# IBM SPSS Statistics vs KNIME Comparison
---
## AI Generated Summary
- **G2 reviewers report** that IBM SPSS Statistics excels in overall user satisfaction, boasting a significantly higher G2 Score compared to KNIME Software. Users appreciate its **intuitive, menu-driven interface** that simplifies complex statistical analyses without requiring programming skills.
- **Users say** that while KNIME Software is a versatile open-source platform, it faces challenges in user adoption due to its lower G2 Score. However, its **visual workflow interface** is praised for making data analysis accessible to non-programmers, allowing users to build workflows easily.
- **Reviewers mention** that IBM SPSS Statistics has a robust support system, reflected in its higher ratings for quality of support. Users highlight the software's ability to present results in **clear tables and charts** , which enhances the interpretability of complex data.
- **According to verified reviews** , KNIME Software benefits from a strong community of users who share workflows and provide assistance, which can be invaluable for those new to data analysis. This community support helps users save time and enhances their learning experience.
- **G2 reviewers report** that IBM SPSS Statistics is particularly strong in statistical analysis capabilities, with users noting its ability to perform advanced analyses like **MANOVA and factor analysis** without needing programming knowledge, making it a preferred choice for enterprises.
- **Users say** that while both products meet user requirements effectively, KNIME Software scores slightly higher in ease of use and setup. Its **node-based approach** allows users to create workflows without extensive technical knowledge, making it appealing for those looking for a straightforward solution.



| | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Star Rating** | 4.2 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 928 | 83 | 
| **Largest Market Segment** | Enterprise (43.0% of reviews) | Enterprise (43.2% of reviews) | 
| **Entry Level Price** | Starting at $1,188.00 1 User Per Year | Free | 

---
## Top Pros & Cons

### IBM SPSS Statistics

Pros:
- Ease of Use (25 reviews)
- Statistical Analysis (17 reviews)

Cons:
- Expensive (13 reviews)
- Learning Curve (9 reviews)

### KNIME

Pros:
- Ease of Use (7 reviews)
- Coding Ease (4 reviews)

Cons:
- Learning Difficulty (3 reviews)
- Memory Usage (3 reviews)

---
## Ratings Comparison
| Rating | IBM SPSS Statistics | KNIME | 
|---|---|---|
  | **Meets Requirements** | 8.5 (787 reviews) | 8.6 (73 reviews) | 
  | **Ease of Use** | 7.9 (791 reviews) | 8.3 (73 reviews) | 
  | **Ease of Setup** | 7.9 (179 reviews) | 8.0 (30 reviews) | 
  | **Ease of Admin** | 7.6 (134 reviews) | 7.9 (16 reviews) | 
  | **Quality of Support** | 7.6 (596 reviews) | 8.2 (65 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.0 (129 reviews) | 8.1 (14 reviews) | 
  | **Product Direction (% positive)** | 6.5 (763 reviews) | 8.5 (71 reviews) | 

---
## Pricing

### IBM SPSS Statistics

#### Entry-Level Pricing

Plan: Base Subscription: Yearly auto-renewal - Buy online

Price: Starting at $1,188.00 1 User Per Year

Description: Take advantage of lower costs with flexible models and benefit from continuous functionality through automatic renewal.

Key Features:
- Desktop edition available on Windows and Mac
- A variety of statistical procedures such as factor analysis, clustering and linear regression
- Advanced data preparation and bootstrapping capabilities

[Browse all 4 editions](https://www.g2.com/products/ibm-spss-statistics/pricing)

#### Free Trial

Yes

### KNIME

#### Entry-Level Pricing

Plan: KNIME Analytics Platform

Price: Free

Description: Build and run workflows locally on your desktop

Key Features:
- Connect to 300+ data sources and services
- Process & analyze data of any size or type — numerical, categorical, text, images, time-series, or even molecule or network data
- Perform analytics of any complexity — from simple analytics to statistical analysis to leveraging machine learning and GenAI

[Browse all 4 editions](https://www.g2.com/products/knime-analytics-platform/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | 8.5/10 | 251 |
| **KNIME** | 8.5/10 | 29 |

#### Administration

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Quality Control** | 8.5 (191 reviews) | 8.3 (24 reviews) | 
| **Data Sampling** | 8.7 (205 reviews) | 8.7 (26 reviews) | 
| **Collaboration** | Feature Not Available | 8.6 (25 reviews) | 

#### Capabilities

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Data Visualization** | 7.8 (225 reviews) | 8.6 (26 reviews) | 
| **Survival Analysis** | 8.4 (186 reviews) | 8.4 (23 reviews) | 
| **Risk Data Attributes** | 8.1 (169 reviews) | 8.6 (23 reviews) | 
| **Cost Analysis** | 8.2 (166 reviews) | 7.9 (21 reviews) | 

#### Methodology

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **ANOVA Support** | 9.0 (205 reviews) | 8.3 (21 reviews) | 
| **Regression** | 9.2 (220 reviews) | 8.7 (25 reviews) | 
| **Time Series Analysis** | 8.8 (190 reviews) | 8.5 (24 reviews) | 

#### Generative AI

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **AI Text Generation** | Feature Not Available | Not enough data | 
| **AI Text Summarization** | Feature Not Available | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **KNIME** | 8.2/10 | 27 |

#### System

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 9.0 (18 reviews) | 

#### Model Development

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Language Support** | Not enough data | 8.4 (16 reviews) | 
| **Drag and Drop** | Not enough data | 9.2 (18 reviews) | 
| **Pre-Built Algorithms** | Not enough data | 8.2 (15 reviews) | 
| **Model Training** | Not enough data | 8.2 (14 reviews) | 

#### Model Development

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Feature Engineering** | Not enough data | 8.2 (16 reviews) | 

#### Machine/Deep Learning Services

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Computer Vision** | Not enough data | 7.5 (10 reviews) | 
| **Natural Language Processing** | Not enough data | 8.3 (13 reviews) | 
| **Natural Language Generation** | Not enough data | 7.9 (11 reviews) | 
| **Artificial Neural Networks** | Not enough data | 7.4 (11 reviews) | 

#### Machine/Deep Learning Services

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Natural Language Understanding** | Not enough data | 8.0 (14 reviews) | 
| **Deep Learning** | Not enough data | 7.8 (13 reviews) | 

#### Deployment

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Managed Service** | Not enough data | 8.2 (14 reviews) | 
| **Application** | Not enough data | 8.7 (15 reviews) | 
| **Scalability** | Not enough data | 8.4 (18 reviews) | 

#### Generative AI

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 
| **AI Text-to-Image** | Not enough data | Not enough data | 

#### Agentic AI - Data Science and Machine Learning Platforms

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.0 (5 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | N/A | N/A |
| **KNIME** | N/A | N/A |

#### Data Ingestion & Preparation - Low-Code Machine Learning Platforms

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | 

#### Model Construction & Automation - Low-Code Machine Learning Platforms

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **IBM SPSS Statistics** | 8.7/10 | 338 |
| **KNIME** | 8.0/10 | 45 |

#### Statistical Tool

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Scripting** | 7.2 (208 reviews) | 8.0 (37 reviews) | 
| **Data Mining** | Feature Not Available | 8.2 (42 reviews) | 
| **Algorithms** | 7.7 (211 reviews) | 8.2 (40 reviews) | 

#### Data Analysis

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Analysis** | 8.9 (323 reviews) | 8.4 (34 reviews) | 
| **Data Interaction** | Feature Not Available | 8.4 (43 reviews) | 

#### Decision Making

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Modeling** | 7.7 (248 reviews) | 8.3 (31 reviews) | 
| **Data Visualizations** | 7.0 (302 reviews) | 8.0 (41 reviews) | 
| **Report Generation** | 7.5 (269 reviews) | 7.9 (39 reviews) | 
| **Data Unification** | Feature Not Available | 8.4 (40 reviews) | 

#### Generative AI

| Feature | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **AI Text Generation** | 9.7 (5 reviews) | 7.2 (6 reviews) | 
| **AI Text Summarization** | 9.7 (5 reviews) | 7.2 (6 reviews) | 

---
## Categories
**Shared Categories (2):** [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)


**Unique to KNIME (2):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | IBM SPSS Statistics | KNIME | 
|---|---|---|
| **Small-Business** | 27.5% | 24.7% | 
| **Mid-Market** | 29.5% | 32.1% | 
| **Enterprise** | 43.0% | 43.2% | 

### By Industry

#### IBM SPSS Statistics

- **Higher Education:** 26.4%
- **Research:** 16.4%
- **Education Management:** 7.6%
- **Market Research:** 7.5%
- **Hospital & Health Care:** 6.6%
- **Information Technology and Services:** 4.1%
- **Computer Software:** 1.8%
- **Health, Wellness and Fitness:** 1.6%
- **Banking:** 1.6%
- **Non-Profit Organization Management:** 1.4%
- **Other:** 25.2%

#### KNIME

- **Information Technology and Services:** 27.8%
- **Higher Education:** 10.1%
- **Research:** 5.1%
- **Financial Services:** 5.1%
- **Accounting:** 3.8%
- **Banking:** 3.8%
- **E-Learning:** 3.8%
- **Internet:** 2.5%
- **Insurance:** 2.5%
- **Hospital & Health Care:** 2.5%
- **Other:** 32.9%

---
## Alternatives

### Alternatives to IBM SPSS Statistics

- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [Qualtrics Strategy & Research](https://www.g2.com/products/qualtrics-strategy-research/reviews) — 4.4/5 stars (3016 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (518 reviews)
- [Stata](https://www.g2.com/products/stata/reviews) — 4.3/5 stars (166 reviews)
- [OriginPro](https://www.g2.com/products/originpro/reviews) — 4.7/5 stars (142 reviews)
- [eviews](https://www.g2.com/products/eviews/reviews) — 4.2/5 stars (124 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (812 reviews)
- [GraphPad Prism](https://www.g2.com/products/graphpad-prism/reviews) — 4.6/5 stars (55 reviews)

### Alternatives to KNIME

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (812 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (518 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (201 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [IBM SPSS Modeler](https://www.g2.com/products/ibm-spss-modeler/reviews) — 4.0/5 stars (148 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3657 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [JMP](https://www.g2.com/products/jmp/reviews) — 4.5/5 stars (213 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Minitab Statistical Software](https://www.g2.com/products/minitab-statistical-software/reviews) — 4.6/5 stars (225 reviews)

---
## Top Discussions

### IBM SPSS Statistics

- Title: [Classes?](https://www.g2.com/discussions/16200-classes) — 4 comments, 1 upvote
  > **Top comment:** "Dear Diego. That is right. SPSS is a complex software. Firstly, I recoomend you think about what do you need to do with it. For example, it is very differnt..."
- Title: [What statistical analysis is included in SPSS?](https://www.g2.com/discussions/what-statistical-analysis-is-included-in-spss) — 2 comments
  > **Top comment:** "All kinds of statistical techniques are included in the SPSS. Like descriptive statistic, linear and logistic models, tree based models, etc"
- Title: [SPSS Help Menu](https://www.g2.com/discussions/spss-help-menu) — 2 comments, 2 upvotes
  > **Top comment:** "There should be some case studies to understand SPSS better"
- Title: [Can the developer update the UI?](https://www.g2.com/discussions/41339-can-the-developer-update-the-ui) — 2 comments, 1 upvote
  > **Top comment:** "Yes. Welcome "
- Title: [Support for training](https://www.g2.com/discussions/25294-support-for-training) — 2 comments, 1 upvote
  > **Top comment:** "Yes, definitely. Especially we as a student who use it program are required professional teaching before hand to gain more understanding regarding to this..."

### KNIME

- Title: [Is Knime easy to use?](https://www.g2.com/discussions/is-knime-easy-to-use) — 1 comment
  > **Top comment:** "Not as easy as Alteryx but a lot of its components are customizable and it vastly extends the use cases that could be built with it. This trumps the easy to..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/ibm-spss-statistics-vs-knime-analytics-platform)