# New Relic, Splunk Enterprise, Coralogix vs Sumo Logic Comparison

| | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.3 out of 5 | 4.6 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 586 | 434 | 343 | 404 | 
| **Largest Market Segment** | Mid-Market (42.7% of reviews) | Enterprise (63.7% of reviews) | Mid-Market (53.3% of reviews) | Mid-Market (47.5% of reviews) | 
| **Entry Level Price** | $0.00 | No pricing available | $1.50 Per Month | No pricing available | 

---
## Top Pros & Cons

### New Relic

Pros:
- Ease of Use (150 reviews)
- Real-time Monitoring (137 reviews)

Cons:
- Expensive (83 reviews)
- Pricing Issues (68 reviews)

### Splunk Enterprise

Pros:
- Innovation (13 reviews)
- Customization (12 reviews)

Cons:
- Expensive (8 reviews)
- Learning Curve (8 reviews)

### Coralogix

Pros:
- Ease of Use (82 reviews)
- Log Management (70 reviews)

Cons:
- Learning Curve (25 reviews)
- Missing Features (25 reviews)

### Sumo Logic

Pros:
- Ease of Use (54 reviews)
- Log Management (44 reviews)

Cons:
- Expensive (18 reviews)
- Difficult Learning (16 reviews)

---
## Ratings Comparison
| Rating | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
  | **Meets Requirements** | 8.9 (501 reviews) | 8.9 (344 reviews) | 8.8 (306 reviews) | 8.8 (352 reviews) | 
  | **Ease of Use** | 8.4 (507 reviews) | 8.1 (349 reviews) | 8.8 (307 reviews) | 8.2 (358 reviews) | 
  | **Ease of Setup** | 8.7 (289 reviews) | 7.9 (151 reviews) | 8.7 (242 reviews) | 8.1 (190 reviews) | 
  | **Ease of Admin** | 8.5 (199 reviews) | 8.1 (127 reviews) | 8.8 (156 reviews) | 8.4 (115 reviews) | 
  | **Quality of Support** | 8.6 (441 reviews) | 8.4 (286 reviews) | 9.4 (298 reviews) | 8.5 (298 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (191 reviews) | 8.7 (127 reviews) | 9.4 (155 reviews) | 8.7 (112 reviews) | 
  | **Product Direction (% positive)** | 8.6 (500 reviews) | 7.8 (334 reviews) | 9.3 (300 reviews) | 8.9 (346 reviews) | 

---
## Pricing

### New Relic

#### Entry-Level Pricing

Plan: Free (Forever)

Price: $0.00

Description: Start using New Relic with all the features you need for free forever.

Key Features:
- 1 free full user 
- Unlimited free basic users 
- Unlimited hosts and CPUs

[Browse all 4 editions](https://www.g2.com/products/new-relic/pricing)

#### Free Trial

Yes

### Splunk Enterprise

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Coralogix

#### Entry-Level Pricing

Plan: Unit Pricing

Price: $1.50 Per Month

Description: For each unit, you can ingest a different volume of each data type. Allocation of quota is completely dynamic and can be optimized on-the-fly with Coralogix's TCO Optimizer feature.

Key Features:
- 1.3GB Frequent Search Logs ($1.15 per GB)
- 3GB Monitoring Logs ($0.50 per GB)
- 8.5GB Compliance Logs ($0.17 per GB)

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

#### Free Trial

Yes

### Sumo Logic

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | 9.4/10 | 12 |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Reports

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Steps to Answer** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Graphs and Charts** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Score Cards** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Data Preparation

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Connectors** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Data Modeling and Blending

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Data Querying** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Filtering** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Self Service 

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Concurrent User Support** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Notebook and Script Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Queries** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Building Reports

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | 9.7 (5 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | 9.7 (5 reviews) | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | 9.0 (5 reviews) | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | 9.3 (5 reviews) | Not enough data | Not enough data | 

### Digital Experience Monitoring (DEM)

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | 9.2/10 | 23 |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Experience

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Real-Time Monitoring** | 9.6 (23 reviews) | Not enough data | Not enough data | Not enough data | 
| **Session Replay** | 9.0 (20 reviews) | Not enough data | Not enough data | Not enough data | 
| **Behavioral Analysis** | 9.1 (22 reviews) | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Digital Experience Monitoring (DEM)

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 9.2 (8 reviews) | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | 9.3 (9 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 9.3 (9 reviews) | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | 9.2 (8 reviews) | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | 9.0 (8 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 8.8 (8 reviews) | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | 8.9 (9 reviews) | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Content Management** | 8.9 (19 reviews) | Not enough data | Not enough data | Not enough data | 
| **Alerts** | 9.1 (22 reviews) | Not enough data | Not enough data | Not enough data | 
| **Budget Analysis** | 8.3 (19 reviews) | Not enough data | Not enough data | Not enough data | 

#### Performance

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Uptime Monitoring** | 9.6 (21 reviews) | Not enough data | Not enough data | Not enough data | 
| **Performance Monitoring** | 9.6 (23 reviews) | Not enough data | Not enough data | Not enough data | 
| **Issue Tracking** | 9.5 (23 reviews) | Not enough data | Not enough data | Not enough data | 
| **Resource Monitoring** | 9.6 (20 reviews) | Not enough data | Not enough data | Not enough data | 

### Customer Data Platform (CDP)

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Data Sourcing

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Data Enrichment** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Expandability** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Content Marketing** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multiple Devices** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Intelligence

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Marketing Metrics** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Predictive Modeling** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Network Monitoring

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | 8.1/10 | 30 |
| **Sumo Logic** | N/A | N/A |

#### Functionality

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Performance Monitoring** | Not enough data | Not enough data | 8.6 (27 reviews) | Not enough data | 
| **Alerting** | Not enough data | Not enough data | 8.4 (28 reviews) | Not enough data | 
| **Improvement Suggestions** | Not enough data | Not enough data | Feature Not Available | Not enough data | 
| **Multi-Network Capability** | Not enough data | Not enough data | 7.9 (23 reviews) | Not enough data | 

#### Monitoring - Network Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **360-Degree Network Visibility** | Not enough data | Not enough data | 7.9 (8 reviews) | Not enough data | 
| **Automated Network Discovery** | Not enough data | Not enough data | 7.7 (8 reviews) | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 8.3 (8 reviews) | Not enough data | 

#### Management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Performance Baseline** | Not enough data | Not enough data | 8.3 (25 reviews) | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 8.4 (27 reviews) | Not enough data | 
| **Path Analysis** | Not enough data | Not enough data | 8.1 (24 reviews) | Not enough data | 

#### Analytics - Network Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Predictive Performance Analytics** | Not enough data | Not enough data | 7.7 (8 reviews) | Not enough data | 
| **Packet & Flow Analysis** | Not enough data | Not enough data | 7.9 (8 reviews) | Not enough data | 

#### Security - Network Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Encrypted Data Transmission** | Not enough data | Not enough data | 7.7 (8 reviews) | Not enough data | 
| **Zero Trust and Identity Management** | Not enough data | Not enough data | 8.1 (8 reviews) | Not enough data | 
| **Integrated Network Security** | Not enough data | Not enough data | 7.5 (8 reviews) | Not enough data | 

#### Network Performance - Network Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Dynamic Network Optimization** | Not enough data | Not enough data | 8.1 (8 reviews) | Not enough data | 
| **Automated Tasks Routing** | Not enough data | Not enough data | 7.9 (8 reviews) | Not enough data | 

#### AI Automation - Network Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Machine Learning-Based Anomaly Detection** | Not enough data | Not enough data | 8.1 (8 reviews) | Not enough data | 
| **Self-Healing Networks** | Not enough data | Not enough data | 7.7 (8 reviews) | Not enough data | 
| **Predictive Network Maintenance** | Not enough data | Not enough data | 7.9 (8 reviews) | Not enough data | 

#### Agentic AI - Network Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Cloud Infrastructure Monitoring

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | 8.5/10 | 99 |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | 8.3/10 | 124 |
| **Sumo Logic** | 8.7/10 | 46 |

#### Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Usage Monitoring** | 8.9 (89 reviews) | Not enough data | 9.1 (117 reviews) | 8.9 (38 reviews) | 
| **Database Monitoring** | 8.7 (91 reviews) | Not enough data | 7.9 (107 reviews) | 8.7 (35 reviews) | 
| **API Monitoring** | 8.9 (86 reviews) | Not enough data | 8.8 (111 reviews) | 8.8 (37 reviews) | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | 9.0 (89 reviews) | Not enough data | 8.8 (116 reviews) | 8.8 (38 reviews) | 
| **Security and Compliance Monitoring** | 8.8 (21 reviews) | Not enough data | 7.0 (5 reviews) | Not enough data | 

#### Administration

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Activity Monitoring** | 8.6 (85 reviews) | Not enough data | Feature Not Available | 8.4 (38 reviews) | 
| **Multi-Cloud Management** | 8.5 (81 reviews) | Not enough data | Feature Not Available | 8.3 (34 reviews) | 
| **Automation** | 8.5 (77 reviews) | Not enough data | Feature Not Available | 8.3 (35 reviews) | 
| **Auto-Scaling & Resource Optimization** | 8.8 (20 reviews) | Not enough data | 7.3 (5 reviews) | Not enough data | 

#### Analysis

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Reporting** | 8.8 (87 reviews) | Not enough data | 8.6 (110 reviews) | 8.8 (38 reviews) | 
| **Dashboards and Visualizations** | 9.3 (90 reviews) | Not enough data | 8.7 (116 reviews) | 9.0 (40 reviews) | 
| **Spend Forecasting and Optimization** | 7.9 (78 reviews) | Not enough data | Feature Not Available | 8.6 (33 reviews) | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Multi-step Planning** | 8.2 (18 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.2 (18 reviews) | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.9 (18 reviews) | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.9 (18 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 8.1 (18 reviews) | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | 8.1 (18 reviews) | Not enough data | Not enough data | Not enough data | 

#### AI Automation - Cloud Infrastructure Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **AI-Powered Anomaly Detection** | 8.1 (17 reviews) | Not enough data | Not enough data | Not enough data | 
| **AI-Driven Insight Recommendations** | 8.0 (17 reviews) | Not enough data | Not enough data | Not enough data | 

### Network Traffic Analysis (NTA)

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | 8.4/10 | 11 |
| **Sumo Logic** | N/A | N/A |

#### Automation

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Metadata Management** | Not enough data | Not enough data | 8.0 (10 reviews) | Not enough data | 
| **Artificial Intelligence & Machine Learning** | Not enough data | Not enough data | 7.3 (10 reviews) | Not enough data | 
| **Response Automation** | Not enough data | Not enough data | 7.8 (10 reviews) | Not enough data | 
| **Continuous Analysis** | Not enough data | Not enough data | 8.9 (11 reviews) | Not enough data | 

#### Functionality

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Multi-Network Capability** | Not enough data | Not enough data | 8.0 (9 reviews) | Not enough data | 
| **Anomaly Detection** | Not enough data | Not enough data | 8.7 (10 reviews) | Not enough data | 
| **Network Visibility** | Not enough data | Not enough data | 8.5 (10 reviews) | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 8.3 (10 reviews) | Not enough data | 

#### Incident Management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Incident Logs** | Not enough data | Not enough data | 9.1 (11 reviews) | Not enough data | 
| **Incident Alerts** | Not enough data | Not enough data | 9.1 (11 reviews) | Not enough data | 
| **Incident Reporting** | Not enough data | Not enough data | 8.8 (10 reviews) | Not enough data | 

### Incident Management

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | 8.5/10 | 75 |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Constant Monitoring** | 9.5 (73 reviews) | Not enough data | Not enough data | Not enough data | 
| **Timely Alerts** | 9.4 (72 reviews) | Not enough data | Not enough data | Not enough data | 
| **TIcket Accuracy** | 9.1 (59 reviews) | Not enough data | Not enough data | Not enough data | 
| **AI Monitoring** | 7.9 (18 reviews) | Not enough data | Not enough data | Not enough data | 

#### Management Tools

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Ticket Assignment** | 8.7 (56 reviews) | Not enough data | Not enough data | Not enough data | 
| **Standardization** | 9.2 (62 reviews) | Not enough data | Not enough data | Not enough data | 
| **Lifecycle Visualization** | 8.9 (61 reviews) | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **AI Text Generation** | 7.9 (29 reviews) | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | 8.0 (30 reviews) | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Incident Management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 8.4 (16 reviews) | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | 8.2 (16 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.2 (16 reviews) | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | 8.3 (16 reviews) | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | 8.0 (16 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 8.5 (16 reviews) | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | 8.4 (16 reviews) | Not enough data | Not enough data | Not enough data | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | 9.6/10 | 15 |
| **Splunk Enterprise** | 7.3/10 | 13 |
| **Coralogix** | 8.0/10 | 11 |
| **Sumo Logic** | N/A | N/A |

#### Functionality

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Artificial Intelligence** | 9.8 (11 reviews) | 7.0 (9 reviews) | 6.7 (9 reviews) | Not enough data | 
| **Machine Learning** | 10.0 (10 reviews) | 6.5 (9 reviews) | 6.9 (9 reviews) | Not enough data | 
| **Systems Monitoring** | 9.8 (14 reviews) | 7.9 (12 reviews) | 8.7 (9 reviews) | Not enough data | 

#### Issue Resolution

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Root Cause Identification** | 9.3 (14 reviews) | 7.1 (11 reviews) | 8.0 (10 reviews) | Not enough data | 
| **Proactive Identification** | 9.5 (14 reviews) | 6.8 (10 reviews) | 7.8 (10 reviews) | Not enough data | 
| **Resolution Guidance** | 9.6 (12 reviews) | 6.8 (10 reviews) | 7.2 (10 reviews) | Not enough data | 

#### Management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **System Integration** | 9.6 (15 reviews) | 7.7 (10 reviews) | 8.2 (10 reviews) | Not enough data | 
| **Alerting** | 9.7 (15 reviews) | 8.2 (12 reviews) | 8.3 (10 reviews) | Not enough data | 
| **Reporting** | 9.4 (15 reviews) | 7.9 (12 reviews) | 8.8 (10 reviews) | Not enough data | 

#### Generative AI

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 6.7 (5 reviews) | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 6.3 (5 reviews) | Not enough data | 

#### Agentic AI - AIOps Platforms

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Hardware Monitoring

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | 8.9/10 | 23 |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Visibility

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Dashboards and Visualizations** | Not enough data | 9.3 (19 reviews) | Not enough data | Not enough data | 
| **Alerts and Notifications** | Not enough data | 8.9 (20 reviews) | Not enough data | Not enough data | 
| **Reporting** | Not enough data | 9.2 (20 reviews) | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Multi-Device Management** | Not enough data | 8.9 (17 reviews) | Not enough data | Not enough data | 
| **Automation** | Not enough data | 8.7 (15 reviews) | Not enough data | Not enough data | 
| **Performance Baseline** | Not enough data | 8.4 (19 reviews) | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | 9.1 (20 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Hardware Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | 8.7/10 | 106 |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | 7.1/10 | 70 |

#### Visibility

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Dashboards and Visualizations** | 9.2 (100 reviews) | Not enough data | Not enough data | 8.3 (63 reviews) | 
| **Alerts and Notifications** | 9.2 (102 reviews) | Not enough data | Not enough data | 8.2 (62 reviews) | 
| **Reporting** | 9.0 (99 reviews) | Not enough data | Not enough data | 8.3 (61 reviews) | 

#### Monitoring and Management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Automation** | 8.8 (94 reviews) | Not enough data | Not enough data | 7.4 (60 reviews) | 
| **Performance Baseline** | 9.0 (98 reviews) | Not enough data | Not enough data | 7.7 (59 reviews) | 
| **Real-Time Monitoring** | 9.2 (101 reviews) | Not enough data | Not enough data | 8.3 (62 reviews) | 

#### Agentic AI - Log Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 8.4 (33 reviews) | Not enough data | Not enough data | 5.7 (7 reviews) | 
| **Multi-step Planning** | 8.3 (34 reviews) | Not enough data | Not enough data | 6.1 (6 reviews) | 
| **Cross-system Integration** | 8.3 (33 reviews) | Not enough data | Not enough data | 6.7 (7 reviews) | 
| **Adaptive Learning** | 8.4 (33 reviews) | Not enough data | Not enough data | 6.3 (5 reviews) | 
| **Natural Language Interaction** | 8.2 (33 reviews) | Not enough data | Not enough data | 5.3 (5 reviews) | 
| **Proactive Assistance** | 8.4 (33 reviews) | Not enough data | Not enough data | 6.7 (6 reviews) | 
| **Decision Making** | 8.3 (34 reviews) | Not enough data | Not enough data | 7.1 (7 reviews) | 

### Server Monitoring

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | 8.7/10 | 99 |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Visibility 

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Dashboards and Visualizations** | 9.2 (95 reviews) | Not enough data | Not enough data | Not enough data | 
| **Alerts and Notifications** | 9.2 (92 reviews) | Not enough data | Not enough data | Not enough data | 
| **Reporting** | 9.0 (91 reviews) | Not enough data | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Multi-Server Management** | 8.8 (87 reviews) | Not enough data | Not enough data | Not enough data | 
| **Automation** | 8.4 (85 reviews) | Not enough data | Not enough data | Not enough data | 
| **Performance Baseline** | 8.7 (88 reviews) | Not enough data | Not enough data | Not enough data | 
| **Real-Time Monitoring** | 8.9 (91 reviews) | Not enough data | Not enough data | Not enough data | 
| **Immediate Alert Notification** | 8.9 (89 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Server Monitoring Software** | 8.9 (87 reviews) | Not enough data | Not enough data | Not enough data | 

#### Cloud environment support

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Server Monitoring For Cloud Deployments** | 8.9 (77 reviews) | Not enough data | Not enough data | Not enough data | 
| **Software Scaling** | 8.4 (73 reviews) | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Server Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 8.4 (17 reviews) | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | 8.4 (17 reviews) | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.3 (17 reviews) | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | 8.4 (17 reviews) | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | 8.4 (19 reviews) | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | 8.6 (18 reviews) | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | 8.6 (17 reviews) | Not enough data | Not enough data | Not enough data | 

### Enterprise Monitoring

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | 8.8/10 | 83 |
| **Coralogix** | 8.1/10 | 31 |
| **Sumo Logic** | N/A | N/A |

#### Functionality

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Diverse Systems Monitoring** | Not enough data | 8.9 (65 reviews) | 8.1 (26 reviews) | Not enough data | 
| **Real-Time Analytics** | Not enough data | 8.8 (68 reviews) | 8.4 (28 reviews) | Not enough data | 
| **Observability** | Not enough data | 9.1 (71 reviews) | 9.0 (29 reviews) | Not enough data | 
| **AI/ML Integration** | Not enough data | 7.8 (55 reviews) | 6.4 (22 reviews) | Not enough data | 

#### Management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Single Pane of Glass** | Not enough data | 8.4 (59 reviews) | 7.7 (25 reviews) | Not enough data | 
| **Dashboards and Visualization** | Not enough data | 9.0 (68 reviews) | 8.5 (26 reviews) | Not enough data | 
| **Performance Baselines** | Not enough data | 8.5 (61 reviews) | 7.9 (24 reviews) | Not enough data | 
| **Alerting** | Not enough data | 9.0 (62 reviews) | 8.5 (26 reviews) | Not enough data | 

#### Agentic AI - Enterprise Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | 9.5 (7 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Cloud Security Monitoring and Analytics

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | 8.7/10 | 36 |
| **Sumo Logic** | 8.7/10 | 27 |

#### Activity Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Usage Monitoring** | Not enough data | Not enough data | 9.0 (32 reviews) | 8.8 (23 reviews) | 
| **Database Monitoring** | Not enough data | Not enough data | 8.3 (31 reviews) | 8.5 (19 reviews) | 
| **API Monitoring** | Not enough data | Not enough data | 8.9 (31 reviews) | 9.0 (21 reviews) | 
| **Activity Monitoring** | Not enough data | Not enough data | 8.9 (31 reviews) | 8.8 (19 reviews) | 

#### Security

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Compliance Monitoring** | Not enough data | Not enough data | 8.9 (31 reviews) | 8.3 (20 reviews) | 
| **Risk Analysis** | Not enough data | Not enough data | 8.3 (30 reviews) | 8.8 (20 reviews) | 
| **Reporting** | Not enough data | Not enough data | 8.8 (30 reviews) | 8.3 (20 reviews) | 

#### Administration

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Security Automation** | Not enough data | Not enough data | 8.4 (31 reviews) | 8.8 (18 reviews) | 
| **Security Integration** | Not enough data | Not enough data | 8.8 (31 reviews) | 8.6 (19 reviews) | 
| **Multicloud Visibility** | Not enough data | Not enough data | 8.9 (30 reviews) | 8.8 (16 reviews) | 

#### Agentic AI - Cloud Security Monitoring and Analytics

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### ServiceNow Store Apps

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | 9.0/10 | 8 |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### ServiceNow Apps

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **ServiceNow Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Value** | Not enough data | 9.0 (5 reviews) | Not enough data | Not enough data | 

#### Agentic AI - ServiceNow Store Apps

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Log Analysis

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | 8.9/10 | 82 |
| **Splunk Enterprise** | 8.6/10 | 76 |
| **Coralogix** | 8.1/10 | 199 |
| **Sumo Logic** | 7.3/10 | 63 |

#### Data Preparation

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Data Sources** | 9.1 (67 reviews) | 9.0 (67 reviews) ✓ Verified | 8.7 (177 reviews) ✓ Verified | 8.2 (56 reviews) ✓ Verified | 
| **Indexing** | 9.0 (62 reviews) | 8.8 (66 reviews) ✓ Verified | 8.6 (170 reviews) ✓ Verified | 8.0 (49 reviews) ✓ Verified | 
| **Automated Tagging** | 8.5 (62 reviews) | 8.0 (61 reviews) ✓ Verified | 8.3 (160 reviews) ✓ Verified | 7.6 (50 reviews) ✓ Verified | 
| **Data Blending** | 8.6 (60 reviews) | 8.3 (61 reviews) ✓ Verified | 8.2 (145 reviews) ✓ Verified | 7.9 (47 reviews) ✓ Verified | 

#### Analysis

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Track Trends** | 9.1 (62 reviews) | 8.3 (60 reviews) ✓ Verified | 8.2 (149 reviews) ✓ Verified | 8.1 (49 reviews) ✓ Verified | 
| **Detect Anomalies** | 9.1 (64 reviews) | 8.3 (62 reviews) ✓ Verified | 8.3 (157 reviews) ✓ Verified | 7.7 (51 reviews) ✓ Verified | 
| **Metric and Event Data** | 9.1 (68 reviews) | 8.8 (62 reviews) ✓ Verified | 8.7 (167 reviews) ✓ Verified | 8.3 (50 reviews) ✓ Verified | 
| **Search** | 9.0 (68 reviews) | 8.7 (67 reviews) ✓ Verified | 8.7 (172 reviews) ✓ Verified | 8.5 (55 reviews) ✓ Verified | 
| **Alerts** | 9.3 (69 reviews) | 8.8 (63 reviews) ✓ Verified | 8.7 (182 reviews) ✓ Verified | 8.1 (55 reviews) ✓ Verified | 
| **Live Tail** | 8.9 (63 reviews) | 8.2 (53 reviews) ✓ Verified | 8.6 (167 reviews) ✓ Verified | 8.1 (49 reviews) ✓ Verified | 

#### Visualization

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Dashboards** | 9.5 (72 reviews) | 8.8 (68 reviews) ✓ Verified | 8.6 (177 reviews) ✓ Verified | 8.1 (53 reviews) ✓ Verified | 
| **Data Discovery** | 9.1 (65 reviews) | 8.7 (64 reviews) ✓ Verified | 8.4 (157 reviews) ✓ Verified | 8.1 (53 reviews) ✓ Verified | 

#### Agentic AI - Log Analysis

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 8.7 (23 reviews) | Not enough data | 7.4 (12 reviews) | 6.0 (8 reviews) | 
| **Multi-step Planning** | 8.6 (23 reviews) | Not enough data | 7.3 (11 reviews) | 6.4 (7 reviews) | 
| **Cross-system Integration** | 8.6 (23 reviews) | Not enough data | 7.8 (13 reviews) | 6.7 (8 reviews) | 
| **Adaptive Learning** | 8.6 (23 reviews) | Not enough data | 7.4 (11 reviews) | 6.5 (8 reviews) | 
| **Natural Language Interaction** | 8.6 (23 reviews) | Not enough data | 7.2 (12 reviews) | 5.7 (9 reviews) | 
| **Proactive Assistance** | 8.8 (23 reviews) | Not enough data | 7.4 (11 reviews) | 5.2 (7 reviews) | 
| **Decision Making** | 8.7 (23 reviews) | Not enough data | 7.3 (11 reviews) | 5.0 (7 reviews) | 

### AI Agents For Business Operations

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Responses

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Personalization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Route To Human** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Understanding (NLU)** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Automation - AI Agents

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Sales Follow-Up** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Customer Interaction Automation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Lead Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Document Processing** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Feedback Collection** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Conversation Editor** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Human-In-The-Loop** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Autonomy -  AI Agents

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Independent Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Responses** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Problem Solving** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | 8.6/10 | 190 |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | 8.1/10 | 124 |
| **Sumo Logic** | 8.1/10 | 51 |

#### Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Performance Baselines** | 8.9 (162 reviews) | Not enough data | 8.8 (109 reviews) | 8.1 (36 reviews) | 
| **Performance Analysis** | 9.0 (171 reviews) | Not enough data | 8.5 (110 reviews) | 8.4 (37 reviews) | 
| **Performance Monitoring** | 9.2 (173 reviews) | Not enough data | 8.6 (116 reviews) | 8.4 (38 reviews) | 
| **AI/ML Assistance** | 7.7 (136 reviews) | Not enough data | 7.5 (104 reviews) | 7.6 (35 reviews) | 
| **Multi-System Monitoring** | 8.9 (157 reviews) | Not enough data | 8.6 (109 reviews) | 8.2 (35 reviews) | 

#### Response

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Dashboards and Visualization** | 9.0 (174 reviews) | Not enough data | 8.7 (113 reviews) | 8.3 (37 reviews) | 
| **Incident Alerting** | 8.9 (165 reviews) | Not enough data | 8.8 (110 reviews) | 8.7 (39 reviews) | 
| **Root Cause Analysis (RCA)** | 8.6 (158 reviews) | Not enough data | 8.4 (112 reviews) | 8.3 (38 reviews) | 

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

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 8.4 (52 reviews) | Not enough data | 6.0 (7 reviews) | 7.2 (12 reviews) | 
| **Cross-system Integration** | 8.6 (54 reviews) | Not enough data | 7.1 (8 reviews) | 7.8 (12 reviews) | 
| **Adaptive Learning** | 8.5 (53 reviews) | Not enough data | 6.4 (7 reviews) | 6.7 (9 reviews) | 
| **Proactive Assistance** | 8.4 (51 reviews) | Not enough data | 6.4 (7 reviews) | 7.6 (14 reviews) | 
| **Decision Making** | 8.2 (51 reviews) | Not enough data | 6.7 (7 reviews) | 7.2 (12 reviews) | 

#### Performance

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Real User Monitoring (RUM)** | 8.6 (153 reviews) | Not enough data | Feature Not Available | 8.3 (41 reviews) | 
| **Second by Second Metrics** | 8.5 (142 reviews) | Not enough data | 8.5 (104 reviews) | 8.4 (38 reviews) | 

#### Functionality

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Synthetic Monitoring** | 8.8 (149 reviews) | Not enough data | Feature Not Available | 7.9 (36 reviews) | 
| **Dynamic Transaction Mapping** | 8.5 (143 reviews) | Not enough data | Feature Not Available | 7.9 (36 reviews) | 
| **Load Balancing** | 8.2 (138 reviews) | Not enough data | Feature Not Available | 8.1 (36 reviews) | 
| **Cloud Observability** | 8.8 (152 reviews) | Not enough data | 8.6 (108 reviews) | 8.5 (36 reviews) | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | 8.6/10 | 37 |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | 8.5/10 | 67 |
| **Sumo Logic** | 7.2/10 | 15 |

#### Alerts management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Multi-mode alerts** | 8.4 (34 reviews) | Not enough data | 8.7 (52 reviews) | 7.0 (11 reviews) | 
| **Opimization alerts** | 8.3 (35 reviews) | Not enough data | 8.5 (54 reviews) | 7.5 (12 reviews) | 
| **Incident alerts** | 9.0 (36 reviews) | Not enough data | 8.9 (58 reviews) | 7.1 (13 reviews) | 

#### Monitoring

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Resource utilization** | 8.6 (36 reviews) | Not enough data | 8.5 (59 reviews) | 7.0 (11 reviews) | 
| **Real-time monitoring** | 9.4 (36 reviews) | Not enough data | 8.8 (62 reviews) | 7.3 (10 reviews) | 
| **Performance baseline** | 8.7 (36 reviews) | Not enough data | 8.5 (52 reviews) | 7.7 (11 reviews) | 
| **API monitoring** | 9.1 (36 reviews) | Not enough data | 8.7 (57 reviews) | 8.2 (12 reviews) | 

#### Automation

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Resolution automation** | 8.1 (35 reviews) | Not enough data | 8.0 (50 reviews) | 7.3 (10 reviews) | 
| **Automation** | 8.4 (36 reviews) | Not enough data | 8.0 (50 reviews) | 7.4 (12 reviews) | 

#### Analysis

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Search** | 8.5 (35 reviews) | Not enough data | 8.8 (62 reviews) | 7.9 (14 reviews) | 
| **Reporting** | 8.6 (36 reviews) | Not enough data | 8.7 (55 reviews) | 6.5 (11 reviews) | 
| **Visualization** | 9.0 (36 reviews) | Not enough data | 8.9 (60 reviews) | 7.1 (12 reviews) | 
| **Track trends** | 8.4 (35 reviews) | Not enough data | 8.4 (53 reviews) | 7.1 (12 reviews) | 

#### Issue Resolution

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Root cause identification** | 8.3 (36 reviews) | Not enough data | 8.4 (56 reviews) | 7.0 (11 reviews) | 
| **Resolution guidance** | 8.2 (36 reviews) | Not enough data | 7.8 (53 reviews) | 7.0 (11 reviews) | 
| **Proactive identification** | 8.8 (36 reviews) | Not enough data | 8.5 (54 reviews) | 6.8 (13 reviews) | 

### IT Alerting

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | 7.9/10 | 37 |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | 6.6/10 | 24 |
| **Sumo Logic** | N/A | N/A |

#### Generative AI

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **AI Text Generation** | 7.3 (37 reviews) | Not enough data | 7.4 (21 reviews) | Not enough data | 

#### Agentic AI - IT Alerting

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 7.9 (19 reviews) | Not enough data | 6.4 (6 reviews) | Not enough data | 
| **Multi-step Planning** | 8.0 (19 reviews) | Not enough data | 6.4 (6 reviews) | Not enough data | 
| **Cross-system Integration** | 7.9 (19 reviews) | Not enough data | 6.7 (6 reviews) | Not enough data | 
| **Adaptive Learning** | 7.9 (19 reviews) | Not enough data | 6.4 (6 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.8 (19 reviews) | Not enough data | 6.7 (6 reviews) | Not enough data | 
| **Proactive Assistance** | 8.0 (19 reviews) | Not enough data | 6.7 (6 reviews) | Not enough data | 
| **Decision Making** | 8.1 (19 reviews) | Not enough data | 6.4 (6 reviews) | Not enough data | 

### Observability Software

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | 8.9/10 | 18 |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | 7.0/10 | 15 |
| **Sumo Logic** | 8.3/10 | 9 |

#### Telemetry Collection & Ingestion - Observability

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Multi-Telemetry Ingestion** | 9.2 (16 reviews) | Not enough data | 7.4 (9 reviews) | Not enough data | 
| **OpenTelemetry Support** | 9.4 (16 reviews) | Not enough data | 7.2 (9 reviews) | Not enough data | 

#### Agentic AI - Observability Software

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | 8.6 (15 reviews) | Not enough data | 6.7 (8 reviews) | Not enough data | 
| **Multi-step Planning** | 8.6 (15 reviews) | Not enough data | 6.5 (8 reviews) | Not enough data | 
| **Cross-system Integration** | 8.9 (16 reviews) | Not enough data | 6.5 (8 reviews) | Not enough data | 
| **Adaptive Learning** | 8.8 (15 reviews) | Not enough data | 6.5 (8 reviews) | Not enough data | 
| **Natural Language Interaction** | 8.6 (15 reviews) | Not enough data | 6.3 (8 reviews) | Not enough data | 
| **Proactive Assistance** | 8.9 (15 reviews) | Not enough data | 6.5 (8 reviews) | Not enough data | 
| **Decision Making** | 9.0 (15 reviews) | Not enough data | 6.5 (8 reviews) | Not enough data | 

#### Visualization & Dashboards - Observability

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Service Dependency Mapping** | 9.4 (16 reviews) | Not enough data | 7.4 (9 reviews) | Not enough data | 
| **Unified Dashboard** | 9.0 (16 reviews) | Not enough data | 7.9 (11 reviews) | Not enough data | 
| **Trace Visualization** | 9.2 (16 reviews) | Not enough data | 7.4 (9 reviews) | Not enough data | 

#### Correlation & Root Cause Analysis - Observability

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Cross-Telemetry Correlation** | 9.2 (16 reviews) | Not enough data | 7.9 (12 reviews) | Not enough data | 
| **Root Cause Detection** | 9.4 (17 reviews) | Not enough data | 7.6 (11 reviews) | Not enough data | 
| **Intelligent Alerting** | 9.3 (16 reviews) | Not enough data | 6.7 (9 reviews) | Not enough data | 

#### Scalability & Ecosystem Integration - Observability

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Kubernetes Monitoring** | 8.9 (16 reviews) | Not enough data | 7.0 (10 reviews) | Not enough data | 
| **Hybrid/Multi-Cloud Support** | 8.8 (16 reviews) | Not enough data | 6.9 (9 reviews) | 8.3 (5 reviews) | 

#### AI Features - Observability

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Predictive Insights** | 8.2 (16 reviews) | Not enough data | 6.7 (9 reviews) | Not enough data | 
| **AI-Generated Incident Summaries** | 8.5 (16 reviews) | Not enough data | 6.7 (9 reviews) | Not enough data | 
| **AI Anomaly Detection** | 9.0 (16 reviews) | Not enough data | 6.9 (9 reviews) | Not enough data | 

### AI SRE Tools

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Reliability Objectives & Service Operations - AI SRE Tools

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Intelligent On-Call Workflows** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Error Budget Tracking** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **SLI & SLO Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Service Health Modeling & Reporting** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### AI Detection & Signal Quality - AI SRE Tools

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Cross-Telemetry Correlation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Change-Aware Detection** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Anomaly Detection** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Alert Correlation & Noise Reduction** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Investigation & Root Cause Analysis - AI SRE Tools

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Guided Incident Investigation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Live Debugging in Production** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI Root Cause Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Runtime-Verified Root Cause Analysis** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Automation & Platform Controls - AI SRE Tools

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Automated Runbook & Workflow Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Human-in-the-Loop Remediation** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Integration, APIs & Secure Access Controls** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **AI-Assisted Code Fix Generation** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Incident Response

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | 7.9/10 | 100 |

#### Response

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Resolution Automation** | Not enough data | Not enough data | Not enough data | 7.8 (73 reviews) | 
| **Resolution Guidance** | Not enough data | Not enough data | Not enough data | 8.2 (73 reviews) | 
| **System Isolation** | Not enough data | Not enough data | Not enough data | 7.4 (67 reviews) | 
| **Threat Intelligence** | Not enough data | Not enough data | Not enough data | 7.7 (66 reviews) | 
| **Incident Investigation** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Records

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Incident Logs** | Not enough data | Not enough data | Not enough data | 8.8 (90 reviews) | 
| **Incident Reports** | Not enough data | Not enough data | Not enough data | 8.3 (80 reviews) | 

#### Management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Incident Alerts** | Not enough data | Not enough data | Not enough data | 8.6 (89 reviews) | 
| **Incident Case Management** | Not enough data | Not enough data | Not enough data | 8.0 (68 reviews) | 
| **Workflow Management** | Not enough data | Not enough data | Not enough data | 8.2 (73 reviews) | 

#### Generative AI

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 6.9 (13 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 7.4 (15 reviews) | 

### Cloud Security

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Cloud Visibility

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Data Discovery** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cloud Registry** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cloud Gap Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Data Security** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Data loss Prevention** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Security Auditing** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Identity

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **SSO** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **User Analytics** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Security Information and Event Management (SIEM)

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | 8.2/10 | 30 |
| **Coralogix** | 8.3/10 | 37 |
| **Sumo Logic** | 8.7/10 | 92 |

#### Network Management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Activity Monitoring** | Not enough data | 9.1 (27 reviews) | 8.7 (31 reviews) | 9.1 (64 reviews) ✓ Verified | 
| **Asset Management** | Not enough data | 7.3 (23 reviews) | 7.4 (26 reviews) | 8.0 (56 reviews) ✓ Verified | 
| **Log Management** | Not enough data | 9.3 (27 reviews) | 9.0 (31 reviews) | 9.4 (77 reviews) ✓ Verified | 

#### Incident Management

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Event Management** | Not enough data | 8.9 (28 reviews) | 8.7 (30 reviews) | 9.0 (72 reviews) ✓ Verified | 
| **Automated Response** | Not enough data | 7.8 (26 reviews) | 7.9 (26 reviews) | 8.3 (60 reviews) ✓ Verified | 
| **Incident Reporting** | Not enough data | 8.5 (26 reviews) | 8.3 (30 reviews) | 8.6 (55 reviews) ✓ Verified | 

#### Security Intelligence

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Threat Intelligence** | Not enough data | 7.3 (24 reviews) | 8.1 (31 reviews) | 8.4 (52 reviews) ✓ Verified | 
| **Vulnerability Assessment** | Not enough data | 6.5 (22 reviews) | 7.7 (25 reviews) | 8.1 (50 reviews) ✓ Verified | 
| **Advanced Analytics** | Not enough data | 8.5 (25 reviews) | 8.3 (25 reviews) | 8.9 (64 reviews) ✓ Verified | 
| **Data Examination** | Not enough data | 8.4 (25 reviews) | 8.7 (26 reviews) | 9.0 (69 reviews) ✓ Verified | 

#### Agentic AI - Security Information and Event Management (SIEM)

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Data Transformation

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Real-Time Analytics** | Not enough data | 8.7 (15 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Querying** | Not enough data | Not enough data | Not enough data | Not enough data | 

#### Connectivity

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Hadoop Integration** | Not enough data | 8.3 (12 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | 8.5 (11 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Multi-Source Analysis** | Not enough data | 8.4 (15 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | Feature Not Available | Not enough data | Not enough data | 

#### Operations

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Data Visualization** | Not enough data | 8.9 (16 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Workflow** | Not enough data | 9.1 (13 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Governed Discovery** | Not enough data | Feature Not Available | Not enough data | Not enough data | 
| **Embedded Analytics** | Not enough data | Feature Not Available | Not enough data | Not enough data | 
| **Notebooks** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Security Orchestration, Automation, and Response (SOAR)

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | 8.5/10 | 15 |

#### Automation

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Workflow Mapping** | Not enough data | Not enough data | Not enough data | 8.6 (13 reviews) | 
| **Workflow Automation** | Not enough data | Not enough data | Not enough data | 8.3 (13 reviews) | 
| **Automated Remediation** | Not enough data | Not enough data | Not enough data | 8.8 (12 reviews) | 
| **Log Monitoring** | Not enough data | Not enough data | Not enough data | 8.5 (13 reviews) | 

#### Orchestration

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Security Orchestration** | Not enough data | Not enough data | Not enough data | 8.2 (13 reviews) | 
| **Data Collection** | Not enough data | Not enough data | Not enough data | 8.8 (12 reviews) | 
| **Threat Intelligence** | Not enough data | Not enough data | Not enough data | 8.3 (12 reviews) | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 8.5 (12 reviews) | 

#### Response

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Alerting** | Not enough data | Not enough data | Not enough data | 8.6 (11 reviews) | 
| **Performance Baselin** | Not enough data | Not enough data | Not enough data | 8.2 (12 reviews) | 
| **High Availability/Disaster Recovery** | Not enough data | Not enough data | Not enough data | 8.3 (13 reviews) | 

### AI Agents

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Agentic AI - AI Agents

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **New Relic** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |
| **Coralogix** | N/A | N/A |
| **Sumo Logic** | N/A | N/A |

#### Building Reports

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Data Transformation** | Not enough data | 9.7 (5 reviews) | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | 9.7 (5 reviews) | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | 9.0 (5 reviews) | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | 9.3 (5 reviews) | Not enough data | Not enough data | 

#### Platform

| Feature | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (1):** [Log Analysis Software](https://www.g2.com/categories/log-analysis)

**Unique to New Relic (11):** [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [ AI SRE Tools Software](https://www.g2.com/categories/ai-sre-tools), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Observability Software](https://www.g2.com/categories/observability-software), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem), [IT Alerting Software](https://www.g2.com/categories/it-alerting), [Server Monitoring Software](https://www.g2.com/categories/server-monitoring), [Incident Management Software](https://www.g2.com/categories/incident-management), [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools)

**Unique to Splunk Enterprise (9):** [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [Hardware Monitoring Software](https://www.g2.com/categories/hardware-monitoring), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [ServiceNow Marketplace Apps](https://www.g2.com/categories/servicenow-store-apps), [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp), [Security Information and Event Management (SIEM) Software](https://www.g2.com/categories/security-information-and-event-management-siem), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)

**Unique to Coralogix (11):** [Cloud Security Monitoring and Analytics Software](https://www.g2.com/categories/cloud-security-monitoring-and-analytics), [Network Traffic Analysis (NTA) Software](https://www.g2.com/categories/network-traffic-analysis-nta), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools), [Security Information and Event Management (SIEM) Software](https://www.g2.com/categories/security-information-and-event-management-siem), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Network Monitoring Software](https://www.g2.com/categories/network-monitoring), [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [IT Alerting Software](https://www.g2.com/categories/it-alerting), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [Observability Software](https://www.g2.com/categories/observability-software)

**Unique to Sumo Logic (10):** [Observability Software](https://www.g2.com/categories/observability-software), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations), [Cloud Security Monitoring and Analytics Software](https://www.g2.com/categories/cloud-security-monitoring-and-analytics), [Security Orchestration, Automation, and Response (SOAR) Software](https://www.g2.com/categories/security-orchestration-automation-and-response-soar), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools), [Incident Response Software](https://www.g2.com/categories/incident-response), [Security Information and Event Management (SIEM) Software](https://www.g2.com/categories/security-information-and-event-management-siem), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm)


---
## Reviewer Demographics

### By Company Size

| Segment | New Relic | Splunk Enterprise | Coralogix | Sumo Logic | 
|---|---|---|---|---|
| **Small-Business** | 27.8% | 8.5% | 13.1% | 15.8% | 
| **Mid-Market** | 42.7% | 27.7% | 53.3% | 47.5% | 
| **Enterprise** | 29.6% | 63.7% | 33.6% | 36.7% | 

### By Industry

#### New Relic

- **Information Technology and Services:** 25.1%
- **Computer Software:** 17.5%
- **Financial Services:** 8.7%
- **Internet:** 8.0%
- **Retail:** 2.3%
- **Banking:** 1.9%
- **Entertainment:** 1.9%
- **Marketing and Advertising:** 1.8%
- **Education Management:** 1.8%
- **Telecommunications:** 1.2%
- **Other:** 29.7%

#### Splunk Enterprise

- **Information Technology and Services:** 26.5%
- **Computer Software:** 10.2%
- **Financial Services:** 6.6%
- **Internet:** 6.1%
- **Computer & Network Security:** 6.1%
- **Banking:** 3.4%
- **Telecommunications:** 3.4%
- **Hospital & Health Care:** 3.2%
- **Retail:** 2.9%
- **Higher Education:** 2.4%
- **Other:** 29.4%

#### Coralogix

- **Computer Software:** 27.4%
- **Information Technology and Services:** 18.2%
- **Financial Services:** 16.1%
- **Computer & Network Security:** 6.0%
- **Banking:** 4.2%
- **Logistics and Supply Chain:** 3.0%
- **Entertainment:** 2.1%
- **Insurance:** 2.1%
- **Online Media:** 1.8%
- **Internet:** 1.8%
- **Other:** 17.6%

#### Sumo Logic

- **Information Technology and Services:** 21.6%
- **Computer Software:** 17.1%
- **Financial Services:** 6.8%
- **Retail:** 4.2%
- **Accounting:** 2.9%
- **Computer & Network Security:** 2.6%
- **Internet:** 2.3%
- **Health, Wellness and Fitness:** 2.1%
- **Hospital & Health Care:** 2.1%
- **Utilities:** 1.8%
- **Other:** 36.6%

---
## Alternatives

### Alternatives to New Relic

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1366 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (726 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (480 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (644 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (376 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (332 reviews)
- [Sentry](https://www.g2.com/products/sentry/reviews) — 4.5/5 stars (220 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (305 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (443 reviews)
- [Amazon CloudWatch](https://www.g2.com/products/amazon-cloudwatch/reviews) — 4.3/5 stars (403 reviews)

### Alternatives to Splunk Enterprise

- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (726 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1366 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (644 reviews)
- [Mezmo](https://www.g2.com/products/mezmo/reviews) — 4.6/5 stars (224 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (480 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (889 reviews)
- [Logz.io](https://www.g2.com/products/logz-io/reviews) — 4.5/5 stars (171 reviews)
- [Graylog](https://www.g2.com/products/graylog/reviews) — 4.4/5 stars (121 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (305 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (761 reviews)

### Alternatives to Coralogix

- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (726 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1366 reviews)
- [Logz.io](https://www.g2.com/products/logz-io/reviews) — 4.5/5 stars (171 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (644 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (480 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (443 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (305 reviews)
- [Amazon CloudWatch](https://www.g2.com/products/amazon-cloudwatch/reviews) — 4.3/5 stars (403 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (376 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (332 reviews)

### Alternatives to Sumo Logic

- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (726 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1366 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (644 reviews)
- [Logz.io](https://www.g2.com/products/logz-io/reviews) — 4.5/5 stars (171 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (376 reviews)
- [IBM QRadar SIEM](https://www.g2.com/products/ibm-ibm-qradar-siem/reviews) — 4.4/5 stars (338 reviews)
- [Microsoft Sentinel](https://www.g2.com/products/microsoft-sentinel/reviews) — 4.4/5 stars (296 reviews)
- [Grafana Labs](https://www.g2.com/products/grafana-labs/reviews) — 4.5/5 stars (161 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (480 reviews)
- [Amazon CloudWatch](https://www.g2.com/products/amazon-cloudwatch/reviews) — 4.3/5 stars (403 reviews)

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## Top Discussions

### New Relic

- Title: [What is full stack visibility?](https://www.g2.com/discussions/what-is-full-stack-visibility) — 2 comments
  > **Top comment:** "Hi there! Thanks for your question. Full stack visibility refers to the ability to visualize, analyze, and troubleshoot your entire software stack in one..."
- Title: [What is New Relic tool used for?](https://www.g2.com/discussions/what-is-new-relic-tool-used-for) — 1 comment
  > **Top comment:** "Monitoring and troubleshooting all websites, web services and infrastructure running them. We are very happy with the product! Also the alerting and the AI..."

### Splunk Enterprise

- Title: [What is Splunk Enterprise used for?](https://www.g2.com/discussions/what-is-splunk-enterprise-used-for) — 1 comment
  > **Top comment:** "Log Monitoring and analysis."
- Title: [What is the difference between Splunk Enterprise and Splunk Enterprise Security?](https://www.g2.com/discussions/splunk-enterprise-what-is-the-difference-between-splunk-enterprise-and-splunk-enterprise-security) — 1 comment
  > **Top comment:** "In summary, while both Splunk Enterprise and Splunk Enterprise Security are built on the same core platform, they serve different purposes. Splunk Enterprise..."
- Title: [What are Splunk Enterprise components?](https://www.g2.com/discussions/what-are-splunk-enterprise-components) — 1 comment
  > **Top comment:** "Splunk's 3 main components: Search Head (UI), Indexer (DB) and Forwarder (Endpoint Agent with Universal Forwarder or Aggregation Agent with..."
- Title: [Which apps ship with Splunk Enterprise?](https://www.g2.com/discussions/which-apps-ship-with-splunk-enterprise) — 1 comment
  > **Top comment:** "Splunk Enterprise comes with a variety of built-in apps and add-ons that provide additional functionality, visualizations, and preconfigured dashboards for..."
- Title: [What does Splunk Enterprise do?](https://www.g2.com/discussions/what-does-splunk-enterprise-do) — 1 comment
  > **Top comment:** "Splunk Enterprise is a powerful data analytics platform that allows organizations to collect, index, search, and analyze a wide variety of machine-generated..."

### Coralogix

- Title: [There are many other tools out there, why is Coralogix different ?](https://www.g2.com/discussions/what-is-the-difference-between-coralogix-and-other-hosted-machine-data-services) — 2 comments, 2 upvotes *(includes official response)*
  > **Top comment:** "Coralogix is the only solution to not only collect and index your data but automatically learn your log data structure in order to aggregate millions of log..."
- Title: [How can I be notified in real time on user defined alerts and flow anomalies?](https://www.g2.com/discussions/how-can-i-be-notified-in-real-time-on-user-defined-alerts-and-flow-anomalies) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Coralogix supports mail alerts / slack notifications on emails and anomalies. 
In the future we will add more integrations of course. "
- Title: [Where can I watch a demo of the product?](https://www.g2.com/discussions/where-can-i-watch-a-demo-of-the-product) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "You can simply contact us at info@coralogix.com for a free 1/1 demo. 
Or you can view a 14 min full demo here: vimeo.com/146832553"
- Title: [What is the implementation process?](https://www.g2.com/discussions/what-is-the-implementation-process) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Check out our set of seamless integrations here: http://testdashboard.coralogix.com/#/signup/welcome"

### Sumo Logic

- Title: [What is Cloud SOAR used for?](https://www.g2.com/discussions/what-is-cloud-soar-used-for) — 1 comment, 1 upvote
  > **Top comment:** "Cloud SOAR (Security Orchestration, Automation, and Response) is primarily used to streamline and automate security operations workflows. It helps security..."
- Title: [Who are Sumo Logic competitors?](https://www.g2.com/discussions/who-are-sumo-logic-competitors) — 1 comment
  > **Top comment:** "Splunk, Arcsight, QRadar, Datadog"

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**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/new-relic-vs-splunk-enterprise-vs-coralogix-vs-sumo-logic)