# Datadog, Splunk SOAR (Security Orchestration, Automation and Response) vs Splunk AppDynamics Comparison

| | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.4 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 705 | 40 | 375 | 
| **Largest Market Segment** | Mid-Market (47.1% of reviews) | Mid-Market (41.0% of reviews) | Enterprise (54.3% of reviews) | 
| **Entry Level Price** | $0 Per host, per month | No pricing available | Start a free trial | 

---
## Top Pros & Cons

### Datadog

Pros:
- Ease of Use (145 reviews)
- Monitoring (144 reviews)

Cons:
- Expensive (92 reviews)
- Learning Curve (73 reviews)

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

Pros:
- Automation (1 reviews)
- Automation Ease (1 reviews)

Cons:
- Difficult Learning (1 reviews)
- Learning Curve (1 reviews)

### Splunk AppDynamics

Pros:
- Automation (1 reviews)
- Cloud Services (1 reviews)

Cons:
- Billing Issues (1 reviews)
- Expensive (1 reviews)

---
## Ratings Comparison
| Rating | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
  | **Meets Requirements** | 8.8 (525 reviews) | 8.7 (36 reviews) | 8.6 (258 reviews) | 
  | **Ease of Use** | 8.2 (627 reviews) | 8.2 (36 reviews) | 8.5 (257 reviews) | 
  | **Ease of Setup** | 8.3 (393 reviews) | 7.9 (17 reviews) | 7.9 (118 reviews) | 
  | **Ease of Admin** | 8.3 (233 reviews) | 8.1 (13 reviews) | 8.1 (117 reviews) | 
  | **Quality of Support** | 8.3 (466 reviews) | 8.8 (35 reviews) | 8.3 (248 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (219 reviews) | 8.3 (13 reviews) | 8.5 (113 reviews) | 
  | **Product Direction (% positive)** | 9.0 (509 reviews) | 8.7 (37 reviews) | 8.3 (233 reviews) | 

---
## Pricing

### Datadog

#### Entry-Level Pricing

Plan: Free

Price: $0 Per host, per month

Description: Core collection and visualization features

Key Features:
- Discussion Group Supported
- 1-Day Metric Retention
- Up to 5 Hosts

[Browse all 3 editions](https://www.g2.com/products/datadog/pricing)

#### Free Trial

Yes

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

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Splunk AppDynamics

#### Entry-Level Pricing

Plan: APM Pro

Price: Start a free trial

Description: End-to-end monitoring of key business transactions within your applications





Start Free Trial https://www.appdynamics.com/free-trial/

Key Features:
- Core APM Functionality with the flexibility to switch between languages; includes basic infrastructure monitoring

[Browse all 3 editions](https://www.g2.com/products/splunk-appdynamics/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Cloud Cost Management

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 7.8/10 | 8 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Operations

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Scheduling** | 7.8 (6 reviews) | Not enough data | Not enough data | 
| **Automation** | 8.1 (6 reviews) | Not enough data | Not enough data | 
| **Multi-Cloud Management** | 7.1 (8 reviews) | Not enough data | Not enough data | 
| **Usage Monitoring** | 8.0 (5 reviews) | Not enough data | Not enough data | 

#### Cost Optimization

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Spend Forecasting and Optimization ** | 7.7 (8 reviews) | Not enough data | Not enough data | 
| **Recommendations  ** | 7.5 (6 reviews) | Not enough data | Not enough data | 
| **Spend Tracking ** | 7.7 (5 reviews) | Not enough data | Not enough data | 

#### Administration

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Reporting** | 8.3 (6 reviews) | Not enough data | Not enough data | 
| **Dashboards and Visualizations ** | 8.1 (7 reviews) | Not enough data | Not enough data | 
| **Compliance** | 7.3 (5 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Cloud Cost Management

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Website Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 78 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Functionality

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Baseline** | 8.7 (56 reviews) | Not enough data | Not enough data | 
| **Alerting** | 9.4 (72 reviews) | Not enough data | Not enough data | 
| **Multi-Site Monitoring** | 9.1 (64 reviews) | Not enough data | Not enough data | 
| **Reporting** | 8.8 (58 reviews) | Not enough data | Not enough data | 
| **Multi-Channel Alerting** | 8.9 (58 reviews) | Not enough data | Not enough data | 
| **Location Insights** | 9.0 (51 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Website Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.3 (5 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 7.3 (5 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.3 (5 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.3 (5 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.3 (5 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.3 (5 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 7.3 (5 reviews) | Not enough data | Not enough data | 

### Digital Experience Monitoring (DEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | 8.6/10 | 13 |

#### Experience

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Real-Time Monitoring** | Not enough data | Not enough data | 8.9 (9 reviews) | 
| **Session Replay** | Not enough data | Not enough data | 8.1 (9 reviews) | 
| **Behavioral Analysis** | Not enough data | Not enough data | 7.6 (9 reviews) | 

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

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Content Management** | Not enough data | Not enough data | 8.0 (9 reviews) | 
| **Alerts** | Not enough data | Not enough data | 9.1 (9 reviews) | 
| **Budget Analysis** | Not enough data | Not enough data | 7.6 (9 reviews) | 

#### Performance

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Uptime Monitoring** | Not enough data | Not enough data | 9.3 (9 reviews) | 
| **Performance Monitoring** | Not enough data | Not enough data | 9.2 (8 reviews) | 
| **Issue Tracking** | Not enough data | Not enough data | 9.2 (8 reviews) | 
| **Resource Monitoring** | Not enough data | Not enough data | 8.7 (9 reviews) | 

### Database Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.7/10 | 111 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Functionality

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Monitoring** | 9.2 (105 reviews) | Not enough data | Not enough data | 
| **Alerting** | 9.1 (106 reviews) | Not enough data | Not enough data | 
| **Logging** | 9.3 (90 reviews) | Not enough data | Not enough data | 
| **Response Time** | 8.9 (105 reviews) | Not enough data | Not enough data | 
| **Reporting** | 8.8 (89 reviews) | Not enough data | Not enough data | 
| **Data Visualization** | 8.9 (94 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Database Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | 7.0 (5 reviews) | Not enough data | Not enough data | 

### Network Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.9/10 | 63 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Functionality

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Performance Monitoring** | 9.2 (53 reviews) | Not enough data | Not enough data | 
| **Alerting** | 9.3 (58 reviews) | Not enough data | Not enough data | 
| **Improvement Suggestions** | 8.2 (44 reviews) | Not enough data | Not enough data | 
| **Multi-Network Capability** | 8.5 (46 reviews) | Not enough data | Not enough data | 

#### Monitoring - Network Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **360-Degree Network Visibility** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Automated Network Discovery** | 9.0 (5 reviews) | Not enough data | Not enough data | 
| **Real-Time Monitoring** | 9.3 (5 reviews) | Not enough data | Not enough data | 

#### Management

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Performance Baseline** | 8.7 (50 reviews) | Not enough data | Not enough data | 
| **Data Visualization** | 9.0 (51 reviews) | Not enough data | Not enough data | 
| **Path Analysis** | 8.8 (48 reviews) | Not enough data | Not enough data | 

#### Analytics - Network Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Predictive Performance Analytics** | 9.0 (5 reviews) | Not enough data | Not enough data | 
| **Packet & Flow Analysis** | 9.0 (5 reviews) | Not enough data | Not enough data | 

#### Security - Network Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Encrypted Data Transmission** | 9.0 (5 reviews) | Not enough data | Not enough data | 
| **Zero Trust and Identity Management** | 9.0 (5 reviews) | Not enough data | Not enough data | 
| **Integrated Network Security** | 9.0 (5 reviews) | Not enough data | Not enough data | 

#### Network Performance - Network Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Dynamic Network Optimization** | 9.0 (5 reviews) | Not enough data | Not enough data | 
| **Automated Tasks Routing** | 9.0 (5 reviews) | Not enough data | Not enough data | 

#### AI Automation - Network Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Machine Learning-Based Anomaly Detection** | 8.3 (5 reviews) | Not enough data | Not enough data | 
| **Self-Healing Networks** | 8.7 (5 reviews) | Not enough data | Not enough data | 
| **Predictive Network Maintenance** | 8.7 (5 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Network Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Cloud Infrastructure Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 144 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | 8.8/10 | 26 |

#### Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Usage Monitoring** | 8.9 (121 reviews) | Not enough data | 8.8 (22 reviews) | 
| **Database Monitoring** | 8.6 (117 reviews) | Not enough data | 9.1 (22 reviews) | 
| **API Monitoring** | 8.8 (111 reviews) | Not enough data | 8.9 (22 reviews) | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | 8.8 (130 reviews) | Not enough data | 8.7 (21 reviews) | 
| **Security and Compliance Monitoring** | 8.3 (8 reviews) | Not enough data | Not enough data | 

#### Administration

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Activity Monitoring** | 8.5 (115 reviews) | Not enough data | 9.0 (21 reviews) | 
| **Multi-Cloud Management** | 8.5 (97 reviews) | Not enough data | 8.5 (20 reviews) | 
| **Automation** | 8.3 (94 reviews) | Not enough data | 8.5 (22 reviews) | 
| **Auto-Scaling & Resource Optimization** | 8.5 (8 reviews) | Not enough data | Not enough data | 

#### Analysis

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Reporting** | 8.5 (113 reviews) | Not enough data | 8.9 (22 reviews) | 
| **Dashboards and Visualizations** | 8.9 (122 reviews) | Not enough data | 8.9 (22 reviews) | 
| **Spend Forecasting and Optimization** | Feature Not Available | Not enough data | 8.7 (19 reviews) | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Multi-step Planning** | 7.9 (8 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.8 (8 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.3 (8 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.5 (8 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.9 (8 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 7.9 (7 reviews) | Not enough data | Not enough data | 

#### AI Automation - Cloud Infrastructure Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **AI-Powered Anomaly Detection** | 8.1 (8 reviews) | Not enough data | Not enough data | 
| **AI-Driven Insight Recommendations** | 7.5 (8 reviews) | Not enough data | Not enough data | 

### Network Traffic Analysis (NTA)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.6/10 | 13 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Automation

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Metadata Management** | Feature Not Available | Not enough data | Not enough data | 
| **Artificial Intelligence & Machine Learning** | 8.1 (7 reviews) | Not enough data | Not enough data | 
| **Response Automation** | Feature Not Available | Not enough data | Not enough data | 
| **Continuous Analysis** | 8.5 (9 reviews) | Not enough data | Not enough data | 

#### Functionality

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Multi-Network Capability** | 8.7 (10 reviews) | Not enough data | Not enough data | 
| **Anomaly Detection** | 8.0 (10 reviews) | Not enough data | Not enough data | 
| **Network Visibility** | 8.0 (9 reviews) | Not enough data | Not enough data | 
| **Scalability** | 9.2 (10 reviews) | Not enough data | Not enough data | 

#### Incident Management

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Incident Logs** | 8.6 (12 reviews) | Not enough data | Not enough data | 
| **Incident Alerts** | 9.2 (12 reviews) | Not enough data | Not enough data | 
| **Incident Reporting** | 9.0 (12 reviews) | Not enough data | Not enough data | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 9.1/10 | 23 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | 8.9/10 | 29 |

#### Functionality

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Artificial Intelligence** | 9.1 (16 reviews) | Not enough data | 8.3 (22 reviews) | 
| **Machine Learning** | 8.5 (17 reviews) | Not enough data | 8.3 (22 reviews) | 
| **Systems Monitoring** | 9.4 (21 reviews) | Not enough data | 9.2 (27 reviews) | 

#### Issue Resolution

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Root Cause Identification** | 9.0 (19 reviews) | Not enough data | 9.1 (27 reviews) | 
| **Proactive Identification** | 9.1 (16 reviews) | Not enough data | 8.8 (27 reviews) | 
| **Resolution Guidance** | Feature Not Available | Not enough data | 8.8 (25 reviews) | 

#### Management

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **System Integration** | 8.7 (19 reviews) | Not enough data | 8.9 (27 reviews) | 
| **Alerting** | 9.6 (20 reviews) | Not enough data | 9.2 (26 reviews) | 
| **Reporting** | 9.0 (20 reviews) | Not enough data | 9.4 (27 reviews) | 

#### Generative AI

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - AIOps Platforms

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 110 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Visibility

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Dashboards and Visualizations** | 8.9 (95 reviews) | Not enough data | Not enough data | 
| **Alerts and Notifications** | 8.9 (92 reviews) | Not enough data | Not enough data | 
| **Reporting** | 8.8 (83 reviews) | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Automation** | 8.2 (84 reviews) | Not enough data | Not enough data | 
| **Performance Baseline** | 8.7 (86 reviews) | Not enough data | Not enough data | 
| **Real-Time Monitoring** | 9.0 (92 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Log Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.6 (9 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 7.2 (9 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.1 (9 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.2 (9 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 8.0 (9 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.6 (9 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 7.6 (9 reviews) | Not enough data | Not enough data | 

### Server Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 80 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Visibility 

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Dashboards and Visualizations** | 8.9 (78 reviews) | Not enough data | Not enough data | 
| **Alerts and Notifications** | 8.7 (73 reviews) | Not enough data | Not enough data | 
| **Reporting** | 8.3 (71 reviews) | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Multi-Server Management** | 8.4 (71 reviews) | Not enough data | Not enough data | 
| **Automation** | 7.6 (66 reviews) | Not enough data | Not enough data | 
| **Performance Baseline** | 8.4 (68 reviews) | Not enough data | Not enough data | 
| **Real-Time Monitoring** | 9.0 (72 reviews) | Not enough data | Not enough data | 
| **Immediate Alert Notification** | 8.8 (67 reviews) | Not enough data | Not enough data | 
| **Proactive Server Monitoring Software** | 8.3 (72 reviews) | Not enough data | Not enough data | 

#### Cloud environment support

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Server Monitoring For Cloud Deployments** | 8.1 (62 reviews) | Not enough data | Not enough data | 
| **Software Scaling** | 8.0 (59 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Server Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.5 (6 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 8.3 (6 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.9 (6 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.2 (6 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.8 (6 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.2 (6 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 8.1 (6 reviews) | Not enough data | Not enough data | 

### Enterprise Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 70 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | 8.8/10 | 19 |

#### Functionality

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Diverse Systems Monitoring** | 8.7 (50 reviews) | Not enough data | 9.3 (16 reviews) | 
| **Real-Time Analytics** | 8.8 (50 reviews) | Not enough data | 8.9 (17 reviews) | 
| **Observability** | 9.1 (62 reviews) | Not enough data | 8.9 (17 reviews) | 
| **AI/ML Integration** | 7.9 (43 reviews) | Not enough data | 8.2 (15 reviews) | 

#### Management

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Single Pane of Glass** | 8.7 (54 reviews) | Not enough data | 8.5 (17 reviews) | 
| **Dashboards and Visualization** | 8.6 (58 reviews) | Not enough data | 8.6 (17 reviews) | 
| **Performance Baselines** | 8.2 (44 reviews) | Not enough data | 8.9 (17 reviews) | 
| **Alerting** | 9.0 (54 reviews) | Not enough data | 9.3 (17 reviews) | 

#### Agentic AI - Enterprise Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.8 (9 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 8.3 (9 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.0 (10 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 8.1 (9 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.5 (10 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 8.2 (10 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 8.1 (9 reviews) | Not enough data | Not enough data | 

### IoT Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Data Sources

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Pre-Built Connectors** | Not enough data | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | Not enough data | 
| **Performance and Stability** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Queries** | Not enough data | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | Not enough data | 
| **Visualizations** | Not enough data | Not enough data | Not enough data | 
| **Insights** | Not enough data | Not enough data | Not enough data | 

#### Metrics

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Device Performance** | Not enough data | Not enough data | Not enough data | 
| **Operational Performance** | Not enough data | Not enough data | Not enough data | 
| **Environmental Conditions** | Not enough data | Not enough data | Not enough data | 
| **Resource Usage** | Not enough data | Not enough data | Not enough data | 

### IoT Device Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Device Recognition

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Device Discovery** | Not enough data | Not enough data | Not enough data | 
| **Device Types** | Not enough data | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | Not enough data | 

#### Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Device Status** | Not enough data | Not enough data | Not enough data | 
| **Alerts & Notifications** | Not enough data | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | Not enough data | 

#### Provisioning

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Remote Configuration** | Not enough data | Not enough data | Not enough data | 
| **Event Triggering** | Not enough data | Not enough data | Not enough data | 
| **Device Diagnostics & Repair** | Feature Not Available | Not enough data | Not enough data | 
| **Firmware Updates** | Feature Not Available | Not enough data | Not enough data | 

### ServiceNow Store Apps

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | 8.7/10 | 12 |

#### ServiceNow Apps

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **ServiceNow Integration** | Not enough data | Not enough data | 8.6 (11 reviews) | 
| **Value** | Not enough data | Not enough data | 8.8 (11 reviews) | 

#### Agentic AI - ServiceNow Store Apps

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### Log Analysis

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 82 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Data Preparation

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Data Sources** | 8.6 (66 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Indexing** | 8.5 (65 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Automated Tagging** | 8.0 (62 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Blending** | 8.0 (64 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Analysis

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Track Trends** | 8.6 (61 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Detect Anomalies** | 8.4 (68 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Metric and Event Data** | 8.8 (68 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Search** | 8.5 (71 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Alerts** | 8.6 (62 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Live Tail** | 8.8 (60 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Visualization

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Dashboards** | 8.9 (75 reviews) ✓ Verified | Not enough data | Not enough data | 
| **Data Discovery** | 8.7 (64 reviews) ✓ Verified | Not enough data | Not enough data | 

#### Agentic AI - Log Analysis

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.8 (6 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 7.8 (6 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.9 (6 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.8 (6 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 8.1 (6 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.5 (6 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 7.8 (6 reviews) | Not enough data | Not enough data | 

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 147 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | 9.0/10 | 31 |

#### Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Performance Baselines** | 8.6 (113 reviews) | Not enough data | 9.2 (10 reviews) | 
| **Performance Analysis** | 8.9 (106 reviews) | Not enough data | 9.7 (10 reviews) | 
| **Performance Monitoring** | 8.9 (118 reviews) | Not enough data | 9.7 (10 reviews) | 
| **AI/ML Assistance** | 7.3 (99 reviews) | Not enough data | 8.7 (9 reviews) | 
| **Multi-System Monitoring** | 8.4 (105 reviews) | Not enough data | 8.8 (10 reviews) | 

#### Response

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Dashboards and Visualization** | 8.9 (123 reviews) | Not enough data | 9.7 (10 reviews) | 
| **Incident Alerting** | 8.8 (110 reviews) | Not enough data | 8.8 (10 reviews) | 
| **Root Cause Analysis (RCA)** | 8.0 (107 reviews) | Not enough data | 9.3 (10 reviews) | 

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

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.4 (13 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.1 (13 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.9 (13 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 8.1 (13 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 7.8 (13 reviews) | Not enough data | Not enough data | 

#### Performance

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Real User Monitoring (RUM)** | 8.5 (118 reviews) | Not enough data | 8.9 (26 reviews) | 
| **Second by Second Metrics** | 8.3 (103 reviews) | Not enough data | 8.5 (25 reviews) | 

#### Functionality

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Synthetic Monitoring** | 8.5 (106 reviews) | Not enough data | 8.8 (26 reviews) | 
| **Dynamic Transaction Mapping** | 8.1 (96 reviews) | Not enough data | 8.9 (23 reviews) | 
| **Load Balancing** | Feature Not Available | Not enough data | 8.5 (27 reviews) | 
| **Cloud Observability** | 8.5 (112 reviews) | Not enough data | 8.5 (25 reviews) | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.5/10 | 52 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Alerts management

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Multi-mode alerts** | 8.7 (43 reviews) | Not enough data | Not enough data | 
| **Opimization alerts** | 8.0 (45 reviews) | Not enough data | Not enough data | 
| **Incident alerts** | 8.6 (47 reviews) | Not enough data | Not enough data | 

#### Monitoring

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Resource utilization** | 8.6 (39 reviews) | Not enough data | Not enough data | 
| **Real-time monitoring** | 9.1 (41 reviews) | Not enough data | Not enough data | 
| **Performance baseline** | 8.7 (43 reviews) | Not enough data | Not enough data | 
| **API monitoring** | 9.0 (38 reviews) | Not enough data | Not enough data | 

#### Automation

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Resolution automation** | 8.2 (38 reviews) | Not enough data | Not enough data | 
| **Automation** | 8.4 (36 reviews) | Not enough data | Not enough data | 

#### Analysis

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Search** | 8.2 (41 reviews) | Not enough data | Not enough data | 
| **Reporting** | 8.3 (44 reviews) | Not enough data | Not enough data | 
| **Visualization** | 9.1 (43 reviews) | Not enough data | Not enough data | 
| **Track trends** | 8.5 (42 reviews) | Not enough data | Not enough data | 

#### Issue Resolution

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Root cause identification** | 8.3 (37 reviews) | Not enough data | Not enough data | 
| **Resolution guidance** | 7.6 (39 reviews) | Not enough data | Not enough data | 
| **Proactive identification** | 8.4 (35 reviews) | Not enough data | Not enough data | 

### IT Alerting

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.0/10 | 18 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Generative AI

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **AI Text Generation** | 7.5 (17 reviews) | Not enough data | Not enough data | 

#### Agentic AI - IT Alerting

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.4 (7 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 7.9 (7 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.8 (7 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 7.9 (7 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 8.1 (6 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 7.9 (7 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 8.3 (7 reviews) | Not enough data | Not enough data | 

### Observability Pipeline

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 7.1/10 | 9 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Data Management - Observability Pipeline

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Data Storage** | 7.8 (6 reviews) | Not enough data | Not enough data | 
| **Data Optimization and Reduction** | 8.0 (9 reviews) | Not enough data | Not enough data | 
| **Data Migration** | 7.4 (7 reviews) | Not enough data | Not enough data | 
| **Log Context Enrichment** | 7.5 (6 reviews) | Not enough data | Not enough data | 
| **Data Format Transformation** | 7.0 (9 reviews) | Not enough data | Not enough data | 

#### Performance - Observability Pipeline

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Cost Reduction** | 6.7 (8 reviews) | Not enough data | Not enough data | 
| **Pipeline Visualization** | 8.1 (9 reviews) | Not enough data | Not enough data | 
| **Platform Agnostic Integration** | 7.0 (9 reviews) | Not enough data | Not enough data | 

#### AI - Observability Pipeline

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Root Cause Analysis** | 6.4 (7 reviews) | Not enough data | Not enough data | 
| **Alert Fatigue Reduction** | 6.1 (6 reviews) | Not enough data | Not enough data | 
| **Anomaly Detection** | 6.7 (6 reviews) | Not enough data | Not enough data | 

#### Compliance - Observability Pipeline

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Compliance Maintenance** | 6.9 (6 reviews) | Not enough data | Not enough data | 
| **Sensitive Data Detection** | 6.1 (6 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Observability Pipeline

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Observability Software

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.7/10 | 13 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Telemetry Collection & Ingestion - Observability

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Multi-Telemetry Ingestion** | 8.3 (10 reviews) | Not enough data | Not enough data | 
| **OpenTelemetry Support** | 8.8 (8 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Observability Software

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Visualization & Dashboards - Observability

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Service Dependency Mapping** | 8.7 (9 reviews) | Not enough data | Not enough data | 
| **Unified Dashboard** | 9.0 (10 reviews) | Not enough data | Not enough data | 
| **Trace Visualization** | 8.8 (8 reviews) | Not enough data | Not enough data | 

#### Correlation & Root Cause Analysis - Observability

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Cross-Telemetry Correlation** | 9.2 (10 reviews) | Not enough data | Not enough data | 
| **Root Cause Detection** | 8.3 (9 reviews) | Not enough data | Not enough data | 
| **Intelligent Alerting** | 8.7 (10 reviews) | Not enough data | Not enough data | 

#### Scalability & Ecosystem Integration - Observability

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Kubernetes Monitoring** | 9.3 (9 reviews) | Not enough data | Not enough data | 
| **Hybrid/Multi-Cloud Support** | 8.5 (8 reviews) | Not enough data | Not enough data | 

#### AI Features - Observability

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Predictive Insights** | 7.9 (8 reviews) | Not enough data | Not enough data | 
| **AI-Generated Incident Summaries** | 8.8 (8 reviews) | Not enough data | Not enough data | 
| **AI Anomaly Detection** | 8.3 (8 reviews) | Not enough data | Not enough data | 

### SAP Store

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Agentic AI - SAP Store

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### AI SOC Agents

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Threat Detection & Triage - AI SOC Agents

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Anomaly Detection & Correlation** | Not enough data | Not enough data | Not enough data | 
| **False‑Positive Suppression** | Not enough data | Not enough data | Not enough data | 
| **AI‑Driven Alert Triage** | Not enough data | Not enough data | Not enough data | 

#### Investigation & Enrichment - AI SOC Agents

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Case Investigation** | Not enough data | Not enough data | Not enough data | 
| **Contextual Enrichment from Multiple Sources** | Not enough data | Not enough data | Not enough data | 
| **Attack Path Mapping** | Not enough data | Not enough data | Not enough data | 

#### Response & Remediation - AI SOC Agents

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Mean Time Reduction Metrics** | Not enough data | Not enough data | Not enough data | 
| **Playbook‑Free Dynamic Workflows** | Not enough data | Not enough data | Not enough data | 
| **Automated Response Execution** | Not enough data | Not enough data | Not enough data | 

#### InfoSec Experience & Governance - AI SOC Agents

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Conversational Analyst Interface** | Not enough data | Not enough data | Not enough data | 
| **Manual Feedback Learning Loop** | Not enough data | Not enough data | Not enough data | 
| **Explainability & Audit Trail** | Not enough data | Not enough data | Not enough data | 

### Incident Response

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | 8.6/10 | 18 |
| **Splunk AppDynamics** | N/A | N/A |

#### Response

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Resolution Automation** | Not enough data | 8.6 (17 reviews) | Not enough data | 
| **Resolution Guidance** | Not enough data | 8.5 (17 reviews) | Not enough data | 
| **System Isolation** | Not enough data | 8.2 (18 reviews) | Not enough data | 
| **Threat Intelligence** | Not enough data | 8.8 (17 reviews) | Not enough data | 
| **Incident Investigation** | Not enough data | Not enough data | Not enough data | 

#### Records

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Incident Logs** | Not enough data | 8.9 (18 reviews) | Not enough data | 
| **Incident Reports** | Not enough data | 9.0 (17 reviews) | Not enough data | 

#### Management

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Incident Alerts** | Not enough data | 8.8 (18 reviews) | Not enough data | 
| **Incident Case Management** | Not enough data | 8.0 (16 reviews) | Not enough data | 
| **Workflow Management** | Not enough data | 8.4 (17 reviews) | Not enough data | 

#### Generative AI

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Security Information and Event Management (SIEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.8/10 | 15 |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Network Management

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Activity Monitoring** | 8.9 (12 reviews) | Not enough data | Not enough data | 
| **Asset Management** | 8.3 (11 reviews) | Not enough data | Not enough data | 
| **Log Management** | 9.5 (13 reviews) | Not enough data | Not enough data | 

#### Incident Management

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Event Management** | 9.3 (12 reviews) | Not enough data | Not enough data | 
| **Automated Response** | 9.2 (11 reviews) | Not enough data | Not enough data | 
| **Incident Reporting** | 9.2 (12 reviews) | Not enough data | Not enough data | 

#### Security Intelligence

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Threat Intelligence** | 7.9 (12 reviews) | Not enough data | Not enough data | 
| **Vulnerability Assessment** | 8.0 (10 reviews) | Not enough data | Not enough data | 
| **Advanced Analytics** | 8.8 (11 reviews) | Not enough data | Not enough data | 
| **Data Examination** | 8.6 (13 reviews) | Not enough data | Not enough data | 

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

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

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

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk SOAR (Security Orchestration, Automation and Response)** | 8.8/10 | 22 |
| **Splunk AppDynamics** | N/A | N/A |

#### Automation

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Workflow Mapping** | Not enough data | 8.5 (20 reviews) | Not enough data | 
| **Workflow Automation** | Not enough data | 8.7 (22 reviews) | Not enough data | 
| **Automated Remediation** | Not enough data | 8.6 (20 reviews) | Not enough data | 
| **Log Monitoring** | Not enough data | 9.3 (20 reviews) | Not enough data | 

#### Orchestration

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Security Orchestration** | Not enough data | 8.8 (20 reviews) | Not enough data | 
| **Data Collection** | Not enough data | 8.9 (21 reviews) | Not enough data | 
| **Threat Intelligence** | Not enough data | 8.8 (20 reviews) | Not enough data | 
| **Data Visualization** | Not enough data | 8.7 (20 reviews) | Not enough data | 

#### Response

| Feature | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Alerting** | Not enough data | 8.8 (21 reviews) | Not enough data | 
| **Performance Baselin** | Not enough data | 8.8 (20 reviews) | Not enough data | 
| **High Availability/Disaster Recovery** | Not enough data | 8.9 (19 reviews) | Not enough data | 

---
## Categories

**Unique to Datadog (21):** [Observability Pipeline Software](https://www.g2.com/categories/observability-pipeline), [Observability Software](https://www.g2.com/categories/observability-software), [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [Server Monitoring Software](https://www.g2.com/categories/server-monitoring), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [Network Traffic Analysis (NTA) Software](https://www.g2.com/categories/network-traffic-analysis-nta), [Database Monitoring Tools](https://www.g2.com/categories/database-monitoring), [IoT Device Management Platforms](https://www.g2.com/categories/iot-device-management-platforms), [IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms), [Website Monitoring Software](https://www.g2.com/categories/website-monitoring), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [IT Alerting Software](https://www.g2.com/categories/it-alerting), [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools), [Log Analysis Software](https://www.g2.com/categories/log-analysis), [Security Information and Event Management (SIEM) Software](https://www.g2.com/categories/security-information-and-event-management-siem), [API Marketplaces](https://www.g2.com/categories/api-marketplace), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Network Monitoring Software](https://www.g2.com/categories/network-monitoring), [Cloud Cost Management Tools](https://www.g2.com/categories/cloud-cost-management), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem)

**Unique to Splunk SOAR (Security Orchestration, Automation and Response) (3):** [Security Orchestration, Automation, and Response (SOAR) Software](https://www.g2.com/categories/security-orchestration-automation-and-response-soar), [Incident Response Software](https://www.g2.com/categories/incident-response), [AI SOC Agents](https://www.g2.com/categories/ai-soc-agents)

**Unique to Splunk AppDynamics (9):** [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [ServiceNow Marketplace Apps](https://www.g2.com/categories/servicenow-store-apps), [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [Observability Software](https://www.g2.com/categories/observability-software), [SAP Store Software](https://www.g2.com/categories/sap-store)


---
## Reviewer Demographics

### By Company Size

| Segment | Datadog | Splunk SOAR (Security Orchestration, Automation and Response) | Splunk AppDynamics | 
|---|---|---|---|
| **Small-Business** | 19.3% | 23.1% | 17.0% | 
| **Mid-Market** | 47.1% | 41.0% | 28.7% | 
| **Enterprise** | 33.6% | 35.9% | 54.3% | 

### By Industry

#### Datadog

- **Information Technology and Services:** 18.5%
- **Computer Software:** 18.0%
- **Financial Services:** 8.7%
- **Internet:** 4.1%
- **Computer & Network Security:** 3.3%
- **Retail:** 2.9%
- **Banking:** 2.5%
- **Hospital & Health Care:** 2.3%
- **Insurance:** 1.9%
- **Health, Wellness and Fitness:** 1.6%
- **Other:** 36.2%

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

- **Information Technology and Services:** 33.3%
- **Consulting:** 12.8%
- **Financial Services:** 7.7%
- **Computer Software:** 7.7%
- **Computer & Network Security:** 7.7%
- **Banking:** 7.7%
- **Telecommunications:** 2.6%
- **Security and Investigations:** 2.6%
- **Oil & Energy:** 2.6%
- **Management Consulting:** 2.6%
- **Other:** 12.8%

#### Splunk AppDynamics

- **Information Technology and Services:** 25.7%
- **Computer Software:** 10.1%
- **Financial Services:** 8.1%
- **Banking:** 5.4%
- **Insurance:** 5.1%
- **Telecommunications:** 4.2%
- **Hospital & Health Care:** 2.7%
- **Internet:** 2.7%
- **Leisure, Travel & Tourism:** 2.7%
- **Retail:** 2.7%
- **Other:** 30.7%

---
## Alternatives

### Alternatives to Datadog

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (476 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (293 reviews)
- [Coralogix](https://www.g2.com/products/coralogix/reviews) — 4.6/5 stars (343 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (636 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (319 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (431 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (397 reviews)
- [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) — 4.3/5 stars (835 reviews)

### Alternatives to Splunk SOAR (Security Orchestration, Automation and Response)

- [Tines](https://www.g2.com/products/tines/reviews) — 4.7/5 stars (399 reviews)
- [Torq AI SOC Platform](https://www.g2.com/products/torq-ai-soc-platform/reviews) — 4.8/5 stars (150 reviews)
- [Palo Alto Networks Cortex XSOAR](https://www.g2.com/products/palo-alto-networks-cortex-xsoar/reviews) — 4.6/5 stars (28 reviews)
- [KnowBe4 PhishER/PhishER Plus](https://www.g2.com/products/knowbe4-phisher-phisher-plus/reviews) — 4.6/5 stars (566 reviews)
- [Microsoft Sentinel](https://www.g2.com/products/microsoft-sentinel/reviews) — 4.4/5 stars (295 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (397 reviews)
- [CrowdStrike Falcon Endpoint Protection Platform](https://www.g2.com/products/crowdstrike-falcon-endpoint-protection-platform/reviews) — 4.6/5 stars (409 reviews)
- [Google Security Operations](https://www.g2.com/products/google-security-operations/reviews) — 4.4/5 stars (54 reviews)
- [IBM QRadar SIEM](https://www.g2.com/products/ibm-ibm-qradar-siem/reviews) — 4.4/5 stars (335 reviews)
- [IBM QRadar SOAR](https://www.g2.com/products/ibm-qradar-soar/reviews) — 4.0/5 stars (29 reviews)

### Alternatives to Splunk AppDynamics

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (476 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (636 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (397 reviews)
- [Zabbix](https://www.g2.com/products/zabbix/reviews) — 4.4/5 stars (208 reviews)
- [Grafana Labs](https://www.g2.com/products/grafana-labs/reviews) — 4.5/5 stars (159 reviews)
- [IBM Turbonomic](https://www.g2.com/products/ibm-turbonomic/reviews) — 4.4/5 stars (310 reviews)
- [Sentry](https://www.g2.com/products/sentry/reviews) — 4.5/5 stars (199 reviews)
- [Paessler PRTG](https://www.g2.com/products/paessler-prtg/reviews) — 4.7/5 stars (209 reviews)

---
## Top Discussions

### Datadog

- Title: [What is the use of Datadog?](https://www.g2.com/discussions/what-is-the-use-of-datadog) — 3 comments
  > **Top comment:** "Datadog is a software platform that facilitates data sharing across various teams within an organization, thereby breaking down silos between development,..."
- Title: [Does Datadog use AWS?](https://www.g2.com/discussions/does-datadog-use-aws) — 2 comments
  > **Top comment:** "Yes, the backbone of Datadog infrastructure is sitting within AWS."
- Title: [Does it preserves history of logs?](https://www.g2.com/discussions/15058-does-it-preserves-history-of-logs) — 1 comment, 1 upvote
  > **Top comment:** "Depends on your plan, log retention can be 7,15, 30 days etc, for long term you need to setup s3 archiving"

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

No discussions available for this product.

### Splunk AppDynamics

- Title: [What is AppDynamics used for?](https://www.g2.com/discussions/what-is-appdynamics-used-for) — 1 comment
  > **Top comment:** "It is used as an APM tool(application performance monitoring)."
- Title: [Can AppDynamics be deployed on AWS?](https://www.g2.com/discussions/deployment-af457b1d-47b7-4791-a17e-8326806636f4) — 1 comment, 1 upvote
  > **Top comment:** "yes"
- Title: [Can AppDynamics be deployed on Azure?](https://www.g2.com/discussions/deployment-77972c17-0f50-40a5-9525-b508f40848e7) — 1 comment, 1 upvote
  > **Top comment:** "yes"
- Title: [Can AppDynamics be deployed in a private cloud?](https://www.g2.com/discussions/deployment-4e46e198-b0c9-463b-99ca-7fb6868e3070) — 1 comment, 1 upvote
  > **Top comment:** "yes"

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/datadog-vs-splunk-soar-security-orchestration-automation-and-response-vs-splunk-appdynamics)