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# TrendMiner vs Umbrella Comparison - What are their main differences?

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TrendMinerUmbrella[+ Add Product](#)

Reviews

**TrendMiner** [

4.6/5(185)

](https://www.g2.com/products/trendminer/reviews#reviews)

**Umbrella** [

4.5/5(36)

](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews#reviews)

Pricing

**TrendMiner**
 **Contact Us** · Custom

**Umbrella**
No pricing available

**Pricing Insights**
from reviews

Time to Implement

**TrendMiner**
4 months

Based on 7 responses

**Umbrella**
1 monthFaster

Based on 5 responses

Return on Investment

**TrendMiner**
6 months

Based on 6 responses

**Umbrella**
Not enough reviews yet

Perceived Cost

**TrendMiner**
$$$$$

**Umbrella**
$$$$$

Average Discount

**TrendMiner**
10%

**Umbrella**
Not enough reviews yet

Pros & Cons

**TrendMiner**
[
Ease of Use (25)
](https://www.g2.com/products/trendminer/reviews?filters%5Bsentiment_snippet%5D=1398046&qs=pros-and-cons#reviews)[
Speed (12)
](https://www.g2.com/products/trendminer/reviews?filters%5Bsentiment_snippet%5D=1397713&qs=pros-and-cons#reviews)[
Complex Usability (12)
](https://www.g2.com/products/trendminer/reviews?filters%5Bsentiment_snippet%5D=1398877&qs=pros-and-cons#reviews)[
Difficult Learning (6)
](https://www.g2.com/products/trendminer/reviews?filters%5Bsentiment_snippet%5D=1397604&qs=pros-and-cons#reviews)

**Umbrella**
[
Time-saving (3)
](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews?filters%5Bsentiment_snippet%5D=2222727&qs=pros-and-cons#reviews)[
Alerting System (2)
](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews?filters%5Bsentiment_snippet%5D=2222773&qs=pros-and-cons#reviews)[
Access Control (2)
](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews?filters%5Bsentiment_snippet%5D=2222616&qs=pros-and-cons#reviews)[
Complexity (2)
](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews?filters%5Bsentiment_snippet%5D=2222766&qs=pros-and-cons#reviews)

Integrations

**TrendMiner**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b3390b4cc3d92e87d570895f7358c003/amazon-redshift.jpg "Product Avatar Image")

Amazon Redshift

](https://www.g2.com/products/amazon-redshift/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_3a7a925cc43d97814fa81ec2d6c06f45/amazon-timestream.jpeg "Product Avatar Image")

Amazon Timestream

](https://www.g2.com/products/amazon-timestream/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_3a7a925cc43d97814fa81ec2d6c06f45/aws-iot-sitewise.jpeg "Product Avatar Image")

AWS IoT SiteWise

](https://www.g2.com/products/aws-iot-sitewise/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image")

Databricks

](https://www.g2.com/products/databricks/reviews)[
View all
](https://www.g2.com/products/trendminer/integrations)

**Umbrella**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_793034d14bb0f3fa12d97cf3cc0032c4/jira.jpg "Product Avatar Image")

Jira

](https://www.g2.com/products/jira/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_f6ee5c9dddbf5c28b136829c8782ed1b/slack.png "Product Avatar Image")

Slack

](https://www.g2.com/products/slack/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_2b00e05c107c3273cea5264090c3c1d0/snowflake.jpg "Product Avatar Image")

Snowflake

](https://www.g2.com/products/snowflake/reviews)[
View all
](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/integrations)

Screenshots

**TrendMiner**
 ![TrendMiner screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/146132/TrendHubNextGen-final-_1_.jpg)

**Umbrella**
 ![Umbrella screenshot](https://images.g2crowd.com/cdn-cgi/image/width=600,height=600,fit=scale-down,format=auto,onerror=redirect,/https://images.g2crowd.com/uploads/attachment/file/100570/autonomous-detection-act-hero.png)

Ratings

Meets Requirements

**TrendMiner**

8.6

8.6163

**Umbrella**

8.9

8.925

Ease of Use

**TrendMiner**

8.8

8.8167

**Umbrella**

8.2

8.225

Ease of Setup

**TrendMiner**

8.4

8.464

**Umbrella**

8.4

8.418

Ease of Admin

**TrendMiner**

8.5

8.540

**Umbrella**

8.6

8.616

Quality of Support

**TrendMiner**

9.2

9.2158

**Umbrella**

9.0

9.024

Has the product been a good partner in doing business?

**TrendMiner**

9.3

9.348

**Umbrella**

9.4

9.415

Product Direction (% positive)

**TrendMiner**

9.4

9.4162

**Umbrella**

9.1

9.125

Features

Manufacturing Intelligence[Hide 9 FeaturesShow 9 Features](javascript:void(0);)

7.9

80

Not enough data

Data Management

Aggregation

8.3(won by default)

74

Not enough data

Data Models

7.7(won by default)

70

Not enough data

Propagation

7.6(won by default)

65

Not enough data

Data Collection

8.5(won by default)

71

Not enough data

Cleansing

7.6(won by default)

63

Not enough data

Analytics

KPIs

8.4(won by default)

68

Not enough data

Real Time

8.9(won by default)

74

Not enough data

Dashboards

8.1(won by default)

74

Not enough data

Agentic AI - Manufacturing Intelligence

Proactive Assistance

6.2(won by default)

10

Not enough data

IoT Analytics Platforms[Hide 39 FeaturesShow 39 Features](javascript:void(0);)

8.5

43

Not enough data

Data Sources

Pre-Built Connectors

7.9(won by default)

40

Not enough data

API

7.8(won by default)

39

Not enough data

Performance and Stability

8.8(won by default)

40

Not enough data

Analytics

Queries

8.1(won by default)

39

Not enough data

Dashboards

8.1(won by default)

40

Not enough data

Visualizations

8.7(won by default)

41

Not enough data

Insights

8.5(won by default)

40

Not enough data

Data Visualization

Not enough data

Not enough data

Metrics

For IoT Devices

8.3(won by default)

40

Not enough data

Operational Performance

8.7(won by default)

40

Not enough data

Environmental Conditions

8.3(won by default)

40

Not enough data

Resource Usage

8.7(won by default)

40

Not enough data

Additional Functionality

Configuration Management

Not enough data

Not enough data

Data Synchronization

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Asset Tracking

Not enough data

Not enough data

Analytics

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Data Collection

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

Data Management

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Big Data Analytics

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

ETL

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Connectivity Management

Not enough data

Not enough data

Performance Analysis

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Predictive Analytics[Hide 42 FeaturesShow 42 Features](javascript:void(0);)

8.1

88

Not enough data

Statistical Tool

Scripting

7.4(won by default)

66

Not enough data

Data Mining

8.6(won by default)

75

Not enough data

Algorithms

7.7(won by default)

71

Not enough data

Data Analysis

Analysis

8.9(won by default)

82

Not enough data

Data Interaction

8.5(won by default)

78

Not enough data

Time Series Analysis

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Decision Making

Modeling

8.0(won by default)

76

Not enough data

Data Visualizations

8.9(won by default)

84

Not enough data

Report Generation

8.2(won by default)

75

Not enough data

Data Unification

8.4(won by default)

72

Not enough data

Customizable Reports

Not enough data

Not enough data

Generative AI

AI Text Generation

6.6(won by default)

45

Not enough data

AI Text Summarization

6.6(won by default)

45

Not enough data

Generative AI

Not enough data

Not enough data

Additional Functionality

Demand Forecasting

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

For Healthcare

Not enough data

Not enough data

Forecasting

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Decision Support

Not enough data

Not enough data

Modeling & Simulation

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Retail

Not enough data

Not enough data

For Education

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Graphical Workflow Editor

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Business Rules Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Transformation

Not enough data

Not enough data

Data Clustering

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Blending

Not enough data

Not enough data

Data Classification

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Show 6 feature categories with incomplete data

Manufacturing[Hide 43 FeaturesShow 43 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Traceability

Not enough data

Not enough data

Production Scheduling

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Warehouse Management

Not enough data

Not enough data

Product Configurator

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Production Tracking

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Supplier Management

Not enough data

Not enough data

Demand Forecasting

Not enough data

Not enough data

Barcode/Ticket Scanning

Not enough data

Not enough data

Purchase Order Management

Not enough data

Not enough data

Product Lifecycle Management

Not enough data

Not enough data

Maintenance Management

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Work Order Management

Not enough data

Not enough data

Bills of Material

Not enough data

Not enough data

Quality Control

Not enough data

Not enough data

Supply Chain Management

Not enough data

Not enough data

Inventory Management

Not enough data

Not enough data

Cost Estimating

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Shop Floor Management

Not enough data

Not enough data

Material Requirements Planning

Not enough data

Not enough data

Multi-Location

Not enough data

Not enough data

Job Management

Not enough data

Not enough data

Distribution Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Financial Management

Not enough data

Not enough data

Production Management

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Sustainability Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Safety Management

Not enough data

Not enough data

Unattended Automation

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

Lot Tracking

Not enough data

Not enough data

MES

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Capacity Planning

Not enough data

Not enough data

Digital Analytics[Hide 31 FeaturesShow 31 Features](javascript:void(0);)

Not enough data

Not enough data

Metrics

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

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

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

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

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[Hide 13 FeaturesShow 13 Features](javascript:void(0);)

Not enough data

Not enough data

Operations

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

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

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

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

Customer Journey Analytics[Hide 13 FeaturesShow 13 Features](javascript:void(0);)

Not enough data

Not enough data

Platform Basics

Dynamic Segmentation

Not enough data

Not enough data

Journey Optimization

Not enough data

Not enough data

Platform Data

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

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

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[Hide 80 FeaturesShow 80 Features](javascript:void(0);)

Not enough data

Not enough data

Data Preparation

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

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

Real-Time Data

Not enough data

Not enough data

Visualization

Dashboards

Not enough data

Not enough data

Data Discovery

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Customizable Dashboard

Not enough data

Not enough data

Agentic AI - Log Analysis

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

Third-Party Integrations

Not enough data

Not enough data

Additional Functionality

Continuous Monitoring

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Issue Tracking

Not enough data

Not enough data

Anomaly Detection

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Correlation Analysis

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Data Classification

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Pattern Detection and Recognition

Not enough data

Not enough data

Analytics

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Event Tracking

Not enough data

Not enough data

Log Collection

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Log Analysis

Not enough data

Not enough data

Event Logs

Not enough data

Not enough data

Data Analysis Tools

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Remediation Management

Not enough data

Not enough data

Compliance Tracking

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Prioritization

Not enough data

Not enough data

Uptime Reporting

Not enough data

Not enough data

Log Rotation

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Server Logs

Not enough data

Not enough data

Incident Management

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

PCI Compliance

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Log Parsing

Not enough data

Not enough data

Archiving & Retention

Not enough data

Not enough data

Server Monitoring

Not enough data

Not enough data

API

Not enough data

Not enough data

Diagnostic Tools

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

Issue Management

Not enough data

Not enough data

Vulnerability Scanning

Not enough data

Not enough data

Application Performance Monitoring (APM)[Hide 54 FeaturesShow 54 Features](javascript:void(0);)

Not enough data

Not enough data

Monitoring

Performance Baselines

Not enough data

Not enough data

Performance Analysis

Not enough data

Not enough data

Transaction 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

Generative AI

Not enough data

Not enough data

Container Monitoring

Not enough data

Not enough data

Response

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

Trend Analysis

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Agentic AI - Application Performance Monitoring (APM)

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

Third-Party Integrations

Not enough data

Not enough data

Performance

Real User Monitoring (RUM)

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Functionality

Database 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

Server Monitoring

Not enough data

Not enough data

Additional Functionality

Real-Time Data

Not enough data

Not enough data

Email Alerts

Not enough data

Not enough data

Bottleneck Identification

Not enough data

Not enough data

API

Not enough data

Not enough data

Uptime Reporting

Not enough data

Not enough data

Resource Management

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Baseline Manager

Not enough data

Not enough data

Issue Tracking

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Prioritization

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Application Management

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

Incident Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Diagnostic Tools

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Event Logs

Not enough data

Not enough data

User Insights

Reviewers' Company Size

[![TrendMiner](https://images.g2crowd.com/uploads/product/hd_favicon/8bbe084577b4431b9a342d5d9dc9bc15/trendminer.svg "TrendMiner")](https://www.g2.com/products/trendminer/reviews)

TrendMiner

Small-Business(50 or fewer emp.)

13.2%

Mid-Market(51-1000 emp.)

34.6%

Enterprise(\> 1000 emp.)

52.2%

[![Umbrella](https://images.g2crowd.com/uploads/product/hd_favicon/e81441020cc58eed9f5994ead37ab2b5/umbrella-formerly-anodot-umbrella.svg "Umbrella")](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews)

Umbrella

Small-Business(50 or fewer emp.)

30.6%

Mid-Market(51-1000 emp.)

44.4%

Enterprise(\> 1000 emp.)

25.0%

Small-Business

(50 or fewer emp.)

13.2%

30.6%

Mid-Market

(51-1000 emp.)

34.6%

44.4%

Enterprise

(\> 1000 emp.)

52.2%

25.0%

Reviewers' Industry

[![TrendMiner](https://images.g2crowd.com/uploads/product/hd_favicon/8bbe084577b4431b9a342d5d9dc9bc15/trendminer.svg "TrendMiner")](https://www.g2.com/products/trendminer/reviews)
TrendMiner

Chemicals

51.1%

Oil & Energy

8.2%

Computer Software

4.4%

Manufacturing

2.7%

Food Production

2.7%

Other

30.8%

[![Umbrella](https://images.g2crowd.com/uploads/product/hd_favicon/e81441020cc58eed9f5994ead37ab2b5/umbrella-formerly-anodot-umbrella.svg "Umbrella")](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews)
Umbrella

Information Technology and Services

22.2%

Computer Software

19.4%

Marketing and Advertising

8.3%

Internet

8.3%

Computer & Network Security

8.3%

Other

33.3%

FAQs

## TrendMiner vs Umbrella FAQs

Generated using AI

Last updated: August 16, 2026

### What is the difference between Umbrella vs TrendMiner?

TrendMiner stands out for its higher Ease of Use and Quality of Support scores, while Umbrella is noted for its AI-powered cost optimization and time-saving alerting system.

| | [Umbrella](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews) | [TrendMiner](https://www.g2.com/products/trendminer/reviews) |
| --- | --- | --- |
| G2 Rating (reviews) | 4.5/5 (36 reviews) | 4.6/5 (179 reviews) |
| Largest Segment | Mid-Market | Enterprise |
| Ease of Setup score | 8.4 | 8.4 |
| Quality of Support score | 9.0 | 9.2 |
| Top Reviewer-Cited Strength | AI-powered cost optimization and real-time alerts | Ease of use and intuitive analytics |

### How do the pricing models of Umbrella and TrendMiner compare?

TrendMiner is rated higher for value, with reviewers expressing greater satisfaction with its pricing compared to Umbrella.

- **Umbrella:** Reviewers note that the subscription-based pricing can be expensive, especially for organizations with limited budgets.
- **TrendMiner:** While some mention that pricing could be softer, overall satisfaction with value is higher, and reviewers appreciate the flexibility and support provided.

### What are the best alternatives to Umbrella and TrendMiner?

The top three alternatives to Umbrella and TrendMiner are Seeq, Datadog, and Dynatrace.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Umbrella](https://www.g2.com/products/umbrella-formerly-anodot-umbrella/reviews) | 4.5/5 (36 reviews) | Mid-Market | Subscription-based pricing can be expensive | AI-powered cost optimization and real-time alerts |
| [TrendMiner](https://www.g2.com/products/trendminer/reviews) | 4.6/5 (179 reviews) | Enterprise | Pricing could be softer, but support and flexibility are valued | Ease of use and intuitive analytics |
| [Seeq](https://www.g2.com/products/seeq/reviews) | 4.6/5 (150 reviews) | Enterprise | — | Advanced analytics for process data |
| [Datadog](https://www.g2.com/products/datadog/reviews) | 4.4/5 (726 reviews) | Mid-Market | — | Comprehensive monitoring and integrations |
| [Dynatrace](https://www.g2.com/products/dynatrace/reviews) | 4.5/5 (1366 reviews) | Enterprise | — | AI-driven application performance monitoring |

### Which Time Series Intelligence features should I prioritize when comparing Umbrella and TrendMiner?

Buyers should prioritize ease of use, alerting and anomaly detection, cost optimization, analysis capabilities, and integration support when comparing Umbrella and TrendMiner.

- **Ease of Use:** TrendMiner scores 8.8, Umbrella 8.2; TrendMiner has 15 all-time mentions for ease of use.
- **Alerting and Anomaly Detection:** Umbrella is frequently cited for its alerting system (2 all-time mentions) and anomaly detection (1 all-time mention); TrendMiner is noted for real-time monitoring (6 all-time mentions).
- **Cost Optimization:** Umbrella is highlighted for AI-powered cost optimization and cost-saving features (1 all-time mention each); TrendMiner does not have cost optimization as a top-cited theme.
- **Analysis Capabilities:** TrendMiner is cited for analysis capabilities (4 all-time mentions) and insights (6 all-time mentions); Umbrella is noted for data visualization (1 all-time mention).
- **Integration Support:** Umbrella is mentioned for Slack integration; TrendMiner is noted for integration with other tools in recent reviews.

### What are the pros and cons of Umbrella vs TrendMiner?

Umbrella's headline strength is AI-powered cost optimization, while TrendMiner excels in ease of use and intuitive analytics.

- **Umbrella strengths:** AI-powered cost optimization, real-time alerts, time-saving features, and helpful support (all-time mentions: cost optimization 1, alerting system 2, time-saving 3, helpful 2).
- **Umbrella trade-offs:** Reviewers cite limitations in access control (2 all-time mentions), complexity (2 all-time mentions), and a less intuitive interface (2 all-time mentions).
- **TrendMiner strengths:** Ease of use (15 all-time mentions), speed (7), insights (6), real-time monitoring (6), customer support (5), and intuitive analytics (5).
- **TrendMiner trade-offs:** Some reviewers mention complex usability (8 all-time mentions), difficult learning curve (4), and occasional complexity (3).

### Is Umbrella or TrendMiner better for small businesses?

Altair AI Studio is the top-ranked alternative with a Small-Business segment focus, but between Umbrella and TrendMiner, neither is primarily focused on small businesses; TrendMiner's Enterprise segment and reviewer sentiment suggest it is more commonly used in larger organizations.

- **Umbrella:** Largest segment is Mid-Market; reviewers highlight ease of use and cost-saving features, but some note pricing can be high for smaller organizations.
- **TrendMiner:** Largest segment is Enterprise; reviewers praise its intuitive analytics and support, but mention that pricing and complexity may be challenging for small businesses.

### Which Time Series Intelligence platform has better integrations?

Umbrella and TrendMiner are at parity for integrations, with each product mentioned for integration capabilities in recent reviews.

- **Umbrella:** Slack integration is mentioned in recent reviews.
- **TrendMiner:** Reviewers note integration with other tools and data sources, including data historian systems and SQL databases.

### How do Umbrella and TrendMiner compare on customer support?

TrendMiner and Umbrella are at parity on Quality of Support, with scores of 9.2 and 9.0 respectively, both above the materiality threshold.

- **Umbrella:** Reviewers describe support as helpful, responsive, and exceptional, with several citing positive experiences with the support team.
- **TrendMiner:** Reviewers consistently praise the support team for being capable, quick, and responsive, with many highlighting the value of the TrendMiner community and training resources.

### Which is easier to implement, Umbrella or TrendMiner?

Umbrella and TrendMiner are at parity on Ease of Setup, both scoring 8.4, with reviewers describing straightforward implementation experiences for both products.

- **Umbrella:** Reviewers note that setup is generally easy, with several citing a user-friendly onboarding process and quick integration with data sources.
- **TrendMiner:** Reviewers highlight simple administrator setup, rare need for troubleshooting, and efficient onboarding, though some mention a learning curve for advanced features.

### Which product has better Analysis?

TrendMiner is favored for Analysis, with higher reviewer-cited mention counts and a stronger focus on intuitive analytics.

- **Umbrella:** Data visualization is cited as a benefit (1 all-time mention), with reviewers noting its ability to provide actionable insights and dashboards.
- **TrendMiner:** Analysis capabilities (4 all-time mentions), insights (6), and intuitive analytics (5) are frequently highlighted, with reviewers praising its speed, ease of use, and advanced analytical features.

Alternatives

**TrendMiner Alternatives**

 ![Seeq](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_f1a14e039988af8140a301f88ccfc18a/seeq%282%29.png "Seeq")

[
Seeq
](/products/seeq/reviews)

 ![Rapidminer AI Studio](https://images.g2crowd.com/uploads/product/hd_favicon/501888c80a82c58e3c4f752bbd3902f5/rapidminer-studio.svg "Rapidminer AI Studio")

[
Rapidminer AI Studio
](/products/rapidminer-studio/reviews)

 ![Tableau](https://images.g2crowd.com/uploads/product/hd_favicon/335fbdd506ce66a7f19326fbc586410a/tableau-software-tableau.svg "Tableau")

[
Tableau
](/products/tableau/reviews)

 ![Datadog](https://images.g2crowd.com/uploads/product/hd_favicon/1498834114/datadog.svg "Datadog")

[
Datadog
](/products/datadog/reviews)

**Umbrella Alternatives**

 ![Datadog](https://images.g2crowd.com/uploads/product/hd_favicon/1498834114/datadog.svg "Datadog")

[
Datadog
](/products/datadog/reviews)

 ![Dynatrace](https://images.g2crowd.com/uploads/product/hd_favicon/1512659484/dynatrace.svg "Dynatrace")

[
Dynatrace
](/products/dynatrace/reviews)

 ![Looker](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_aeae116c52945fdecd7ed16d621cb315/looker.png "Looker")

[
Looker
](/products/looker/reviews)

 ![Splunk AppDynamics](https://images.g2crowd.com/uploads/product/hd_favicon/d1c3d4fa722ee737d472fb64763965fb/splunk-appdynamics.svg "Splunk AppDynamics")

[
Splunk AppDynamics
](/products/splunk-appdynamics/reviews)

## TrendMiner vs Umbrella

When assessing the two solutions, reviewers found TrendMiner easier to use. However, reviewers felt that Umbrella was easier to administer and do business with overall. Finally, reviewers felt that the products are equally easy to set up.

- Reviewers felt that Umbrella meets the needs of their business better than TrendMiner.
- When comparing quality of ongoing product support, reviewers felt that TrendMiner is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of TrendMiner over Umbrella.