# Oracle Essbase, ThoughtSpot vs Qlik Sense Comparison

| | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Star Rating** | 4.3 out of 5 | 4.4 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 245 | 333 | 928 | 
| **Largest Market Segment** | Enterprise (76.5% of reviews) | Enterprise (43.5% of reviews) | Enterprise (44.1% of reviews) | 
| **Entry Level Price** | No pricing available | Starting at $25.00 1 Users Per Month | $30 USD/user/month. Billed Annually.  | 

---
## Top Pros & Cons

### Oracle Essbase

Pros:
- Excel Integration (1 reviews)
- Visualization (1 reviews)

Cons:
- Data Management (1 reviews)
- Not User-Friendly (1 reviews)

### ThoughtSpot

Pros:
- Ease of Use (68 reviews)
- Insights (45 reviews)

Cons:
- Learning Curve (24 reviews)
- Missing Features (15 reviews)

### Qlik Sense

Pros:
- Ease of Use (55 reviews)
- Data Visualization (31 reviews)

Cons:
- Limited Features (17 reviews)
- Missing Features (16 reviews)

---
## Ratings Comparison
| Rating | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
  | **Meets Requirements** | 8.4 (123 reviews) | 8.3 (262 reviews) | 8.5 (603 reviews) | 
  | **Ease of Use** | 7.9 (124 reviews) | 8.7 (264 reviews) | 8.4 (612 reviews) | 
  | **Ease of Setup** | 6.8 (83 reviews) | 8.0 (130 reviews) | 8.2 (334 reviews) | 
  | **Ease of Admin** | 7.2 (83 reviews) | 8.3 (109 reviews) | 8.0 (332 reviews) | 
  | **Quality of Support** | 6.0 (116 reviews) | 8.6 (235 reviews) | 8.0 (551 reviews) | 
  | **Has the product been a good partner in doing business?** | 6.7 (80 reviews) | 8.9 (107 reviews) | 8.5 (328 reviews) | 
  | **Product Direction (% positive)** | 6.9 (112 reviews) | 9.1 (258 reviews) | 8.4 (583 reviews) | 

---
## Pricing

### Oracle Essbase

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### ThoughtSpot

#### Entry-Level Pricing

Plan: ThoughtSpot Analytics - Essentials

Price: Starting at $25.00 1 Users Per Month

Description: For small teams to find and share insights with AI Analytics 

Key Features:
- Dynamic, interactive dashboards 
- Actionable insights
- From 5-50 users

[Browse all 5 editions](https://www.g2.com/products/thoughtspot/pricing)

#### Free Trial

Yes

### Qlik Sense

#### Entry-Level Pricing

Plan: Qlik Sense® Business

Price: $30 USD/user/month. Billed Annually. 

Description: SaaS solution to operationalize analytics across groups and teams.



[Browse all 2 editions](https://www.g2.com/products/qlik-sense/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | N/A | N/A |
| **ThoughtSpot** | 8.3/10 | 197 |
| **Qlik Sense** | 8.6/10 | 560 |

#### Reports

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Reports Interface** | Not enough data | 8.7 (156 reviews) ✓ Verified | 8.3 (421 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 8.5 (149 reviews) ✓ Verified | 8.3 (398 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | 8.3 (159 reviews) ✓ Verified | 8.5 (431 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 8.1 (128 reviews) ✓ Verified | 8.3 (335 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | 8.7 (158 reviews) ✓ Verified | 8.8 (429 reviews) ✓ Verified | 

#### Self Service 

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | 8.2 (144 reviews) ✓ Verified | 8.4 (358 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | 8.6 (151 reviews) ✓ Verified | 8.7 (414 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | 8.6 (150 reviews) ✓ Verified | 8.5 (403 reviews) ✓ Verified | 
| **Search** | Not enough data | 8.8 (162 reviews) ✓ Verified | 8.4 (396 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | 8.2 (136 reviews) ✓ Verified | 7.9 (344 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | 7.5 (111 reviews) ✓ Verified | 7.4 (305 reviews) ✓ Verified | 

#### Advanced Analytics

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | 7.8 (113 reviews) | 7.4 (235 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | 8.6 (152 reviews) ✓ Verified | 8.7 (408 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | 8.0 (122 reviews) ✓ Verified | 7.9 (298 reviews) ✓ Verified | 

#### Building Reports

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | Not enough data | 7.5 (95 reviews) ✓ Verified | 8.7 (253 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 7.5 (99 reviews) ✓ Verified | 8.8 (247 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 7.9 (86 reviews) ✓ Verified | 8.1 (212 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 7.6 (79 reviews) ✓ Verified | 8.0 (186 reviews) ✓ Verified | 

#### Platform

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | N/A | N/A |
| **ThoughtSpot** | 8.0/10 | 218 |
| **Qlik Sense** | 8.3/10 | 581 |

#### Reports

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Reports Interface** | Not enough data | 8.7 (156 reviews) ✓ Verified | 8.3 (421 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 8.5 (149 reviews) ✓ Verified | 8.3 (398 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | 8.3 (159 reviews) ✓ Verified | 8.5 (431 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 8.1 (128 reviews) ✓ Verified | 8.3 (335 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | 8.7 (158 reviews) ✓ Verified | 8.8 (429 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Connectors** | Not enough data | 8.2 (101 reviews) ✓ Verified | 8.6 (203 reviews) ✓ Verified | 
| **Data Governance** | Not enough data | 7.9 (99 reviews) ✓ Verified | 8.4 (187 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Data Querying** | Not enough data | 8.4 (111 reviews) ✓ Verified | 8.9 (226 reviews) ✓ Verified | 
| **Data Filtering** | Not enough data | 8.5 (115 reviews) ✓ Verified | 9.2 (230 reviews) ✓ Verified | 
| **Data Blending** | Not enough data | 8.2 (103 reviews) ✓ Verified | 8.9 (224 reviews) ✓ Verified | 

#### Generative AI

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | 7.0 (22 reviews) | 7.3 (28 reviews) | 
| **AI Text Summarization** | Not enough data | 6.7 (22 reviews) | 7.3 (29 reviews) | 

#### Agentic AI - Analytics Platforms

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.0 (5 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.3 (5 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.7 (5 reviews) | 
| **Adaptive Learning** | Not enough data | 6.0 (5 reviews) | 7.0 (5 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 6.3 (5 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.0 (5 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.7 (5 reviews) | 

#### Self Service 

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | 8.2 (144 reviews) ✓ Verified | 8.4 (358 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | 8.6 (151 reviews) ✓ Verified | 8.7 (414 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | 8.6 (150 reviews) ✓ Verified | 8.5 (403 reviews) ✓ Verified | 
| **Search** | Not enough data | 8.8 (162 reviews) ✓ Verified | 8.4 (396 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | 8.2 (136 reviews) ✓ Verified | 7.9 (344 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | 7.5 (111 reviews) ✓ Verified | 7.4 (305 reviews) ✓ Verified | 

#### Deployment & Integration - Analytics Platforms

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | 8.7 (5 reviews) | 8.0 (5 reviews) | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | 8.7 (5 reviews) | 
| **Embedded Analytics and White-labeling** | Not enough data | 7.3 (5 reviews) | 9.0 (5 reviews) | 
| **Data Source Connectivity** | Not enough data | 8.3 (5 reviews) | 9.7 (6 reviews) | 

#### Advanced Analytics

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | 7.8 (113 reviews) | 7.4 (235 reviews) ✓ Verified | 
| **Data Visualization** | Not enough data | 8.6 (152 reviews) ✓ Verified | 8.7 (408 reviews) ✓ Verified | 
| **Big Data Services** | Not enough data | 8.0 (122 reviews) ✓ Verified | 7.9 (298 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | 8.6 (6 reviews) | 9.0 (8 reviews) | 
| **Concurrent User Support** | Not enough data | Not enough data | 9.7 (5 reviews) | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | 9.7 (5 reviews) | 
| **Notebook and Script Integration** | Not enough data | Not enough data | 8.0 (5 reviews) | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | 8.0 (5 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | 7.0 (5 reviews) | 
| **Natural Language Queries** | Not enough data | 8.1 (7 reviews) | 8.3 (5 reviews) | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | 7.0 (5 reviews) | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | 7.0 (5 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | 9.3 (5 reviews) | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | 9.3 (5 reviews) | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | 7.0 (5 reviews) | 

#### Building Reports

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | Not enough data | 7.5 (95 reviews) ✓ Verified | 8.7 (253 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 7.5 (99 reviews) ✓ Verified | 8.8 (247 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 7.9 (86 reviews) ✓ Verified | 8.1 (212 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 7.6 (79 reviews) ✓ Verified | 8.0 (186 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | N/A | N/A |
| **ThoughtSpot** | 8.5/10 | 196 |
| **Qlik Sense** | 8.6/10 | 560 |

#### Reports

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Reports Interface** | Not enough data | 8.7 (156 reviews) ✓ Verified | 8.3 (421 reviews) ✓ Verified | 
| **Steps to Answer** | Not enough data | 8.5 (149 reviews) ✓ Verified | 8.3 (398 reviews) ✓ Verified | 
| **Graphs and Charts** | Not enough data | 8.3 (159 reviews) ✓ Verified | 8.5 (431 reviews) ✓ Verified | 
| **Score Cards** | Not enough data | 8.1 (128 reviews) ✓ Verified | 8.3 (335 reviews) ✓ Verified | 
| **Dashboards** | Not enough data | 8.7 (158 reviews) ✓ Verified | 8.8 (429 reviews) ✓ Verified | 

#### Self Service 

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | 8.2 (144 reviews) ✓ Verified | 8.4 (358 reviews) ✓ Verified | 
| **Data Column Filtering** | Not enough data | 8.6 (151 reviews) ✓ Verified | 8.7 (414 reviews) ✓ Verified | 
| **Data Discovery** | Not enough data | 8.6 (150 reviews) ✓ Verified | 8.5 (403 reviews) ✓ Verified | 
| **Search** | Not enough data | 8.8 (162 reviews) ✓ Verified | 8.4 (396 reviews) ✓ Verified | 
| **Collaboration / Workflow** | Not enough data | 8.2 (136 reviews) ✓ Verified | 7.9 (344 reviews) ✓ Verified | 
| **Automodeling** | Not enough data | 7.5 (111 reviews) ✓ Verified | 7.4 (305 reviews) ✓ Verified | 

#### Building Reports

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | Not enough data | 7.5 (95 reviews) ✓ Verified | 8.7 (253 reviews) ✓ Verified | 
| **Data Modeling** | Not enough data | 7.5 (99 reviews) ✓ Verified | 8.8 (247 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | Not enough data | 7.9 (86 reviews) ✓ Verified | 8.1 (212 reviews) ✓ Verified | 
| **Integration APIs** | Not enough data | 7.6 (79 reviews) ✓ Verified | 8.0 (186 reviews) ✓ Verified | 

### Location Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Qlik Sense** | 9.0/10 | 120 |

#### Cartography

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Map Design** | Not enough data | Not enough data | 8.8 (62 reviews) | 
| **Vector Mapping ** | Not enough data | Not enough data | 8.8 (55 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | 9.4 (65 reviews) | 
| **Overlaying** | Not enough data | Not enough data | 9.1 (56 reviews) | 

#### Analysis

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Predictive Analysis** | Not enough data | Not enough data | 8.8 (56 reviews) | 
| **Distance Analysis ** | Not enough data | Not enough data | 8.9 (56 reviews) | 
| **Spatial Analysis** | Not enough data | Not enough data | 8.9 (56 reviews) | 
| **Data Stream** | Not enough data | Not enough data | 9.0 (58 reviews) | 

#### Reporting

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 9.3 (76 reviews) | 
| **WYSIWYG Design** | Not enough data | Not enough data | 9.0 (67 reviews) | 
| **API Integrations** | Not enough data | Not enough data | 9.0 (65 reviews) | 

### Data Preparation

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Data Source Access

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Breadth of Data Sources** | Not enough data | Not enough data | Not enough data | 
| **Ease of Data Connectivity** | Not enough data | Not enough data | Not enough data | 
| **API Connectivity** | Not enough data | Not enough data | Not enough data | 

#### Data Interaction

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Profiling and Classification** | Not enough data | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **Data Joining** | Not enough data | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | Not enough data | 
| **Data Quality and Cleansing** | Not enough data | Not enough data | Not enough data | 
| **Data Sharing** | Not enough data | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | Not enough data | 

#### Data Exporting

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Breadth of Integrations** | Not enough data | Not enough data | Not enough data | 
| **Ease of Integrations** | Not enough data | Not enough data | Not enough data | 
| **Data Workflows** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

### Financial Analysis

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | 8.8/10 | 13 |
| **ThoughtSpot** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Data Management

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Data Import** | 9.3 (12 reviews) | Not enough data | Not enough data | 
| **Data Consolidation** | 9.3 (12 reviews) | Not enough data | Not enough data | 
| **Data Validation** | 8.6 (12 reviews) | Not enough data | Not enough data | 

#### Reporting Structure

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Reporting Hierarchy** | 8.6 (11 reviews) | Not enough data | Not enough data | 
| **Report Templates** | 8.1 (12 reviews) | Not enough data | Not enough data | 
| **Report Types** | 8.8 (11 reviews) | Not enough data | Not enough data | 

#### Standard Analytics

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Standard KPIs** | 8.1 (12 reviews) | Not enough data | Not enough data | 
| **Standard Reports** | 9.0 (12 reviews) | Not enough data | Not enough data | 
| **Financial Statements** | 9.1 (11 reviews) | Not enough data | Not enough data | 
| **Drill Down** | 9.1 (11 reviews) | Not enough data | Not enough data | 

#### Custom Analytics

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Dashboards** | 8.9 (11 reviews) | Not enough data | Not enough data | 
| **Custom KPIs** | 8.3 (10 reviews) | Not enough data | Not enough data | 
| **Custom Reports** | 8.9 (12 reviews) | Not enough data | Not enough data | 
| **Self Service** | 8.6 (11 reviews) | Not enough data | Not enough data | 
| **Multiple Entities** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Financial Analysis

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Responses

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Personalization** | Not enough data | Not enough data | Not enough data | 
| **Route To Human** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Understanding (NLU)** | Not enough data | Not enough data | Not enough data | 

#### Automation - AI Agents

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Sales Follow-Up** | Not enough data | Not enough data | Not enough data | 
| **Customer Interaction Automation** | Not enough data | Not enough data | Not enough data | 
| **Lead Generation** | Not enough data | Not enough data | Not enough data | 
| **Document Processing** | Not enough data | Not enough data | Not enough data | 
| **Feedback Collection** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Conversation Editor** | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | Not enough data | 
| **Human-In-The-Loop** | Not enough data | Not enough data | Not enough data | 

#### Autonomy -  AI Agents

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Independent Decision Making** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Responses** | Not enough data | Not enough data | Not enough data | 
| **Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Problem Solving** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Productivity Bots

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Agentic AI - Productivity Bots

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Accounting & Finance

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Agentic AI - Accounting & Finance

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | Not enough data | 

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

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Cross-Source Query Federation** | Not enough data | Not enough data | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | Not enough data | 

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

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | Not enough data | 

### Agentic Analytics

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Data Connectivity and Prep - Agentic Analytics

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | 
| **Automated Data Preparation** | Not enough data | Not enough data | Not enough data | 

#### Autonomous Insight Generation - Agentic Analytics

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Continuous Pattern Detection** | Not enough data | Not enough data | Not enough data | 
| **Multi‑Step Reasoning** | Not enough data | Not enough data | Not enough data | 
| **Predictive & Prescriptive Analytics** | Not enough data | Not enough data | Not enough data | 

#### Interaction and Workflow - Agentic Analytics

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Natural Language Query and Conversational Analytics** | Not enough data | Not enough data | Not enough data | 
| **Action Triggering & Workflow Orchestration** | Not enough data | Not enough data | Not enough data | 
| **Explainability & Audit Trails** | Not enough data | Not enough data | Not enough data | 

#### AI Agent Management - Agentic Analytics

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Agent Configuration & Goals** | Not enough data | Not enough data | Not enough data | 
| **Continuous Learning & Feedback** | Not enough data | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Qlik Sense** | 8.8/10 | 127 |

#### Statistical Tool

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Scripting** | Not enough data | Not enough data | 8.8 (71 reviews) | 
| **Data Mining** | Not enough data | Not enough data | 8.7 (66 reviews) | 
| **Algorithms** | Not enough data | Not enough data | 8.3 (68 reviews) | 

#### Data Analysis

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Analysis** | Not enough data | Not enough data | 9.2 (69 reviews) | 
| **Data Interaction** | Not enough data | Not enough data | 9.2 (72 reviews) | 

#### Decision Making

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Modeling** | Not enough data | Not enough data | 8.9 (76 reviews) | 
| **Data Visualizations** | Not enough data | Not enough data | 9.2 (79 reviews) | 
| **Report Generation** | Not enough data | Not enough data | 8.8 (77 reviews) | 
| **Data Unification** | Not enough data | Not enough data | 9.0 (77 reviews) | 

#### Generative AI

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 8.5 (9 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.3 (9 reviews) | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **Oracle Essbase** | N/A | N/A |
| **ThoughtSpot** | N/A | N/A |
| **Qlik Sense** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

---
## Categories

**Unique to Oracle Essbase (1):** [Financial Analysis Software](https://www.g2.com/categories/financial-analysis)

**Unique to ThoughtSpot (5):** [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools), [Agentic Analytics Software](https://www.g2.com/categories/agentic-analytics), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations)

**Unique to Qlik Sense (6):** [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Productivity Bots Software](https://www.g2.com/categories/productivity-bots), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Data Preparation Software](https://www.g2.com/categories/data-preparation)


---
## Reviewer Demographics

### By Company Size

| Segment | Oracle Essbase | ThoughtSpot | Qlik Sense | 
|---|---|---|---|
| **Small-Business** | 5.1% | 17.1% | 14.4% | 
| **Mid-Market** | 18.4% | 39.4% | 41.5% | 
| **Enterprise** | 76.5% | 43.5% | 44.1% | 

### By Industry

#### Oracle Essbase

- **Insurance:** 9.4%
- **Information Technology and Services:** 8.5%
- **Financial Services:** 8.1%
- **Oil & Energy:** 6.4%
- **Hospitality:** 5.1%
- **Hospital & Health Care:** 4.7%
- **Retail:** 4.3%
- **Computer Software:** 3.4%
- **Higher Education:** 3.4%
- **Medical Devices:** 3.4%
- **Other:** 43.2%

#### ThoughtSpot

- **Information Technology and Services:** 10.6%
- **Computer Software:** 9.3%
- **Financial Services:** 9.3%
- **Retail:** 5.5%
- **Telecommunications:** 4.8%
- **Marketing and Advertising:** 4.5%
- **Hospital & Health Care:** 4.2%
- **Insurance:** 3.9%
- **Accounting:** 2.9%
- **Hospitality:** 2.3%
- **Other:** 42.8%

#### Qlik Sense

- **Information Technology and Services:** 10.9%
- **Computer Software:** 6.5%
- **Financial Services:** 5.8%
- **Hospital & Health Care:** 5.7%
- **Retail:** 5.2%
- **Insurance:** 4.6%
- **Pharmaceuticals:** 3.4%
- **Banking:** 3.0%
- **Marketing and Advertising:** 2.6%
- **Automotive:** 2.4%
- **Other:** 49.8%

---
## Alternatives

### Alternatives to Oracle Essbase

- [Vena](https://www.g2.com/products/vena/reviews) — 4.5/5 stars (476 reviews)
- [Celonis](https://www.g2.com/products/celonis/reviews) — 4.5/5 stars (322 reviews)
- [Jirav](https://www.g2.com/products/jirav/reviews) — 4.7/5 stars (190 reviews)
- [Datarails](https://www.g2.com/products/datarails/reviews) — 4.6/5 stars (349 reviews)
- [LiveFlow](https://www.g2.com/products/liveflow/reviews) — 4.9/5 stars (332 reviews)
- [Causal](https://www.g2.com/products/lucanet-ag-causal/reviews) — 4.6/5 stars (256 reviews)
- [Fathom](https://www.g2.com/products/fathom/reviews) — 4.7/5 stars (91 reviews)
- [Prophix Software](https://www.g2.com/products/prophix-software/reviews) — 4.4/5 stars (219 reviews)
- [Velixo](https://www.g2.com/products/velixo/reviews) — 4.7/5 stars (261 reviews)
- [Mosaic Tech](https://www.g2.com/products/mosaic-tech/reviews) — 4.6/5 stars (217 reviews)

### Alternatives to ThoughtSpot

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3658 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1644 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1635 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (694 reviews)
- [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) — 4.4/5 stars (557 reviews)
- [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (394 reviews)

### Alternatives to Qlik Sense

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3658 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (817 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 (694 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (479 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1644 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1063 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (911 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)

---
## Top Discussions

### Oracle Essbase

No discussions available for this product.

### ThoughtSpot

- Title: [How beneficial is Thoughtspot with end user who are not that much expert in data ?](https://www.g2.com/discussions/25499-how-beneficial-is-thoughtspot-with-end-user-who-are-not-that-much-expert-in-data) — 2 comments, 1 upvote
  > **Top comment:** "ThoughtSpot makes self-service simple and quick, even for users with no technical background. Anyone from line of business users to analysts to more..."
- Title: [How is ThoughtSpot priced?](https://www.g2.com/discussions/5134-pricing-licensing) — 2 comments, 1 upvote
  > **Top comment:** "ThoughtSpot has two pricing options depending on whether the organization has a need for the on-premise or cloud based offering. Our starter package is..."
- Title: [What does ThoughtSpot do?](https://www.g2.com/discussions/what-does-thoughtspot-do) — 1 comment
  > **Top comment:** "It's an analytics platform that allows you to use natural language search and AI to identify data insights."
- Title: [Do you have a roadmap for automated insights a la the use case above?](https://www.g2.com/discussions/26396-do-you-have-a-roadmap-for-automated-insights-a-la-the-use-case-above) — 1 comment, 1 upvote
  > **Top comment:** "Hi Alex! I'm not sure what use case you are referring to, but ThoughtSpot is a terrific solution for productizing your data. In your case, if I understand..."
- Title: [How is ThoughtSpot deployed?](https://www.g2.com/discussions/5133-deployment-options-available) — 1 comment, 1 upvote
  > **Top comment:** "ThoughtSpot has multiple deployment options. It can be deployed as a cloud solution, or an on-premise appliance. More details can be found here:..."

### Qlik Sense

- Title: [Do you recommend switching to Qliksense?](https://www.g2.com/discussions/50383-do-you-recommend-switching-to-qliksense) — 3 comments, 1 upvote
  > **Top comment:** "Qliksense is pretty decent tool when it comes to Data Visualization and its script editor feature gives the developer the liberty on data manipulation."
- Title: [What is the difference between QlikView and qlik sense?](https://www.g2.com/discussions/what-is-the-difference-between-qlikview-and-qlik-sense) — 1 comment
  > **Top comment:** "2 separate but similar tools from the same vendor with the same purpose . Sense is the younger product, has better optics and is the future technology strategy."
- Title: [Is qlik sense good?](https://www.g2.com/discussions/is-qlik-sense-good) — 1 comment
  > **Top comment:** "Yes"
- Title: [What can qlik sense do?](https://www.g2.com/discussions/what-can-qlik-sense-do) — 1 comment
  > **Top comment:** "Qliksense can convert your data into Insights."
- Title: [¿What is been the biggest challenge, you have presente to date?](https://www.g2.com/discussions/what-is-been-the-biggest-challenge-you-have-presente-to-date) — 1 comment, 1 upvote
  > **Top comment:** "To join all data in a single large dataset"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/oracle-essbase-vs-thoughtspot-vs-qlik-sense)