# Gemini Enterprise Agent Platform vs IBM SPSS Modeler Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Vertex AI excels in managing complex machine learning workflows, with users appreciating its ability to centralize the entire ML lifecycle. One user highlighted how it simplifies everything from data preparation to deployment, making it easier to handle intricate processes.
- **Users say** that IBM SPSS Modeler is particularly effective for data manipulation and preparation, with features that allow direct connections to data sources. Reviewers have noted its user-friendly interface and the ability to clean data efficiently, which is crucial for generating quick tabulation reports.
- **According to verified reviews** , Vertex AI's seamless integration with Google Cloud is a standout feature, allowing users to manage their ML projects in one organized platform. This integration is praised for reducing the effort needed to build and deploy models, which is a significant advantage for teams looking to streamline their workflows.
- **Reviewers mention** that while IBM SPSS Modeler has strong capabilities in data validation and syntax usage, it may not be as robust in handling the full machine learning lifecycle compared to Vertex AI. Users appreciate its data cleaning features but seek more comprehensive solutions for model training and deployment.
- **G2 reviewers highlight** that Vertex AI has a higher overall satisfaction score, reflecting its effectiveness and user-friendly design. Users have expressed that the platform's organization and ease of use significantly enhance their productivity in machine learning tasks.
- **Users report** that IBM SPSS Modeler, while effective for enterprise-level data analysis, may not be as accessible for small businesses due to its higher entry-level pricing. This can be a barrier for smaller teams looking for cost-effective solutions, whereas Vertex AI's pay-as-you-go model offers more flexibility for various business sizes.



| | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.0 out of 5 | 
| **Total Reviews** | 657 | 148 | 
| **Largest Market Segment** | Small-Business (42.4% of reviews) | Enterprise (55.1% of reviews) | 
| **Entry Level Price** | Pay As You Go Per Month | Starting at $7,430 USD  per user per year | 

---
## Top Pros & Cons

### Gemini Enterprise Agent Platform

Pros:
- Ease of Use (162 reviews)
- Model Variety (114 reviews)

Cons:
- Expensive (75 reviews)
- Learning Curve (63 reviews)

### IBM SPSS Modeler

Pros:
- Analysis Capabilities (1 reviews)
- Analytics (1 reviews)

Cons:
- Expensive (1 reviews)
- Expensive Licensing (1 reviews)

---
## Ratings Comparison
| Rating | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
  | **Meets Requirements** | 8.6 (391 reviews) | 8.3 (110 reviews) | 
  | **Ease of Use** | 8.2 (402 reviews) | 8.3 (111 reviews) | 
  | **Ease of Setup** | 8.1 (324 reviews) | 8.2 (29 reviews) | 
  | **Ease of Admin** | 7.9 (150 reviews) | 8.1 (27 reviews) | 
  | **Quality of Support** | 8.1 (367 reviews) | 8.0 (94 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.3 (144 reviews) | 8.3 (26 reviews) | 
  | **Product Direction (% positive)** | 9.2 (384 reviews) | 7.0 (110 reviews) | 

---
## Pricing

### Gemini Enterprise Agent Platform

#### Entry-Level Pricing

Plan: Try Vertex AI Free

Price: Pay As You Go Per Month

Description: New customers get $300 in free credits to spend on Vertex AI.

Key Features:
- A unified UI for the entire ML workflow
- Pre-trained APIs for vision, video, natural language, and more
- End-to-end integration for data and AI

[Learn more about Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews)

#### Free Trial

No

### IBM SPSS Modeler

#### Entry-Level Pricing

Plan: IBM SPSS Modeler Professional

Price: Starting at $7,430 USD  per user per year

Description: Single-user, desktop application for Windows available for purchase. Other options available through IBM sales. Includes 12 months of technical support.

Key Features:
- Data access and export without data size limits
- Automatic data prep, wrangling, ETL
- 30+ base machine learning algorithms, auto-modeling

[Browse all 3 editions](https://www.g2.com/products/ibm-spss-modeler/pricing)

#### Free Trial

No

---
## Features Comparison By Category

### MLOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Gemini Enterprise Agent Platform** | 8.4/10 | 87 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Deployment

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Language Flexibility** | 8.4 (76 reviews) | Not enough data | 
| **Framework Flexibility** | 8.1 (78 reviews) | Not enough data | 
| **Versioning** | 8.3 (76 reviews) | Not enough data | 
| **Ease of Deployment** | 8.4 (76 reviews) | Not enough data | 
| **Scalability** | 8.8 (75 reviews) | Not enough data | 

#### Deployment

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Language Flexibility** | 8.5 (75 reviews) | Not enough data | 
| **Framework Flexibility** | 8.3 (73 reviews) | Not enough data | 
| **Versioning** | 8.4 (72 reviews) | Not enough data | 
| **Ease of Deployment** | 8.6 (74 reviews) | Not enough data | 
| **Scalability** | 8.7 (71 reviews) | Not enough data | 

#### Management

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Cataloging** | 8.2 (71 reviews) | Not enough data | 
| **Monitoring** | 8.5 (73 reviews) | Not enough data | 
| **Governing** | 8.0 (71 reviews) | Not enough data | 
| **Model Registry** | 8.1 (70 reviews) | Not enough data | 

#### Operations

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Metrics** | 8.2 (70 reviews) | Not enough data | 
| **Infrastructure management** | 8.5 (71 reviews) | Not enough data | 
| **Collaboration** | 8.3 (71 reviews) | Not enough data | 

#### Management

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Cataloging** | 8.1 (69 reviews) | Not enough data | 
| **Monitoring** | 8.4 (72 reviews) | Not enough data | 
| **Governing** | 8.3 (70 reviews) | Not enough data | 

#### Generative AI

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **AI Text Generation** | 8.4 (37 reviews) | Not enough data | 
| **AI Text Summarization** | 8.6 (37 reviews) | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Gemini Enterprise Agent Platform** | 8.2/10 | 253 |
| **IBM SPSS Modeler** | 7.6/10 | 17 |

#### System

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Data Ingestion & Wrangling** | 8.2 (170 reviews) | 7.9 (15 reviews) | 

#### Model Development

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Language Support** | 8.5 (207 reviews) | 8.2 (12 reviews) | 
| **Drag and Drop** | 7.9 (180 reviews) | 8.2 (13 reviews) | 
| **Pre-Built Algorithms** | 8.5 (205 reviews) | 8.3 (14 reviews) | 
| **Model Training** | 8.5 (207 reviews) | 8.5 (14 reviews) | 

#### Model Development

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Feature Engineering** | 8.2 (164 reviews) | 7.1 (16 reviews) | 

#### Machine/Deep Learning Services

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Computer Vision** | 8.3 (202 reviews) | 7.3 (11 reviews) | 
| **Natural Language Processing** | 8.5 (201 reviews) | 7.5 (12 reviews) | 
| **Natural Language Generation** | 8.2 (198 reviews) | 6.9 (12 reviews) | 
| **Artificial Neural Networks** | 8.3 (179 reviews) | 8.1 (13 reviews) | 

#### Machine/Deep Learning Services

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Natural Language Understanding** | 8.5 (164 reviews) | 6.4 (12 reviews) | 
| **Deep Learning** | 8.5 (163 reviews) | 6.7 (13 reviews) | 

#### Deployment

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Managed Service** | 8.3 (211 reviews) | 7.4 (13 reviews) | 
| **Application** | 8.3 (201 reviews) | 8.6 (12 reviews) | 
| **Scalability** | 8.6 (206 reviews) | 7.6 (15 reviews) | 

#### Generative AI

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **AI Text Generation** | 8.3 (107 reviews) | Not enough data | 
| **AI Text Summarization** | 8.3 (103 reviews) | Not enough data | 
| **AI Text-to-Image** | 8.2 (103 reviews) | Not enough data | 

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

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Autonomous Task Execution** | 8.2 (37 reviews) | Not enough data | 
| **Multi-step Planning** | 7.9 (35 reviews) | Not enough data | 
| **Cross-system Integration** | 7.7 (37 reviews) | Not enough data | 
| **Adaptive Learning** | 7.8 (32 reviews) | Not enough data | 
| **Natural Language Interaction** | 8.4 (35 reviews) | Not enough data | 
| **Proactive Assistance** | 7.4 (33 reviews) | Not enough data | 
| **Decision Making** | 7.6 (34 reviews) | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Gemini Enterprise Agent Platform** | 8.4/10 | 36 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **AI High Availability** | 9.0 (31 reviews) | Not enough data | 
| **AI Model Training Scalability** | 8.7 (32 reviews) | Not enough data | 
| **AI Inference Speed** | 8.6 (31 reviews) | Not enough data | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **AI Cost per API Call** | 8.0 (34 reviews) | Not enough data | 
| **AI Resource Allocation Flexibility** | 7.7 (31 reviews) | Not enough data | 
| **AI Energy Efficiency** | 8.1 (30 reviews) | Not enough data | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **AI Multi-cloud Support** | 8.5 (30 reviews) | Not enough data | 
| **AI Data Pipeline Integration** | 8.3 (32 reviews) | Not enough data | 
| **AI API Support and Flexibility** | 8.5 (31 reviews) | Not enough data | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **AI GDPR and Regulatory Compliance** | 8.7 (30 reviews) | Not enough data | 
| **AI Role-based Access Control** | 8.3 (32 reviews) | Not enough data | 
| **AI Data Encryption** | 8.9 (30 reviews) | Not enough data | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **AI Documentation Quality** | 8.2 (31 reviews) | Not enough data | 
| **AI Community Activity** | 8.5 (31 reviews) | Not enough data | 

### Machine Learning

| Product | Score | Reviews |
|---|---|---|
| **Gemini Enterprise Agent Platform** | 8.5/10 | 71 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Integration - Machine Learning

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Integration** | 8.5 (66 reviews) | Not enough data | 

#### Learning - Machine Learning

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Training Data** | 8.5 (64 reviews) | Not enough data | 
| **Actionable Insights** | 8.3 (63 reviews) | Not enough data | 
| **Algorithm** | 8.8 (64 reviews) | Not enough data | 

### Large Language Model Operationalization (LLMOps)

| Product | Score | Reviews |
|---|---|---|
| **Gemini Enterprise Agent Platform** | 9.0/10 | 26 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Prompt Engineering - Large Language Model Operationalization (LLMOps) 

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Prompt Optimization Tools** | 8.8 (24 reviews) | Not enough data | 
| **Template Library** | 9.0 (24 reviews) | Not enough data | 

#### Inference Optimization - Large Language Model Operationalization (LLMOps)

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Batch Processing Support** | 8.8 (22 reviews) | Not enough data | 

#### Model Garden - Large Language Model Operationalization (LLMOps)

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Model Comparison Dashboard** | 9.3 (25 reviews) | Not enough data | 

#### Custom Training - Large Language Model Operationalization (LLMOps)

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Fine-Tuning Interface** | 9.1 (24 reviews) | Not enough data | 

#### Application Development - Large Language Model Operationalization (LLMOps) 

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **SDK & API Integrations** | 9.2 (23 reviews) | Not enough data | 

#### Model Deployment - Large Language Model Operationalization (LLMOps) 

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **One-Click Deployment** | 9.0 (23 reviews) | Not enough data | 
| **Scalability Management** | 8.7 (22 reviews) | Not enough data | 

#### Guardrails - Large Language Model Operationalization (LLMOps)

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Content Moderation Rules** | 8.7 (23 reviews) | Not enough data | 
| **Policy Compliance Checker** | 8.9 (22 reviews) | Not enough data | 

#### Model Monitoring - Large Language Model Operationalization (LLMOps)

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Drift Detection Alerts** | 8.7 (21 reviews) | Not enough data | 
| **Real-Time Performance Metrics** | 9.1 (22 reviews) | Not enough data | 

#### Security - Large Language Model Operationalization (LLMOps)

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Data Encryption Tools** | 9.1 (22 reviews) | Not enough data | 
| **Access Control Management** | 9.0 (23 reviews) | Not enough data | 

#### Gateways & Routers - Large Language Model Operationalization (LLMOps)

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Request Routing Optimization** | 8.9 (22 reviews) | Not enough data | 

### AI Agent Builders

| Product | Score | Reviews |
|---|---|---|
| **Gemini Enterprise Agent Platform** | 8.0/10 | 30 |
| **IBM SPSS Modeler** | N/A | N/A |

#### Customization - AI Agent Builders

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Natural Language Configuration** | 8.6 (28 reviews) | Not enough data | 
| **Tone Customization** | 7.6 (27 reviews) | Not enough data | 
| **Security Guardrails** | 8.3 (26 reviews) | Not enough data | 

#### Functionality - AI Agent Builders

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Omni-channel Support** | 8.1 (27 reviews) | Not enough data | 
| **Agent Branding** | 7.3 (27 reviews) | Not enough data | 
| **Proactive Response Capabilities** | 8.2 (26 reviews) | Not enough data | 
| **Seamless Human Escalation** | 7.2 (27 reviews) | Not enough data | 

#### Data and Analytics - AI Agent Builders

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Analytics & Reporting** | 7.8 (26 reviews) | Not enough data | 
| **Contextual Awareness** | 7.9 (27 reviews) | Not enough data | 
| **Data Privacy Compliance** | 8.1 (28 reviews) | Not enough data | 

#### Integration - AI Agent Builders

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Workflow Automation** | 8.8 (28 reviews) | Not enough data | 
| **API Usage** | 8.2 (30 reviews) | Not enough data | 
| **Platform Interoperability** | 8.1 (28 reviews) | Not enough data | 
| **CRM Data Integration** | 7.5 (27 reviews) | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Gemini Enterprise Agent Platform** | N/A | N/A |
| **IBM SPSS Modeler** | N/A | N/A |

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

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **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 | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **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 |
|---|---|---|
| **Gemini Enterprise Agent Platform** | N/A | N/A |
| **IBM SPSS Modeler** | 7.9/10 | 87 |

#### Statistical Tool

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Scripting** | Not enough data | 7.5 (58 reviews) | 
| **Data Mining** | Not enough data | 8.3 (49 reviews) | 
| **Algorithms** | Not enough data | 8.0 (61 reviews) | 

#### Data Analysis

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Analysis** | Not enough data | 8.3 (69 reviews) | 
| **Data Interaction** | Not enough data | 8.4 (68 reviews) | 

#### Decision Making

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Modeling** | Not enough data | 8.4 (71 reviews) | 
| **Data Visualizations** | Not enough data | 7.5 (68 reviews) | 
| **Report Generation** | Not enough data | 7.8 (64 reviews) | 
| **Data Unification** | Not enough data | Feature Not Available | 

#### Generative AI

| Feature | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **AI Text Generation** | Not enough data | 7.3 (5 reviews) | 
| **AI Text Summarization** | Not enough data | 7.3 (5 reviews) | 

---
## Categories
**Shared Categories (1):** [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms)

**Unique to Gemini Enterprise Agent Platform (6):** [Large Language Model Operationalization (LLMOps) Software](https://www.g2.com/categories/large-language-model-operationalization-llmops), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Machine Learning Software](https://www.g2.com/categories/machine-learning), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)

**Unique to IBM SPSS Modeler (1):** [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | Gemini Enterprise Agent Platform | IBM SPSS Modeler | 
|---|---|---|
| **Small-Business** | 42.4% | 21.3% | 
| **Mid-Market** | 25.8% | 23.6% | 
| **Enterprise** | 31.8% | 55.1% | 

### By Industry

#### Gemini Enterprise Agent Platform

- **Computer Software:** 17.9%
- **Information Technology and Services:** 14.3%
- **Financial Services:** 6.8%
- **Retail:** 3.6%
- **Hospital & Health Care:** 3.4%
- **Consulting:** 3.1%
- **Computer & Network Security:** 3.1%
- **Automotive:** 2.8%
- **Telecommunications:** 2.8%
- **Marketing and Advertising:** 2.4%
- **Other:** 39.9%

#### IBM SPSS Modeler

- **Higher Education:** 15.6%
- **Education Management:** 11.7%
- **Research:** 7.8%
- **Banking:** 6.3%
- **Computer Software:** 4.7%
- **Consumer Goods:** 4.7%
- **Hospital & Health Care:** 4.7%
- **Information Technology and Services:** 4.7%
- **Retail:** 3.1%
- **Pharmaceuticals:** 3.1%
- **Other:** 33.6%

---
## Alternatives

### Alternatives to Gemini Enterprise Agent Platform

- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (201 reviews)
- [Azure Machine Learning](https://www.g2.com/products/microsoft-azure-machine-learning/reviews) — 4.3/5 stars (90 reviews)
- [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (800 reviews)
- [Amazon SageMaker](https://www.g2.com/products/amazon-sagemaker/reviews) — 4.2/5 stars (55 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (519 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (771 reviews)
- [AWS Bedrock](https://www.g2.com/products/aws-bedrock/reviews) — 4.3/5 stars (70 reviews)
- [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (815 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews)

### Alternatives to IBM SPSS Modeler

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (815 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (519 reviews)
- [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (83 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (201 reviews)
- [SAS Enterprise Miner](https://www.g2.com/products/sas-enterprise-miner/reviews) — 4.2/5 stars (193 reviews)
- [Posit Team](https://www.g2.com/products/posit-team/reviews) — 4.5/5 stars (570 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (911 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3658 reviews)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (771 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)

---
## Top Discussions

### Gemini Enterprise Agent Platform

- Title: [What is Google Cloud AI Platform used for?](https://www.g2.com/discussions/what-is-google-cloud-ai-platform-used-for) — 3 comments, 4 upvotes
  > **Top comment:** "Google cloud AI Platform enables us to build Machine learning models, that works on any type and any size of data. "
- Title: [What software libraries does cloud ML engine support?](https://www.g2.com/discussions/what-software-libraries-does-cloud-ml-engine-support) — 3 comments, 4 upvotes
  > **Top comment:** "Google Cloud ML Engine supports many software libraries, including TensorFlow, scikit-learn, XGBoost, Keras, etc...."
- Title: [What is Google AI platform?](https://www.g2.com/discussions/what-is-google-ai-platform) — 2 comments, 2 upvotes
  > **Top comment:** "The Google AI Platform is a comprehensive set of tools and services provided by Google Cloud to develop, deploy, and manage artificial intelligence. It..."

### IBM SPSS Modeler

- Title: [What are the features of SPSS?](https://www.g2.com/discussions/ibm-spss-modeler-what-are-the-features-of-spss) — 1 comment
  > **Top comment:** " Here are some of the key features of SPSS:

Data Management:

Data Import: SPSS allows users to import data from various file formats, including Excel,..."
- Title: [What is IBM SPSS Modeler used for?](https://www.g2.com/discussions/what-is-ibm-spss-modeler-used-for) — 1 comment
  > **Top comment:** "Data Exploration and Preparation:

SPSS Modeler allows users to explore and understand their data through visualization and summary statistics.
It..."
- Title: [Is IBM SPSS Modeler free?](https://www.g2.com/discussions/is-ibm-spss-modeler-free) — 1 comment
  > **Top comment:** "No but a 30days free trail will be provided"
- Title: [How frequently are you going to release updates](https://www.g2.com/discussions/30173-how-frequently-are-you-going-to-release-updates) — 1 comment
  > **Top comment:** "Hello! they release big updates almost every year. Last month they released version 18.2.2 with updates. Also, during the year they release one or two fix..."
- Title: [Need training for use SPSS modelar 18.2](https://www.g2.com/discussions/25355-need-training-for-use-spss-modelar-18-2) — 1 comment, 1 upvote
  > **Top comment:** "Hi,  I learned the SPSS Modeler software in a class for my Master's in Learning Analytics a couple of years ago.  I also work at the same university. ..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/gemini-enterprise-agent-platform-vs-ibm-spss-modeler)