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# Grafana Labs vs OpsPilot Comparison - What are their main differences?

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Grafana LabsOpsPilot[+ Add Product](#)

Reviews

**Grafana Labs** [

4.5/5(219)

](https://www.g2.com/products/grafana-labs/reviews#reviews)

**OpsPilot** [

4.8/5(181)

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

Pricing

**Grafana Labs**
Free Trial

No pricing available

**OpsPilot**
Free Trial

**Starting at $49.00** Per Month · Starter

**Pricing Insights**
from reviews

Time to Implement

**Grafana Labs**
2 months

Based on 11 responses

**OpsPilot**
1 monthFaster

Based on 7 responses

Return on Investment

**Grafana Labs**
10 months

Based on 11 responses

**OpsPilot**
9 months1 month sooner

Based on 7 responses

Perceived Cost

**Grafana Labs**
$$$$$

**OpsPilot**
$$$$$

Average Discount

**Grafana Labs**
7%

**OpsPilot**
13%6% more

Pros & Cons

**Grafana Labs**
[
Data Visualization (18)
](https://www.g2.com/products/grafana-labs/reviews?filters%5Bsentiment_snippet%5D=1653398&qs=pros-and-cons#reviews)[
Dashboard Usability (17)
](https://www.g2.com/products/grafana-labs/reviews?filters%5Bsentiment_snippet%5D=1651094&qs=pros-and-cons#reviews)[
Learning Curve (16)
](https://www.g2.com/products/grafana-labs/reviews?filters%5Bsentiment_snippet%5D=1653585&qs=pros-and-cons#reviews)[
Complex Setup (13)
](https://www.g2.com/products/grafana-labs/reviews?filters%5Bsentiment_snippet%5D=1653672&qs=pros-and-cons#reviews)

**OpsPilot**
[
Ease of Use (10)
](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1115332&qs=pros-and-cons#reviews)[
Insights (8)
](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1113320&qs=pros-and-cons#reviews)[
Learning Curve (4)
](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=1116669&qs=pros-and-cons#reviews)[
Difficult Configuration (3)
](https://www.g2.com/products/opspilot/reviews?filters%5Bsentiment_snippet%5D=2060382&qs=pros-and-cons#reviews)

Integrations

**Grafana Labs**
[

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

Amazon Aurora

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

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

Amazon CloudWatch

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

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_504423766e296a0eeef13491cb738385/aws-cloud-development-kit-aws-cdk.png "Product Avatar Image")

AWS Cloud Development Kit...

](https://www.g2.com/products/aws-cloud-development-kit-aws-cdk/reviews)[

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

AWS CloudTrail

](https://www.g2.com/products/aws-cloudtrail/reviews)[
View all
](https://www.g2.com/products/grafana-labs/integrations)

**OpsPilot**
[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_46417431563fe59eb25fdb9819dc0a95/xamarin.png "Product Avatar Image")

Xamarin

](https://www.g2.com/products/net-2023-06-12/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b516c0f4f311018fb53607a19f6a58a4/aws-and-cloud-services.jpg "Product Avatar Image")

AWS and Cloud Services

](https://www.g2.com/products/aws-and-cloud-services/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_9a79d61fd9bf19162220cb5f1e92d410/docker-inc-docker.png "Product Avatar Image")

Docker hub

](https://www.g2.com/products/docker-inc-docker/reviews)[

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_8ec3c17e3fb1df25b6a8bd7cc69cf2d1/github.png "Product Avatar Image")

GitHub

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

Screenshots

**Grafana Labs**
No screenshot available

**OpsPilot**
 ![OpsPilot 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/128030/Screenshot-2026-04-09-at-14.37.00-_1_.png)

Ratings

Meets Requirements

**Grafana Labs**

8.9

8.9171

**OpsPilot**

9.5

9.5145

Ease of Use

**Grafana Labs**

8.6

8.6175

**OpsPilot**

8.8

8.8149

Ease of Setup

**Grafana Labs**

8.4

8.4127

**OpsPilot**

9.0

9.0112

Ease of Admin

**Grafana Labs**

8.5

8.569

**OpsPilot**

9.0

9.0107

Quality of Support

**Grafana Labs**

8.4

8.4138

**OpsPilot**

9.7

9.7126

Has the product been a good partner in doing business?

**Grafana Labs**

8.2

8.259

**OpsPilot**

9.5

9.598

Product Direction (% positive)

**Grafana Labs**

9.1

9.1164

**OpsPilot**

9.3

9.3136

Features

Database Monitoring[Hide 63 FeaturesShow 63 Features](javascript:void(0);)

9.4

27

9.2

70

Functionality

Monitoring

9.7(won by 0.3)

22

9.4

66

Alerting

8.9(tied score)

22

8.9(tied score)

56

Logging

8.5

18

9.2(won by 0.7)

63

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Response Time

9.2

21

9.4(won by 0.2)

64

Reporting

8.8

19

9.1(won by 0.3)

59

Data Visualization

9.4(won by 0.5)

24

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.9

65

Performance Monitoring

10.0(won by default)

6

Not enough data

Real-Time Monitoring

10.0(won by default)

7

Not enough data

Real-Time Reporting

10.0(won by default)

5

Not enough data

Server Monitoring

Not enough data

Not enough data

Uptime Reporting

Not enough data

Not enough data

Transaction Monitoring

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Agentic AI - Database Monitoring

Autonomous Task Execution

9.0(won by default)

5

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

Capacity Planning

Not enough data

Not enough data

Additional Functionality

Resource Management

Not enough data

Not enough data

Anomaly Detection

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Remote Monitoring & Management

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Dashboard

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Configuration Management

Not enough data

Not enough data

API

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Capacity Management

Not enough data

Not enough data

Diagnostic Tools

Not enough data

Not enough data

Dependency Tracking

Not enough data

Not enough data

Troubleshooting

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Application Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Application-Level Analysis

Not enough data

Not enough data

Multitenancy

Not enough data

Not enough data

Query Analysis

Not enough data

Not enough data

Performance Management

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Historical Trend Analysis

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Summary Reports

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Event Logs

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

Automated Discovery

Not enough data

Not enough data

Prioritization

Not enough data

Not enough data

Issue Tracking

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Resource Optimization

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

Cloud Infrastructure Monitoring[Hide 20 FeaturesShow 20 Features](javascript:void(0);)

9.0

38

8.0

18

Monitoring

Usage Monitoring

9.3(won by 0.8)

28

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.5

17

Database Monitoring

9.0(won by 1.0)

27

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.0

17

API Monitoring

9.3(won by 1.9)

29

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.4

16

Real-Time Monitoring - Cloud Infrastructure Monitoring

9.4(won by 0.8)

31

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.6

16

Security and Compliance Monitoring

9.0(won by default)

12

Not enough data

Administration

Activity Monitoring

9.1(won by 0.7)

27

 (There is a greater than 0.5 difference between this product's rating and its competitors)

8.4

18

Multi-Cloud Management

8.3(won by 1.0)

24

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.3

14

Automation

8.2(won by 0.7)

23

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.5

16

Auto-Scaling & Resource Optimization

9.4(won by default)

9

Not enough data

Analysis

Reporting

8.3

22

8.5(won by 0.2)

18

Dashboards and Visualizations

9.5(won by 0.4)

34

9.1

18

Spend Forecasting and Optimization

7.6(won by 0.9)

21

 (There is a greater than 0.5 difference between this product's rating and its competitors)

6.7

15

Agentic AI - Cloud Infrastructure Monitoring

Multi-step Planning

9.7(won by default)

5

Not enough data

Cross-system Integration

10.0(won by default)

6

Not enough data

Adaptive Learning

9.0(won by default)

5

Not enough data

Proactive Assistance

8.7(won by default)

5

Not enough data

Decision Making

9.3(won by default)

5

Not enough data

Natural Language Interaction

Not enough data

Not enough data

AI Automation - Cloud Infrastructure Monitoring

AI-Powered Anomaly Detection

9.3(won by default)

5

Not enough data

AI-Driven Insight Recommendations

9.0(won by default)

5

Not enough data

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

9.0

35

8.9

61

Monitoring

Performance Baselines

8.9

20

9.3(won by 0.4)

46

Performance Analysis

9.1

21

9.3(won by 0.2)

54

Transaction Monitoring

9.0

21

9.5(won by 0.5)

53

 (There is a greater than 0.5 difference between this product's rating and its competitors)

AI/ML Assistance

8.2(won by 0.6)

20

 (There is a greater than 0.5 difference between this product's rating and its competitors)

7.6

35

Multi-System Monitoring

8.7

22

8.9(won by 0.2)

41

Generative AI

9.7(won by default)

6

Not enough data

Container Monitoring

Not enough data

Not enough data

Response

Dashboards and Visualization

9.3(won by 0.3)

26

9.0

54

Incident Alerting

8.9(won by 0.1)

22

8.8

47

Root Cause Analysis (RCA)

8.9

22

9.2(won by 0.3)

48

Trend Analysis

10.0(won by default)

5

Not enough data

Data Visualization

10.0(won by default)

8

Not enough data

Agentic AI - Application Performance Monitoring (APM)

Autonomous Task Execution

9.7(won by default)

5

Not enough data

Cross-system Integration

9.3(won by default)

5

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)

8.3

20

8.9(won by 0.6)

42

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Performance Metrics

8.9

21

9.2(won by 0.3)

50

Functionality

Database Monitoring

8.5

20

8.6(won by 0.1)

30

Dynamic Transaction Mapping

8.1

16

8.6(won by 0.5)

38

 (There is a greater than 0.5 difference between this product's rating and its competitors)

Load Balancing

8.2

16

8.3(won by 0.1)

29

Cloud Observability

8.8(tied score)

17

8.8(tied score)

33

Server Monitoring

10.0(won by default)

6

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

Incident Management[Hide 58 FeaturesShow 58 Features](javascript:void(0);)

8.8

16

Not enough data

Monitoring

Constant Monitoring

9.2(won by default)

12

Not enough data

Timely Alerts

9.4(won by default)

12

Not enough data

TIcket Accuracy

8.6(won by default)

11

Not enough data

AI Monitoring

8.3(won by default)

7

Not enough data

Mobile Alerts

Not enough data

Not enough data

Email Alerts

Not enough data

Not enough data

Real-Time Monitoring

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Management Tools

Ticket Assignment

8.6(won by default)

11

Not enough data

Standardization

8.0(won by default)

11

Not enough data

Lifecycle Visualization

8.6(won by default)

12

Not enough data

Generative AI

AI Text Generation

8.6(won by default)

7

Not enough data

AI Text Summarization

8.6(won by default)

7

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - Incident Management

Autonomous Task Execution

9.0(won by default)

5

Not enough data

Multi-step Planning

8.8(won by default)

7

Not enough data

Cross-system Integration

9.6(won by default)

8

Not enough data

Adaptive Learning

8.8(won by default)

7

Not enough data

Natural Language Interaction

8.8(won by default)

7

Not enough data

Proactive Assistance

8.8(won by default)

8

Not enough data

Decision Making

8.6(won by default)

6

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Additional Functionality

Alerts/Notifications

Not enough data

Not enough data

Forms Management

Not enough data

Not enough data

Safety Incident Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

OSHA Compliance

Not enough data

Not enough data

Task Management

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Disaster Recovery

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Multi-Channel Communication

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Corrective and Preventive Actions (CAPA)

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Issue Management

Not enough data

Not enough data

Communications Management

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

IT Incident Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Event Logs

Not enough data

Not enough data

Risk Analysis

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Risk Assessment

Not enough data

Not enough data

Incident Reporting

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Ticket Management

Not enough data

Not enough data

Service Level Agreement (SLA) Management

Not enough data

Not enough data

Reminders

Not enough data

Not enough data

On Call Scheduling

Not enough data

Not enough data

Investigation Management

Not enough data

Not enough data

Maintenance Scheduling

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

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

8.4

32

Not enough data

Visibility

Dashboards and Visualizations

9.5(won by default)

27

Not enough data

Alerts and Notifications

8.5(won by default)

25

Not enough data

Reporting

8.3(won by default)

19

Not enough data

Monitoring and Management

Automation

8.6(won by default)

19

Not enough data

Performance Baseline

8.3(won by default)

18

Not enough data

Real-Time Monitoring

9.2(won by default)

23

Not enough data

Agentic AI - Log Monitoring

Autonomous Task Execution

9.2(won by default)

6

Not enough data

Multi-step Planning

7.7(won by default)

5

Not enough data

Cross-system Integration

8.3(won by default)

5

Not enough data

Adaptive Learning

8.3(won by default)

6

Not enough data

Natural Language Interaction

7.8(won by default)

6

Not enough data

Proactive Assistance

7.3(won by default)

5

Not enough data

Decision Making

8.0(won by default)

5

Not enough data

Server Monitoring[Hide 86 FeaturesShow 86 Features](javascript:void(0);)

Not enough data

9.1

63

Visibility 

Activity Dashboard

Not enough data

9.2(won by default)

61

Real-Time Notifications

Not enough data

8.8(won by default)

54

Uptime Reporting

Not enough data

Feature Not Available

Customizable Dashboard

Not enough data

Not enough data

Web Traffic Reporting

Not enough data

Not enough data

Real-Time Reporting

Not enough data

Not enough data

Risk Alerts

Not enough data

Not enough data

Threshold Alerts

Not enough data

Not enough data

Email Alerts

Not enough data

Not enough data

Monitoring and Management

Capacity Management

Not enough data

9.3(won by default)

43

Bandwidth Monitoring

Not enough data

9.4(won by default)

59

Immediate Alert Notification

Not enough data

8.9(won by default)

31

Proactive Server Monitoring Software

Not enough data

8.9(won by default)

33

Automation

Not enough data

Feature Not Available

Performance Baseline

Not enough data

Feature Not Available

Generative AI

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

User Management

Not enough data

Not enough data

Audit Management

Not enough data

Not enough data

Issue Management

Not enough data

Not enough data

Service Level Agreement (SLA) Management

Not enough data

Not enough data

Configuration Management

Not enough data

Not enough data

Incident Management

Not enough data

Not enough data

Patch Management

Not enough data

Not enough data

Compliance Management

Not enough data

Not enough data

Remote Monitoring & Management

Not enough data

Not enough data

Inventory Management

Not enough data

Not enough data

Policy Management

Not enough data

Not enough data

CPU Monitoring

Not enough data

Not enough data

Network Monitoring

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Server Monitoring

Not enough data

Not enough data

Email Monitoring

Not enough data

Not enough data

Performance Monitoring

Not enough data

Not enough data

Asset Lifecycle Management

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Credential Management

Not enough data

Not enough data

Password Management

Not enough data

Not enough data

Virtual Machine Monitoring

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Database Monitoring

Not enough data

Not enough data

Cloud environment support

Server Monitoring For Cloud Deployments

Not enough data

9.0(won by default)

24

Software Scaling

Not enough data

9.1(won by default)

25

Agentic AI - Server Monitoring

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

Capacity Planning

Not enough data

Not enough data

Additional Functionality

Authentication

Not enough data

Not enough data

Secure Data Storage

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Automatic Backup

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Event Logs

Not enough data

Not enough data

Maintenance Scheduling

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Secure Login

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Dashboard Creation

Not enough data

Not enough data

SSL Security

Not enough data

Not enough data

HIPAA Compliant

Not enough data

Not enough data

Real-Time Updates

Not enough data

Not enough data

Scheduling

Not enough data

Not enough data

API

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

Data Migration

Not enough data

Not enough data

Self Service Portal

Not enough data

Not enough data

Disaster Recovery

Not enough data

Not enough data

Purchasing & Receiving

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Automated Scheduling

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Diagnostic Tools

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

Customizable Reports

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Visual Analytics

Not enough data

Not enough data

Event Tracking

Not enough data

Not enough data

Baseline Manager

Not enough data

Not enough data

Enterprise Monitoring[Hide 15 FeaturesShow 15 Features](javascript:void(0);)

Not enough data

8.8

18

Functionality

Diverse Systems Monitoring

Not enough data

8.3(won by default)

13

Real-Time Analytics

Not enough data

8.9(won by default)

17

Observability

Not enough data

9.7(won by default)

17

AI/ML Integration

Not enough data

6.9(won by default)

6

Management

Single Pane of Glass

Not enough data

9.5(won by default)

14

Dashboards and Visualization

Not enough data

9.3(won by default)

17

Performance Baselines

Not enough data

9.4(won by default)

15

Alerting

Not enough data

8.6(won by default)

15

Agentic AI - Enterprise Monitoring

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

Container Monitoring[Hide 16 FeaturesShow 16 Features](javascript:void(0);)

8.9

86

Not enough data

Alerts management

Multi-mode alerts

9.2(won by default)

34

Not enough data

Opimization alerts

9.0(won by default)

34

Not enough data

Incident alerts

9.1(won by default)

56

Not enough data

Monitoring

Resource utilization

8.8(won by default)

36

Not enough data

Real-time monitoring

9.2(won by default)

61

Not enough data

Performance baseline

8.6(won by default)

31

Not enough data

API monitoring

8.8(won by default)

34

Not enough data

Automation

Resolution automation

8.8(won by default)

28

Not enough data

Automation

9.0(won by default)

32

Not enough data

Analysis

Search

8.9(won by default)

41

Not enough data

Reporting

8.8(won by default)

35

Not enough data

Visualization

9.4(won by default)

73

Not enough data

Track trends

8.8(won by default)

33

Not enough data

Issue Resolution

Root cause identification

8.9(won by default)

45

Not enough data

Resolution guidance

8.6(won by default)

32

Not enough data

Proactive identification

8.8(won by default)

35

Not enough data

IT Alerting[Hide 8 FeaturesShow 8 Features](javascript:void(0);)

8.9

18

Not enough data

Generative AI

AI Text Generation

7.9(won by default)

13

Not enough data

Agentic AI - IT Alerting

Autonomous Task Execution

9.4(won by default)

8

Not enough data

Multi-step Planning

9.2(won by default)

8

Not enough data

Cross-system Integration

9.5(won by default)

7

Not enough data

Adaptive Learning

9.0(won by default)

8

Not enough data

Natural Language Interaction

8.6(won by default)

7

Not enough data

Proactive Assistance

8.6(won by default)

7

Not enough data

Decision Making

9.0(won by default)

8

Not enough data

Observability Software[Hide 49 FeaturesShow 49 Features](javascript:void(0);)

9.8

22

Not enough data

Telemetry Collection & Ingestion - Observability

Multi-Telemetry Ingestion

10.0(won by default)

9

Not enough data

OpenTelemetry Support

9.4(won by default)

6

Not enough data

Agentic AI - Observability Software

Multi-step Planning

10.0(won by default)

5

Not enough data

Cross-system Integration

10.0(won by default)

5

Not enough data

Adaptive Learning

9.7(won by default)

6

Not enough data

Natural Language Interaction

9.3(won by default)

5

Not enough data

Proactive Assistance

9.3(won by default)

5

Not enough data

Decision Making

9.3(won by default)

5

Not enough data

Autonomous Task Execution

Not enough data

Not enough data

AI/Machine Learning

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Visualization & Dashboards - Observability

Service Dependency Mapping

10.0(won by default)

6

Not enough data

Unified Dashboard

9.7(won by default)

15

Not enough data

Trace Visualization

9.8(won by default)

8

Not enough data

Activity Dashboard

10.0(won by default)

5

Not enough data

Correlation & Root Cause Analysis - Observability

Cross-Telemetry Correlation

10.0(won by default)

8

Not enough data

Root Cause Detection

10.0(won by default)

7

Not enough data

Intelligent Alerting

10.0(won by default)

7

Not enough data

Scalability & Ecosystem Integration - Observability

Kubernetes Monitoring

9.8(won by default)

7

Not enough data

Hybrid/Multi-Cloud Support

9.2(won by default)

6

Not enough data

Real-Time Monitoring

9.4(won by default)

6

Not enough data

Network Monitoring

9.8(won by default)

9

Not enough data

Activity Monitoring

10.0(won by default)

8

Not enough data

Container Monitoring

Not enough data

Not enough data

AI Features - Observability

Predictive Insights

9.7(won by default)

5

Not enough data

Generative AI

10.0(won by default)

5

Not enough data

AI Anomaly Detection

9.6(won by default)

8

Not enough data

Additional Functionality

Asset Discovery

9.7(won by default)

5

Not enough data

AI Copilot

10.0(won by default)

5

Not enough data

Real-Time Data

10.0(won by default)

5

Not enough data

Threat Intelligence

10.0(won by default)

5

Not enough data

Performance Metrics

9.7(won by default)

5

Not enough data

Alerts/Notifications

10.0(won by default)

5

Not enough data

Compliance Management

10.0(won by default)

5

Not enough data

Log Management

9.7(won by default)

6

Not enough data

Troubleshooting

10.0(won by default)

5

Not enough data

Root Cause Analysis

10.0(won by default)

6

Not enough data

Vulnerability Management

Not enough data

Not enough data

Load Balancing

Not enough data

Not enough data

Incident Reporting

Not enough data

Not enough data

Real-Time Analytics

Not enough data

Not enough data

Threat Response

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Configuration Management

Not enough data

Not enough data

Issue Tracking

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Incident Management

Not enough data

Not enough data

Prioritization

Not enough data

Not enough data

Key Performance Indicators

Not enough data

Not enough data

Show 7 feature categories with incomplete data

Artificial Intelligence[Hide 37 FeaturesShow 37 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Tagging

Not enough data

Not enough data

Natural Language Processing

Not enough data

Not enough data

Data Extraction

Not enough data

Not enough data

Multi-Language

Not enough data

Not enough data

Predictive Analytics

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Speech Recognition

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Storage Management

Not enough data

Not enough data

Virtual Personal Assistant (VPA)

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Customer Segmentation

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Data Import/Export

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

For eCommerce

Not enough data

Not enough data

Role-Based Permissions

Not enough data

Not enough data

Customizable Branding

Not enough data

Not enough data

Search/Filter

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Document Management

Not enough data

Not enough data

API

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Trend Analysis

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

Alerts/Escalation

Not enough data

Not enough data

Performance Metrics

Not enough data

Not enough data

Real-Time Data

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Mobile App

Not enough data

Not enough data

Multiple Data Sources

Not enough data

Not enough data

For Sales Teams/Organizations

Not enough data

Not enough data

Sentiment Analysis

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Chatbot

Not enough data

Not enough data

Workflow Automation

Not enough data

Not enough data

Emerging AI Software[Hide 3 FeaturesShow 3 Features](javascript:void(0);)

Not enough data

Not enough data

Additional Functionality

Specialized or Emerging Capabilities

Not enough data

Not enough data

Distinct AI Functionality

Not enough data

Not enough data

Niche Application

Not enough data

Not enough data

Bug Tracking[Hide 59 FeaturesShow 59 Features](javascript:void(0);)

Not enough data

Not enough data

Bug Reporting

User Reports & Feedback

Not enough data

Feature Not Available

Tester Reports & Feedback

Not enough data

Feature Not Available

Team Reports & Comments

Not enough data

Feature Not Available

Bug Monitoring

Analytics

Not enough data

Feature Not Available

Bug History

Not enough data

Feature Not Available

Data Retention

Not enough data

Feature Not Available

Agentic AI - Bug Tracking

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

Assignment Management

Not enough data

Not enough data

Prioritization

Not enough data

Not enough data

Additional Functionality

API

Not enough data

Not enough data

Audit Trail

Not enough data

Not enough data

Drag & Drop

Not enough data

Not enough data

Projections

Not enough data

Not enough data

Charting

Not enough data

Not enough data

Ticket Management

Not enough data

Not enough data

Monitoring

Not enough data

Not enough data

Status Tracking

Not enough data

Not enough data

Progress Tracking

Not enough data

Not enough data

Workflow Management

Not enough data

Not enough data

Project Time Tracking

Not enough data

Not enough data

Issue Tracking

Not enough data

Not enough data

Configurable Workflow

Not enough data

Not enough data

Collaboration Tools

Not enough data

Not enough data

Agile Methodologies

Not enough data

Not enough data

Customizable Fields

Not enough data

Not enough data

Backlog Management

Not enough data

Not enough data

Real-Time Updates

Not enough data

Not enough data

Single Sign On

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Task Scheduling

Not enough data

Not enough data

Activity Tracking

Not enough data

Not enough data

Activity Dashboard

Not enough data

Not enough data

Task Management

Not enough data

Not enough data

Project Management

Not enough data

Not enough data

Project Planning

Not enough data

Not enough data

Feedback Management

Not enough data

Not enough data

Code Repository Integration

Not enough data

Not enough data

Reporting & Statistics

Not enough data

Not enough data

Email Management

Not enough data

Not enough data

Knowledge Base Management

Not enough data

Not enough data

Multiple Projects

Not enough data

Not enough data

Tagging

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

File Management

Not enough data

Not enough data

Issue Management

Not enough data

Not enough data

Task Planning

Not enough data

Not enough data

Data Visualization

Not enough data

Not enough data

Bug/Issue Capture

Not enough data

Not enough data

Bug Tracking

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Commenting/Notes

Not enough data

Not enough data

@mentions

Not enough data

Not enough data

Third-Party Integrations

Not enough data

Not enough data

Customizable Templates

Not enough data

Not enough data

Task Progress Tracking

Not enough data

Not enough data

Real-Time Notifications

Not enough data

Not enough data

Access Controls/Permissions

Not enough data

Not enough data

AIOps Platforms[Hide 28 FeaturesShow 28 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Artificial Intelligence

Not enough data

Not enough data

Machine Learning

Not enough data

Not enough data

Systems Monitoring

Not enough data

Not enough data

IT Monitoring

Not enough data

Not enough data

Performance Monitoring

Not enough data

Not enough data

Issue Resolution

Root Cause Identification

Not enough data

Not enough data

Proactive Identification

Not enough data

Not enough data

Resolution Guidance

Not enough data

Not enough data

Management

System Integration

Not enough data

Not enough data

Alerting

Not enough data

Not enough data

Reporting

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

AI Text Summarization

Not enough data

Not enough data

Generative AI

Not enough data

Not enough data

Agentic AI - AIOps Platforms

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

Additional Functionality

Root Cause Analysis

Not enough data

Not enough data

AI Copilot

Not enough data

Not enough data

Application Security

Not enough data

Not enough data

Reporting/Analytics

Not enough data

Not enough data

Data Aggregation

Not enough data

Not enough data

Incident Management

Not enough data

Not enough data

Alerts/Notifications

Not enough data

Not enough data

Data Observability[Hide 15 FeaturesShow 15 Features](javascript:void(0);)

Not enough data

Not enough data

Functionality

Real-time Analytics

Not enough data

Not enough data

Data quality monitoring

Not enough data

Not enough data

Automation

Not enough data

Not enough data

End to End visiblity

Not enough data

Not enough data

Management

Anomaly identification

Not enough data

Not enough data

Single pane view

Not enough data

Not enough data

Real-time alerts

Not enough data

Not enough data

Data lineage

Not enough data

Not enough data

Integrations

Not enough data

Not enough data

Generative AI

AI Text Generation

Not enough data

Not enough data

Agentic AI - Data Observability

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

Natural Language Interaction

Not enough data

Not enough data

Proactive Assistance

Not enough data

Not enough data

Static Code Analysis[Hide 3 FeaturesShow 3 Features](javascript:void(0);)

Not enough data

Not enough data

Agentic AI - Static Code Analysis

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

AWS Marketplace[Hide 3 FeaturesShow 3 Features](javascript:void(0);)

Not enough data

Not enough data

Agentic AI - AWS Marketplace

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

User Insights

Reviewers' Company Size

[![Grafana Labs](https://images.g2crowd.com/uploads/product/hd_favicon/621e9ae5497ddf89f1c573118c40f7f5/grafana.svg "Grafana Labs")](https://www.g2.com/products/grafana-labs/reviews)

Grafana Labs

Small-Business(50 or fewer emp.)

28.2%

Mid-Market(51-1000 emp.)

45.9%

Enterprise(\> 1000 emp.)

25.8%

[![OpsPilot](https://images.g2crowd.com/uploads/product/hd_favicon/1eb90e29b6443ff736145e21c87e131d/opspilot%282%29.svg "OpsPilot")](https://www.g2.com/products/opspilot/reviews)

OpsPilot

Small-Business(50 or fewer emp.)

58.9%

Mid-Market(51-1000 emp.)

29.7%

Enterprise(\> 1000 emp.)

11.4%

Small-Business

(50 or fewer emp.)

28.2%

58.9%

Mid-Market

(51-1000 emp.)

45.9%

29.7%

Enterprise

(\> 1000 emp.)

25.8%

11.4%

Reviewers' Industry

[![Grafana Labs](https://images.g2crowd.com/uploads/product/hd_favicon/621e9ae5497ddf89f1c573118c40f7f5/grafana.svg "Grafana Labs")](https://www.g2.com/products/grafana-labs/reviews)
Grafana Labs

Information Technology and Services

26.5%

Computer Software

22.5%

Financial Services

5.5%

Telecommunications

3.5%

Computer & Network Security

3.0%

Other

39.0%

[![OpsPilot](https://images.g2crowd.com/uploads/product/hd_favicon/1eb90e29b6443ff736145e21c87e131d/opspilot%282%29.svg "OpsPilot")](https://www.g2.com/products/opspilot/reviews)
OpsPilot

Information Technology and Services

16.0%

Computer Software

10.9%

Internet

6.9%

Financial Services

5.7%

Marketing and Advertising

4.0%

Other

56.6%

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