# Microsoft Power BI, KNIME, Altair AI Studio vs Oracle Analytics Cloud Comparison

| | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.4 out of 5 | 4.6 out of 5 | 4.1 out of 5 | 
| **Total Reviews** | 1,629 | 83 | 516 | 333 | 
| **Largest Market Segment** | Enterprise (42.2% of reviews) | Enterprise (43.2% of reviews) | Small-Business (42.4% of reviews) | Enterprise (59.1% of reviews) | 
| **Entry Level Price** | Free 1 User | Free | No pricing available | $80.00 User Per Month | 

---
## Top Pros & Cons

### Microsoft Power BI

Pros:
- Ease of Use (137 reviews)
- Data Visualization (125 reviews)

Cons:
- Learning Curve (75 reviews)
- Slow Performance (65 reviews)

### KNIME

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

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

### Altair AI Studio

Pros:
- Ease of Use (9 reviews)
- Machine Learning (8 reviews)

Cons:
- Complexity (4 reviews)
- Large Dataset Handling (3 reviews)

### Oracle Analytics Cloud

Pros:
- Analytics (3 reviews)
- Data Visualization (3 reviews)

Cons:
- Learning Curve (4 reviews)
- Complexity (2 reviews)

---
## Ratings Comparison
| Rating | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
  | **Meets Requirements** | 9.0 (1300 reviews) | 8.6 (73 reviews) | 8.6 (426 reviews) | 8.4 (242 reviews) | 
  | **Ease of Use** | 8.5 (1326 reviews) | 8.3 (73 reviews) | 8.8 (425 reviews) | 8.1 (244 reviews) | 
  | **Ease of Setup** | 8.8 (757 reviews) | 8.0 (30 reviews) | 9.0 (128 reviews) | 7.5 (141 reviews) | 
  | **Ease of Admin** | 8.5 (420 reviews) | 7.9 (16 reviews) | 8.4 (104 reviews) | 7.6 (124 reviews) | 
  | **Quality of Support** | 8.5 (1153 reviews) | 8.2 (65 reviews) | 8.5 (354 reviews) | 7.8 (227 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.8 (401 reviews) | 8.1 (14 reviews) | 8.9 (93 reviews) | 7.8 (124 reviews) | 
  | **Product Direction (% positive)** | 9.3 (1262 reviews) | 8.5 (71 reviews) | 8.8 (412 reviews) | 8.2 (234 reviews) | 

---
## Pricing

### Microsoft Power BI

#### Entry-Level Pricing

Plan: Power BI in Microsoft Fabric

Price: Free 1 User

Description: Power BI in Microsoft Fabric

Key Features:
- Sign Up for A Fabric Account

[Browse all 3 editions](https://www.g2.com/products/microsoft-microsoft-power-bi/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

### Altair AI Studio

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Oracle Analytics Cloud

#### Entry-Level Pricing

Plan: Oracle Analytics Cloud - Enterprise

Price: $80.00 User Per Month


[Browse all 6 editions](https://www.g2.com/products/oracle-analytics-cloud/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | 9.0/10 | 1246 |
| **KNIME** | N/A | N/A |
| **Altair AI Studio** | N/A | N/A |
| **Oracle Analytics Cloud** | 8.0/10 | 208 |

#### Reports

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Reports Interface** | 8.9 (1082 reviews) ✓ Verified | Not enough data | Not enough data | 8.4 (163 reviews) ✓ Verified | 
| **Steps to Answer** | 8.4 (974 reviews) ✓ Verified | Not enough data | Not enough data | 7.9 (159 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.1 (1077 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (151 reviews) ✓ Verified | 
| **Score Cards** | 8.8 (692 reviews) | Not enough data | Not enough data | 8.1 (122 reviews) ✓ Verified | 
| **Dashboards** | 9.1 (1071 reviews) ✓ Verified | Not enough data | Not enough data | 8.6 (153 reviews) ✓ Verified | 

#### Self Service 

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Calculated Fields** | 8.6 (909 reviews) | Not enough data | Not enough data | 8.2 (149 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.9 (900 reviews) | Not enough data | Not enough data | 8.4 (149 reviews) ✓ Verified | 
| **Data Discovery** | 8.7 (982 reviews) ✓ Verified | Not enough data | Not enough data | 8.2 (138 reviews) ✓ Verified | 
| **Search** | 8.5 (857 reviews) | Not enough data | Not enough data | 7.9 (121 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (973 reviews) ✓ Verified | Not enough data | Not enough data | 7.7 (133 reviews) ✓ Verified | 
| **Automodeling** | 8.2 (883 reviews) ✓ Verified | Not enough data | Not enough data | 7.7 (121 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Predictive Analytics** | 8.3 (743 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (118 reviews) ✓ Verified | 
| **Data Visualization** | 9.2 (1068 reviews) ✓ Verified | Not enough data | Not enough data | 8.5 (137 reviews) ✓ Verified | 
| **Big Data Services** | 8.4 (765 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (103 reviews) ✓ Verified | 

#### Building Reports

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Data Transformation** | 8.8 (589 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (82 reviews) ✓ Verified | 
| **Data Modeling** | 8.7 (593 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (85 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.5 (514 reviews) ✓ Verified | Not enough data | Not enough data | 7.8 (75 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (506 reviews) ✓ Verified | Not enough data | Not enough data | 7.7 (64 reviews) ✓ Verified | 

#### Platform

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | 8.5/10 | 1259 |
| **KNIME** | N/A | N/A |
| **Altair AI Studio** | N/A | N/A |
| **Oracle Analytics Cloud** | 8.6/10 | 211 |

#### Reports

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Reports Interface** | 8.9 (1082 reviews) ✓ Verified | Not enough data | Not enough data | 8.4 (163 reviews) ✓ Verified | 
| **Steps to Answer** | 8.4 (974 reviews) ✓ Verified | Not enough data | Not enough data | 7.9 (159 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.1 (1077 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (151 reviews) ✓ Verified | 
| **Score Cards** | 8.8 (692 reviews) | Not enough data | Not enough data | 8.1 (122 reviews) ✓ Verified | 
| **Dashboards** | 9.1 (1071 reviews) ✓ Verified | Not enough data | Not enough data | 8.6 (153 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Connectors** | 9.0 (682 reviews) ✓ Verified | Not enough data | Not enough data | 8.7 (57 reviews) ✓ Verified | 
| **Data Governance** | 8.8 (628 reviews) ✓ Verified | Not enough data | Not enough data | 8.6 (56 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Data Querying** | 8.9 (659 reviews) ✓ Verified | Not enough data | Not enough data | 8.8 (58 reviews) ✓ Verified | 
| **Data Filtering** | 9.1 (674 reviews) ✓ Verified | Not enough data | Not enough data | 9.0 (58 reviews) ✓ Verified | 
| **Data Blending** | 8.8 (685 reviews) ✓ Verified | Not enough data | Not enough data | 8.9 (58 reviews) ✓ Verified | 

#### Generative AI

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **AI Text Generation** | 7.7 (305 reviews) | Not enough data | Not enough data | 8.4 (49 reviews) | 
| **AI Text Summarization** | 7.7 (304 reviews) | Not enough data | Not enough data | 8.4 (50 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 7.6 (147 reviews) | Not enough data | Not enough data | 8.9 (9 reviews) | 
| **Multi-step Planning** | 8.0 (150 reviews) | Not enough data | Not enough data | 8.9 (9 reviews) | 
| **Cross-system Integration** | 8.4 (152 reviews) | Not enough data | Not enough data | 9.4 (9 reviews) | 
| **Adaptive Learning** | 8.2 (150 reviews) | Not enough data | Not enough data | 9.3 (9 reviews) | 
| **Natural Language Interaction** | 7.9 (150 reviews) | Not enough data | Not enough data | 9.3 (9 reviews) | 
| **Proactive Assistance** | 8.1 (148 reviews) | Not enough data | Not enough data | 9.3 (9 reviews) | 
| **Decision Making** | 8.5 (155 reviews) | Not enough data | Not enough data | 8.9 (9 reviews) | 

#### Self Service 

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Calculated Fields** | 8.6 (909 reviews) | Not enough data | Not enough data | 8.2 (149 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.9 (900 reviews) | Not enough data | Not enough data | 8.4 (149 reviews) ✓ Verified | 
| **Data Discovery** | 8.7 (982 reviews) ✓ Verified | Not enough data | Not enough data | 8.2 (138 reviews) ✓ Verified | 
| **Search** | 8.5 (857 reviews) | Not enough data | Not enough data | 7.9 (121 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (973 reviews) ✓ Verified | Not enough data | Not enough data | 7.7 (133 reviews) ✓ Verified | 
| **Automodeling** | 8.2 (883 reviews) ✓ Verified | Not enough data | Not enough data | 7.7 (121 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **No-code Dashboard Builder** | 8.8 (128 reviews) | Not enough data | Not enough data | 8.6 (7 reviews) | 
| **Report Scheduling and Automation** | 8.7 (136 reviews) | Not enough data | Not enough data | 8.3 (8 reviews) | 
| **Embedded Analytics and White-labeling** | 8.4 (116 reviews) | Not enough data | Not enough data | 8.8 (7 reviews) | 
| **Data Source Connectivity** | 9.2 (162 reviews) | Not enough data | Not enough data | 9.3 (10 reviews) | 

#### Advanced Analytics

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Predictive Analytics** | 8.3 (743 reviews) ✓ Verified | Not enough data | Not enough data | 8.1 (118 reviews) ✓ Verified | 
| **Data Visualization** | 9.2 (1068 reviews) ✓ Verified | Not enough data | Not enough data | 8.5 (137 reviews) ✓ Verified | 
| **Big Data Services** | 8.4 (765 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (103 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Large data handling and Query Speed** | 7.7 (164 reviews) | Not enough data | Not enough data | 8.5 (10 reviews) | 
| **Concurrent User Support** | 8.6 (115 reviews) | Not enough data | Not enough data | 9.0 (8 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Data Modeling and Governance** | 8.8 (122 reviews) | Not enough data | Not enough data | 9.2 (8 reviews) | 
| **Notebook and Script Integration** | 8.6 (114 reviews) | Not enough data | Not enough data | 8.3 (7 reviews) | 
| **Built-in Predictive and Statistical Models** | 8.4 (111 reviews) | Not enough data | Not enough data | 9.3 (7 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Auto-generated Insights and Narratives** | 8.1 (110 reviews) | Not enough data | Not enough data | 8.3 (7 reviews) | 
| **Natural Language Queries** | 8.1 (117 reviews) | Not enough data | Not enough data | 8.8 (7 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 8.3 (111 reviews) | Not enough data | Not enough data | 8.6 (7 reviews) | 
| **AI Agents for Analytical Follow-ups** | 7.9 (108 reviews) | Not enough data | Not enough data | 8.6 (7 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 8.0 (111 reviews) | Not enough data | Not enough data | 8.8 (7 reviews) | 
| **Role-based Insight Personalization** | 8.3 (114 reviews) | Not enough data | Not enough data | 9.0 (7 reviews) | 
| **Conversational and Prompt-based Analytics** | 8.1 (112 reviews) | Not enough data | Not enough data | 8.6 (7 reviews) | 

#### Building Reports

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Data Transformation** | 8.8 (589 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (82 reviews) ✓ Verified | 
| **Data Modeling** | 8.7 (593 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (85 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.5 (514 reviews) ✓ Verified | Not enough data | Not enough data | 7.8 (75 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (506 reviews) ✓ Verified | Not enough data | Not enough data | 7.7 (64 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **KNIME** | N/A | N/A |
| **Altair AI Studio** | N/A | N/A |
| **Oracle Analytics Cloud** | 8.0/10 | 208 |

#### Reports

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Reports Interface** | 8.9 (1082 reviews) ✓ Verified | Not enough data | Not enough data | 8.4 (163 reviews) ✓ Verified | 
| **Steps to Answer** | 8.4 (974 reviews) ✓ Verified | Not enough data | Not enough data | 7.9 (159 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.1 (1077 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (151 reviews) ✓ Verified | 
| **Score Cards** | 8.8 (692 reviews) | Not enough data | Not enough data | 8.1 (122 reviews) ✓ Verified | 
| **Dashboards** | 9.1 (1071 reviews) ✓ Verified | Not enough data | Not enough data | 8.6 (153 reviews) ✓ Verified | 

#### Self Service 

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Calculated Fields** | 8.6 (909 reviews) | Not enough data | Not enough data | 8.2 (149 reviews) ✓ Verified | 
| **Data Column Filtering** | 8.9 (900 reviews) | Not enough data | Not enough data | 8.4 (149 reviews) ✓ Verified | 
| **Data Discovery** | 8.7 (982 reviews) ✓ Verified | Not enough data | Not enough data | 8.2 (138 reviews) ✓ Verified | 
| **Search** | 8.5 (857 reviews) | Not enough data | Not enough data | 7.9 (121 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.4 (973 reviews) ✓ Verified | Not enough data | Not enough data | 7.7 (133 reviews) ✓ Verified | 
| **Automodeling** | 8.2 (883 reviews) ✓ Verified | Not enough data | Not enough data | 7.7 (121 reviews) ✓ Verified | 

#### Building Reports

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Data Transformation** | 8.8 (589 reviews) ✓ Verified | Not enough data | Not enough data | 8.3 (82 reviews) ✓ Verified | 
| **Data Modeling** | 8.7 (593 reviews) ✓ Verified | Not enough data | Not enough data | 8.0 (85 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 8.5 (514 reviews) ✓ Verified | Not enough data | Not enough data | 7.8 (75 reviews) ✓ Verified | 
| **Integration APIs** | 8.5 (506 reviews) ✓ Verified | Not enough data | Not enough data | 7.7 (64 reviews) ✓ Verified | 

### Statistical Analysis

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **KNIME** | 8.5/10 | 29 |
| **Altair AI Studio** | N/A | N/A |
| **Oracle Analytics Cloud** | N/A | N/A |

#### Administration

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Quality Control** | Not enough data | 8.3 (24 reviews) | Not enough data | Not enough data | 
| **Data Sampling** | Not enough data | 8.7 (26 reviews) | Not enough data | Not enough data | 
| **Collaboration** | Not enough data | 8.6 (25 reviews) | Not enough data | Not enough data | 

#### Capabilities

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | 8.6 (26 reviews) | Not enough data | Not enough data | 
| **Survival Analysis** | Not enough data | 8.4 (23 reviews) | Not enough data | Not enough data | 
| **Risk Data Attributes** | Not enough data | 8.6 (23 reviews) | Not enough data | Not enough data | 
| **Cost Analysis** | Not enough data | 7.9 (21 reviews) | Not enough data | Not enough data | 

#### Methodology

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **ANOVA Support** | Not enough data | 8.3 (21 reviews) | Not enough data | Not enough data | 
| **Regression** | Not enough data | 8.7 (25 reviews) | Not enough data | Not enough data | 
| **Time Series Analysis** | Not enough data | 8.5 (24 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Data Science and Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **KNIME** | 8.2/10 | 27 |
| **Altair AI Studio** | 7.9/10 | 74 |
| **Oracle Analytics Cloud** | N/A | N/A |

#### System

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Data Ingestion & Wrangling** | Not enough data | 9.0 (18 reviews) | 8.5 (52 reviews) | Not enough data | 

#### Model Development

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Language Support** | Not enough data | 8.4 (16 reviews) | 7.5 (35 reviews) | Not enough data | 
| **Drag and Drop** | Not enough data | 9.2 (18 reviews) | 9.1 (58 reviews) | Not enough data | 
| **Pre-Built Algorithms** | Not enough data | 8.2 (15 reviews) | 8.5 (54 reviews) | Not enough data | 
| **Model Training** | Not enough data | 8.2 (14 reviews) | 8.4 (52 reviews) | Not enough data | 

#### Model Development

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Feature Engineering** | Not enough data | 8.2 (16 reviews) | 8.4 (47 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Computer Vision** | Not enough data | 7.5 (10 reviews) | 7.7 (30 reviews) | Not enough data | 
| **Natural Language Processing** | Not enough data | 8.3 (13 reviews) | 7.9 (35 reviews) | Not enough data | 
| **Natural Language Generation** | Not enough data | 7.9 (11 reviews) | 7.5 (23 reviews) | Not enough data | 
| **Artificial Neural Networks** | Not enough data | 7.4 (11 reviews) | 8.4 (39 reviews) | Not enough data | 

#### Machine/Deep Learning Services

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Natural Language Understanding** | Not enough data | 8.0 (14 reviews) | 7.6 (32 reviews) | Not enough data | 
| **Deep Learning** | Not enough data | 7.8 (13 reviews) | 8.3 (35 reviews) | Not enough data | 

#### Deployment

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Managed Service** | Not enough data | 8.2 (14 reviews) | 8.0 (38 reviews) | Not enough data | 
| **Application** | Not enough data | 8.7 (15 reviews) | 8.3 (37 reviews) | Not enough data | 
| **Scalability** | Not enough data | 8.4 (18 reviews) | 8.5 (34 reviews) | Not enough data | 

#### Generative AI

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.7 (6 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 6.7 (6 reviews) | Not enough data | 
| **AI Text-to-Image** | Not enough data | Not enough data | 6.4 (6 reviews) | Not enough data | 

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

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 8.0 (5 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Text Analysis

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **KNIME** | N/A | N/A |
| **Altair AI Studio** | 7.7/10 | 5 |
| **Oracle Analytics Cloud** | N/A | N/A |

#### Setup

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Integration** | Not enough data | Not enough data | 8.0 (5 reviews) | Not enough data | 
| **Maintenance** | Not enough data | Not enough data | 7.7 (5 reviews) | Not enough data | 
| **No-Code** | Not enough data | Not enough data | 8.3 (5 reviews) | Not enough data | 

#### Data

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Security** | Not enough data | Not enough data | 8.0 (5 reviews) | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 8.3 (5 reviews) | Not enough data | 

#### Analysis

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Automation** | Not enough data | Not enough data | 8.3 (5 reviews) | Not enough data | 
| **Named entity recognition** | Not enough data | Not enough data | 7.3 (5 reviews) | Not enough data | 
| **Keyphrase Extraction** | Not enough data | Not enough data | 7.3 (5 reviews) | Not enough data | 
| **Topic Analysis** | Not enough data | Not enough data | 7.0 (5 reviews) | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 7.0 (5 reviews) | Not enough data | 
| **Language Identification** | Not enough data | Not enough data | 7.0 (5 reviews) | Not enough data | 
| **Syntax/Part of Speech Parsing** | Not enough data | Not enough data | 6.0 (5 reviews) | Not enough data | 

#### Customization

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Pre-Built Parameterization** | Not enough data | Not enough data | 8.3 (5 reviews) | Not enough data | 
| **Custom Extension** | Not enough data | Not enough data | 8.7 (5 reviews) | Not enough data | 
| **Compositionality** | Not enough data | Not enough data | 8.0 (5 reviews) | Not enough data | 

#### Generative AI

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Feature Not Available | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Feature Not Available | Not enough data | 

### Generative AI Infrastructure

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **KNIME** | N/A | N/A |
| **Altair AI Studio** | N/A | N/A |
| **Oracle Analytics Cloud** | N/A | N/A |

#### Scalability and Performance - Generative AI Infrastructure

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **AI High Availability** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Model Training Scalability** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Inference Speed** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Cost and Efficiency - Generative AI Infrastructure

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **AI Cost per API Call** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Resource Allocation Flexibility** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Energy Efficiency** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Integration and Extensibility - Generative AI Infrastructure

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **AI Multi-cloud Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Data Pipeline Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI API Support and Flexibility** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Security and Compliance - Generative AI Infrastructure

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Role-based Access Control** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Data Encryption** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Usability and Support - Generative AI Infrastructure

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **AI Documentation Quality** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Community Activity** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Low-Code Machine Learning Platforms

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **KNIME** | N/A | N/A |
| **Altair AI Studio** | N/A | N/A |
| **Oracle Analytics Cloud** | N/A | N/A |

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

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi‑Source Connector Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Schema Drift / Change Detection** | Not enough data | Not enough data | Not enough data | Not enough data | 

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

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Code Extensibility** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Automated Feature Engineering** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | 8.3/10 | 8 |
| **KNIME** | N/A | N/A |
| **Altair AI Studio** | N/A | N/A |
| **Oracle Analytics Cloud** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | 9.0 (7 reviews) | Not enough data | Not enough data | Not enough data | 
| **Open API & SDK Integration** | 8.8 (7 reviews) | Not enough data | Not enough data | Not enough data | 

#### Data Connectivity & Federation - Semantic Layer Tools

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Cross-Source Query Federation** | 9.2 (8 reviews) | Not enough data | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | 9.0 (7 reviews) | Not enough data | Not enough data | Not enough data | 

#### Data Modeling & Metrics - Semantic Layer Tools

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Derived & Calculated Metrics** | 9.4 (8 reviews) | Not enough data | Not enough data | Not enough data | 
| **Time Intelligence Functions** | 9.4 (8 reviews) | Not enough data | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Query Caching & Acceleration** | 8.3 (7 reviews) | Not enough data | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | 8.3 (8 reviews) | Not enough data | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **AI Governance & Observability** | 7.7 (8 reviews) | Not enough data | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | 7.9 (7 reviews) | Not enough data | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | 7.1 (8 reviews) | Not enough data | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Natural Language Query Interface** | 7.9 (8 reviews) | Not enough data | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | 7.9 (7 reviews) | Not enough data | Not enough data | Not enough data | 
| **Recommendation Engine** | 8.3 (7 reviews) | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Agentic Query Orchestration** | 7.6 (7 reviews) | Not enough data | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | 7.6 (7 reviews) | Not enough data | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | 8.1 (8 reviews) | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Microsoft Power BI** | N/A | N/A |
| **KNIME** | 8.0/10 | 45 |
| **Altair AI Studio** | 8.2/10 | 320 |
| **Oracle Analytics Cloud** | N/A | N/A |

#### Statistical Tool

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Scripting** | Not enough data | 8.0 (37 reviews) | 7.9 (176 reviews) | Not enough data | 
| **Data Mining** | Not enough data | 8.2 (42 reviews) | 8.9 (249 reviews) | Not enough data | 
| **Algorithms** | Not enough data | 8.2 (40 reviews) | 8.6 (266 reviews) | Not enough data | 

#### Data Analysis

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Analysis** | Not enough data | 8.4 (34 reviews) | 8.8 (284 reviews) | Not enough data | 
| **Data Interaction** | Not enough data | 8.4 (43 reviews) | 8.6 (269 reviews) | Not enough data | 

#### Decision Making

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Modeling** | Not enough data | 8.3 (31 reviews) | 8.9 (275 reviews) | Not enough data | 
| **Data Visualizations** | Not enough data | 8.0 (41 reviews) | 8.0 (251 reviews) | Not enough data | 
| **Report Generation** | Not enough data | 7.9 (39 reviews) | 7.9 (254 reviews) | Not enough data | 
| **Data Unification** | Not enough data | 8.4 (40 reviews) | 8.2 (226 reviews) | Not enough data | 

#### Generative AI

| Feature | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.2 (6 reviews) | 7.2 (6 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | 7.2 (6 reviews) | 6.9 (6 reviews) | Not enough data | 

---
## Categories

**Unique to Microsoft Power BI (2):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)

**Unique to KNIME (4):** [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Statistical Analysis Software](https://www.g2.com/categories/statistical-analysis), [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)

**Unique to Altair AI Studio (6):** [Text Analysis Software](https://www.g2.com/categories/text-analysis), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms)

**Unique to Oracle Analytics Cloud (3):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Microsoft Power BI | KNIME | Altair AI Studio | Oracle Analytics Cloud | 
|---|---|---|---|---|
| **Small-Business** | 20.9% | 24.7% | 42.4% | 13.7% | 
| **Mid-Market** | 36.9% | 32.1% | 28.9% | 27.1% | 
| **Enterprise** | 42.2% | 43.2% | 28.7% | 59.1% | 

### By Industry

#### Microsoft Power BI

- **Information Technology and Services:** 16.3%
- **Computer Software:** 6.7%
- **Financial Services:** 4.8%
- **Telecommunications:** 3.2%
- **Hospital & Health Care:** 3.2%
- **Marketing and Advertising:** 2.8%
- **Education Management:** 2.5%
- **Retail:** 2.4%
- **Automotive:** 2.4%
- **Construction:** 2.4%
- **Other:** 53.3%

#### 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%

#### Altair AI Studio

- **Higher Education:** 18.3%
- **Education Management:** 15.2%
- **Information Technology and Services:** 9.1%
- **Research:** 7.0%
- **Computer Software:** 6.8%
- **E-Learning:** 3.1%
- **Management Consulting:** 2.3%
- **Hospital & Health Care:** 1.9%
- **Financial Services:** 1.6%
- **Civil Engineering:** 1.4%
- **Other:** 33.3%

#### Oracle Analytics Cloud

- **Information Technology and Services:** 15.4%
- **Financial Services:** 6.1%
- **Computer Software:** 4.4%
- **Higher Education:** 4.4%
- **Insurance:** 3.1%
- **Retail:** 3.1%
- **Oil & Energy:** 2.7%
- **Banking:** 2.7%
- **Management Consulting:** 2.7%
- **Hospital & Health Care:** 2.7%
- **Other:** 52.6%

---
## Alternatives

### Alternatives to Microsoft Power BI

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1643 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (557 reviews)

### Alternatives to KNIME

- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 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 (3653 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)

### Alternatives to Altair AI Studio

- [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews)
- [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (928 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)
- [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews)

### Alternatives to Oracle Analytics Cloud

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (600 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1643 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Zoho Analytics](https://www.g2.com/products/zoho-analytics/reviews) — 4.2/5 stars (287 reviews)

---
## Top Discussions

### Microsoft Power BI

- Title: [Is Power BI a Microsoft tool?](https://www.g2.com/discussions/is-power-bi-a-microsoft-tool) — 5 comments, 3 upvotes
  > **Top comment:** "Yes it is"
- Title: [What is Microsoft Power BI Desktop used for?](https://www.g2.com/discussions/what-is-microsoft-power-bi-desktop-used-for) — 4 comments, 1 upvote
  > **Top comment:** "Microsoft Power BI Desktop is a data visualization tool, creating interactive reports and dashboards. It connects to diverse data sources, facilitating..."
- Title: [What are some of the top features of Microsoft BI?](https://www.g2.com/discussions/what-are-some-of-the-top-features-of-microsoft-bi) — 3 comments
  > **Top comment:** "Data Visualization: Microsoft Power BI excels in creating interactive and visually compelling data dashboards and reports, making ramified data easy to..."
- Title: [HOW DO I START MY CAREER IN IT?](https://www.g2.com/discussions/how-do-i-start-my-career-in-it) — 2 comments, 1 upvote
  > **Top comment:** "-Research roles and positions. The IT field is a diverse industry with many specialties.
-Create a short list.
-Learn to code.
-Work on an open-source..."
- Title: [What can Microsoft Power BI do?](https://www.g2.com/discussions/what-can-microsoft-power-bi-do) — 2 comments, 2 upvotes
  > **Top comment:** "Power BI has an excellent query engine with Power Query that provides a great way to transform, mine, aggregate, and perform analyses that would typically be..."

### 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..."

### Altair AI Studio

- Title: [How to predict 8 test values using 12 other test values. 500 data points available for each tests. Also what should I do to find a relation between parameters.](https://www.g2.com/discussions/24700-how-to-predict-8-test-values-using-12-other-test-values-500-data-points-available-for-each-tests-also-what-should-i-do-to-find-a-relation-between-parameters) — 3 comments, 1 upvote
  > **Top comment:** "if I understand you well, you want to predict 8 variables using a set of 12 columns. This sounds like a simple regression. Basically build 8 regression..."
- Title: [What is RapidMiner used for?](https://www.g2.com/discussions/what-is-rapidminer-used-for) — 1 comment
  > **Top comment:** "RapidMiner is majorly used for data preparation, machine learning, and predictive analysis of development. It includes the interactive data preparation,..."
- Title: [before using they should have knowledge of data science and machine learning with R/python experience](https://www.g2.com/discussions/35493-before-using-they-should-have-knowledge-of-data-science-and-machine-learning-with-r-python-experience) — 1 comment, 1 upvote
  > **Top comment:** "It will help to learn rapidminer easily and fastly"
- Title: [Would you consider providing codes behind the models that are developed by the end users?](https://www.g2.com/discussions/25070-would-you-consider-providing-codes-behind-the-models-that-are-developed-by-the-end-users) — 1 comment, 1 upvote
  > **Top comment:** "https://rapidminer.com/blog/using-execute-script-operator/

Have you tried out this? "
- Title: [What is the minimum of data that i can use effectively?](https://www.g2.com/discussions/what-is-the-minimum-of-data-that-i-can-use-effectively) — 1 comment, 1 upvote
  > **Top comment:** "Technically you need at least 100 rows. If you by effective mean a robust model that is generalizable, it really depends on the nature of your data and what..."

### Oracle Analytics Cloud

- Title: [What features for Oracle Analytics Cloud include?](https://www.g2.com/discussions/what-features-for-oracle-analytics-cloud-include) — 2 comments, 2 upvotes
  > **Top comment:** "Oracle Analytics Cloud is offering a large panel of features. More than a data visualization tool, Oracle Analytics Cloud is a complete Data Platform..."
- Title: [What type of user was Oracle Analytics Cloud built for?](https://www.g2.com/discussions/what-type-of-user-was-oracle-analytics-cloud-built-for) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "OAC is an Analytics and BI solution for all types of professionals. From accountants, managers, VPs to business analysts and data scientists, Oracle..."
- Title: [What is it like to interact with Oracle Analytics Cloud?](https://www.g2.com/discussions/what-is-it-like-to-interact-with-oracle-analytics-cloud) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Oracle Analytics Cloud allows you to use your mobile device to tap or talk to perform analysis while remembering patterns to adopt your preferences. OAC was..."
- Title: [What capabilities are included in Oracle Analytics Cloud?](https://www.g2.com/discussions/what-capabilities-are-included-in-oracle-analytics-cloud) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "* Self-service data loading and blending
* A continuously growing list of data source connectors
* Automatic smart data visualization and insights
* Fluid..."
- Title: [What is Oracle Analytics Cloud?](https://www.g2.com/discussions/what-is-oracle-analytics-cloud) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Oracle Analytics Cloud (OAC) empowers business analysts and consumers with modern, AI-powered, self-service analytics capabilities for data preparation,..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/microsoft-microsoft-power-bi-vs-knime-analytics-platform-vs-rapidminer-studio-vs-oracle-analytics-cloud)