c77dcfa8e5c815d3ab1f0fe3132ced0dba45868834&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2FNo-Linkedin-Presence-Added-Intentionally-By-DataOps&secure%5Burl_type%5D=linkedin_company_website)  
1 employees on LinkedIn®

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[Browse Statistical Analysis Themes](/categories/statistical-analysis/themes)

 ![Bijou Barry](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Bijou Barry")
BB

Researched and written by [Bijou Barry](https://research.g2.com/insights/author/bijou-barry)

Updated March 3, 2025

Statistical analysis software products are specialized programs designed to allow users to perform complex statistical analysis. These products typically provide tools for the organization, interpretation, and presentation of selected data sets. Statistical solutions typically package these data management capabilities with features specific to statistical analysis. Statistical analysis capabilities refer to capabilities that support analysis methodologies such as regression analysis, predictive analytics, and statistical modelling, among many others.

The [bes statistical analysis software](https://learn.g2.com/best-statistical-analysis-software) is typically used by data scientists and mathematicians, but can provide industry-specific features. These may be features tailored to scientific research, cost modelling, or health science; other tools can perform specific statistical analysis across industry or use case.

Some products overlap within both statistical analysis software and [predictive analytics software](https://www.g2.com/categories/predictive-analytics) or [business intelligence platforms](https://www.g2.com/categories/business-intelligence-platforms). However, most tools in those categories will not provide the same level of niche statistical analysis capabilities as statistical software.

To qualify for inclusion in the Statistical Analysis category, a product must:

- Package statistical analysis capabilities, equations, and models 
- Facilitate data importing, preparation and modelling
- Perform complex statistical analysis

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