# TrendMiner vs Umbrella Comparison

| | TrendMiner | Umbrella | 
|---|---|---|
| **Star Rating** | 4.6 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 179 | 36 | 
| **Largest Market Segment** | Enterprise (53.1% of reviews) | Mid-Market (44.4% of reviews) | 
| **Entry Level Price** | Contact Us | No pricing available | 

---
## Top Pros & Cons

### TrendMiner

Pros:
- Ease of Use (15 reviews)
- Speed (7 reviews)

Cons:
- Complex Usability (8 reviews)
- Difficult Learning (4 reviews)

### Umbrella

Pros:
- Time-saving (3 reviews)
- Alerting System (2 reviews)

Cons:
- Access Control (2 reviews)
- Complexity (2 reviews)

---
## Ratings Comparison
| Rating | TrendMiner | Umbrella | 
|---|---|---|
  | **Meets Requirements** | 8.6 (158 reviews) | 8.9 (25 reviews) | 
  | **Ease of Use** | 8.8 (162 reviews) | 8.2 (25 reviews) | 
  | **Ease of Setup** | 8.4 (59 reviews) | 8.4 (18 reviews) | 
  | **Ease of Admin** | 8.5 (37 reviews) | 8.6 (16 reviews) | 
  | **Quality of Support** | 9.2 (154 reviews) | 9.0 (24 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.3 (44 reviews) | 9.4 (15 reviews) | 
  | **Product Direction (% positive)** | 9.5 (157 reviews) | 9.1 (25 reviews) | 

---
## Pricing

### TrendMiner

#### Entry-Level Pricing

Plan: Custom

Price: Contact Us

Description: TrendMiner is priced to fit your company size. You can request more details here: https://www.trendminer.com/pricing/


Key Features:
- Custom pricing

[Learn more about TrendMiner](https://www.g2.com/products/trendminer/reviews)

#### Free Trial

No

### Umbrella

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **TrendMiner** | N/A | N/A |
| **Umbrella** | N/A | N/A |

#### Metrics

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Sessions - Digital Analytics** | Not enough data | Not enough data | 
| **Engagement** | Not enough data | Not enough data | 
| **Entry and Exit Pages** | Not enough data | Not enough data | 
| **Standard Event Tracking** | Not enough data | Not enough data | 
| **Custom Event Tracking** | Not enough data | Not enough data | 
| **Retention** | Not enough data | Not enough data | 
| **Return** | Not enough data | Not enough data | 
| **Conversions** | Not enough data | Not enough data | 
| **Funnels** | Not enough data | Not enough data | 

#### Reporting

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Trending** | Not enough data | Not enough data | 
| **Retroactive Reporting** | Not enough data | Not enough data | 
| **Segmentation** | Not enough data | Not enough data | 
| **Mobile Reporting** | Not enough data | Not enough data | 
| **Unification Across Devices** | Not enough data | Not enough data | 
| **Custom Reports and Dashboards** | Not enough data | Not enough data | 

#### Other

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **User Data** | Not enough data | Not enough data | 
| **Site Search Reporting** | Not enough data | Not enough data | 
| **Load Time Monitoring** | Not enough data | Not enough data | 
| **Campaign Tracking** | Not enough data | Not enough data | 
| **E-Commerce** | Not enough data | Not enough data | 
| **Promotional Messages** | Not enough data | Not enough data | 
| **Administration Alerts** | Not enough data | Not enough data | 

#### Agentic AI - Digital Analytics

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Administration

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **API / Integrations** | Not enough data | Not enough data | 
| **QA Testing** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 

### Cloud Cost Management

| Product | Score | Reviews |
|---|---|---|
| **TrendMiner** | N/A | N/A |
| **Umbrella** | N/A | N/A |

#### Operations

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Scheduling** | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | 
| **Multi-Cloud Management** | Not enough data | Not enough data | 
| **Usage Monitoring** | Not enough data | Not enough data | 

#### Cost Optimization

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Spend Forecasting and Optimization ** | Not enough data | Not enough data | 
| **Recommendations  ** | Not enough data | Not enough data | 
| **Spend Tracking ** | Not enough data | Not enough data | 

#### Administration

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Reporting** | Not enough data | Not enough data | 
| **Dashboards and Visualizations ** | Not enough data | Not enough data | 
| **Compliance** | Not enough data | Not enough data | 

#### Agentic AI - Cloud Cost Management

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Manufacturing Intelligence

| Product | Score | Reviews |
|---|---|---|
| **TrendMiner** | 7.8/10 | 75 |
| **Umbrella** | N/A | N/A |

#### Data Management

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Aggregation** | 8.3 (71 reviews) | Not enough data | 
| **Data Models** | 7.7 (69 reviews) | Not enough data | 
| **Propagation** | 7.6 (65 reviews) | Not enough data | 
| **Data Collection** | 8.5 (69 reviews) | Not enough data | 
| **Cleansing** | 7.6 (63 reviews) | Not enough data | 

#### Analytics

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **KPIs** | 8.3 (65 reviews) | Not enough data | 
| **Real Time** | 8.9 (70 reviews) | Not enough data | 
| **Dashboards** | 8.1 (73 reviews) | Not enough data | 

#### Agentic AI -  Manufacturing Intelligence

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Proactive Assistance** | 5.2 (10 reviews) | Not enough data | 

### IoT Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **TrendMiner** | 8.5/10 | 41 |
| **Umbrella** | N/A | N/A |

#### Data Sources

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Pre-Built Connectors** | 7.9 (40 reviews) | Not enough data | 
| **API** | 7.8 (39 reviews) | Not enough data | 
| **Performance and Stability** | 8.8 (40 reviews) | Not enough data | 

#### Analytics

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Queries** | 8.1 (39 reviews) | Not enough data | 
| **Dashboards** | 8.1 (39 reviews) | Not enough data | 
| **Visualizations** | 8.8 (40 reviews) | Not enough data | 
| **Insights** | 8.5 (40 reviews) | Not enough data | 

#### Metrics

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Device Performance** | 8.3 (39 reviews) | Not enough data | 
| **Operational Performance** | 8.7 (40 reviews) | Not enough data | 
| **Environmental Conditions** | 8.3 (40 reviews) | Not enough data | 
| **Resource Usage** | 8.7 (40 reviews) | Not enough data | 

### Customer Journey Analytics

| Product | Score | Reviews |
|---|---|---|
| **TrendMiner** | N/A | N/A |
| **Umbrella** | N/A | N/A |

#### Platform Basics

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Dynamic Segmentation** | Not enough data | Not enough data | 
| **Journey Optimization** | Not enough data | Not enough data | 

#### Platform Data

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Journey Reporting** | Not enough data | Not enough data | 
| **Trends Reporting** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 
| **Advanced Data Filtering** | Not enough data | Not enough data | 

#### Platform Additional Functionality

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Journey Mapping** | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | 
| **Automated Alerts** | Not enough data | Not enough data | 

#### Agentic AI - Customer Journey Analytics

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Log Analysis

| Product | Score | Reviews |
|---|---|---|
| **TrendMiner** | N/A | N/A |
| **Umbrella** | N/A | N/A |

#### Data Preparation

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Data Sources** | Not enough data | Not enough data | 
| **Indexing** | Not enough data | Not enough data | 
| **Automated Tagging** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Analysis

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Track Trends** | Not enough data | Not enough data | 
| **Detect Anomalies** | Not enough data | Not enough data | 
| **Metric and Event Data** | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | 
| **Alerts** | Not enough data | Not enough data | 
| **Live Tail** | Not enough data | Not enough data | 

#### Visualization

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Dashboards** | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | 

#### Agentic AI - Log Analysis

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **TrendMiner** | N/A | N/A |
| **Umbrella** | N/A | N/A |

#### Monitoring

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Performance Baselines** | Not enough data | Not enough data | 
| **Performance Analysis** | Not enough data | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | 
| **AI/ML Assistance** | Not enough data | Not enough data | 
| **Multi-System Monitoring** | Not enough data | Not enough data | 

#### Response

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Dashboards and Visualization** | Not enough data | Not enough data | 
| **Incident Alerting** | Not enough data | Not enough data | 
| **Root Cause Analysis (RCA)** | Not enough data | Not enough data | 

#### Agentic AI - Application Performance Monitoring (APM)

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Performance

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Real User Monitoring (RUM)** | Not enough data | Not enough data | 
| **Second by Second Metrics** | Not enough data | Not enough data | 

#### Functionality

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Synthetic Monitoring** | Not enough data | Not enough data | 
| **Dynamic Transaction Mapping** | Not enough data | Not enough data | 
| **Load Balancing** | Not enough data | Not enough data | 
| **Cloud Observability** | Not enough data | Not enough data | 

### Predictive Analytics

| Product | Score | Reviews |
|---|---|---|
| **TrendMiner** | 8.1/10 | 84 |
| **Umbrella** | N/A | N/A |

#### Statistical Tool

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Scripting** | 7.4 (66 reviews) | Not enough data | 
| **Data Mining** | 8.6 (74 reviews) | Not enough data | 
| **Algorithms** | 7.7 (70 reviews) | Not enough data | 

#### Data Analysis

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Analysis** | 9.0 (80 reviews) | Not enough data | 
| **Data Interaction** | 8.5 (76 reviews) | Not enough data | 

#### Decision Making

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **Modeling** | 8.0 (76 reviews) | Not enough data | 
| **Data Visualizations** | 8.9 (81 reviews) | Not enough data | 
| **Report Generation** | 8.2 (75 reviews) | Not enough data | 
| **Data Unification** | 8.3 (72 reviews) | Not enough data | 

#### Generative AI

| Feature | TrendMiner | Umbrella | 
|---|---|---|
| **AI Text Generation** | 6.6 (45 reviews) | Not enough data | 
| **AI Text Summarization** | 6.6 (45 reviews) | Not enough data | 

---
## Categories
**Shared Categories (1):** [Time Series Intelligence Software](https://www.g2.com/categories/time-series-intelligence)

**Unique to TrendMiner (3):** [Manufacturing Intelligence Software](https://www.g2.com/categories/manufacturing-intelligence), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms)

**Unique to Umbrella (5):** [Customer Journey Analytics Software](https://www.g2.com/categories/customer-journey-analytics), [Log Analysis Software](https://www.g2.com/categories/log-analysis), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Digital Analytics Software](https://www.g2.com/categories/digital-analytics), [Cloud Cost Management Tools](https://www.g2.com/categories/cloud-cost-management)


---
## Reviewer Demographics

### By Company Size

| Segment | TrendMiner | Umbrella | 
|---|---|---|
| **Small-Business** | 12.4% | 30.6% | 
| **Mid-Market** | 34.5% | 44.4% | 
| **Enterprise** | 53.1% | 25.0% | 

### By Industry

#### TrendMiner

- **Chemicals:** 50.8%
- **Oil & Energy:** 7.9%
- **Computer Software:** 4.5%
- **Manufacturing:** 2.8%
- **Food Production:** 2.8%
- **Plastics:** 2.8%
- **Mechanical or Industrial Engineering:** 2.3%
- **Mining & Metals:** 2.3%
- **Accounting:** 1.7%
- **Automotive:** 1.7%
- **Other:** 20.3%

#### Umbrella

- **Information Technology and Services:** 22.2%
- **Computer Software:** 19.4%
- **Marketing and Advertising:** 8.3%
- **Internet:** 8.3%
- **Computer & Network Security:** 8.3%
- **Telecommunications:** 5.6%
- **Utilities:** 2.8%
- **Research:** 2.8%
- **Program Development:** 2.8%
- **Professional Training & Coaching:** 2.8%
- **Other:** 16.7%

---
## Alternatives

### Alternatives to TrendMiner

- [Seeq](https://www.g2.com/products/seeq/reviews) — 4.6/5 stars (150 reviews)
- [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (520 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3768 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (724 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (930 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (877 reviews)
- [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (505 reviews)
- [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (911 reviews)
- [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (620 reviews)

### Alternatives to Umbrella

- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (724 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1365 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1651 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (434 reviews)
- [Smartlook](https://www.g2.com/products/smartlook/reviews) — 4.6/5 stars (874 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (645 reviews)
- [ServiceNow IT Operations Management](https://www.g2.com/products/servicenow-it-operations-management/reviews) — 4.4/5 stars (434 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (440 reviews)
- [Amazon CloudWatch](https://www.g2.com/products/amazon-cloudwatch/reviews) — 4.3/5 stars (403 reviews)

---
## Top Discussions

### TrendMiner

- Title: [What is TrendMiner used for?](https://www.g2.com/discussions/what-is-trendminer-used-for) — 1 comment *(includes official response)*
  > **Top comment:** "TrendMiner is used for advanced analytics in process manufacturing industries. Its primary functions and applications include:


Real-Time Monitoring: It..."

### Umbrella

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/trendminer-vs-umbrella-formerly-anodot-umbrella)