# Datadog vs Splunk AppDynamics Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Datadog excels in overall user satisfaction, boasting a significantly higher G2 Score compared to Splunk AppDynamics. Users appreciate its ability to integrate infrastructure, applications, logs, and security signals into one platform, making it easier to understand complex environments.
- **Users say** that Splunk AppDynamics shines in its application performance monitoring capabilities, particularly for enterprise-level applications. Reviewers highlight its effectiveness in capturing server metrics and creating essential dashboards, which is crucial for performance engineers.
- **According to verified reviews** , Datadog&#39;s user interface is praised for its intuitiveness, allowing users to gain insights quickly. The ease of setting up Datadog agents is frequently mentioned, with many users noting that it can be ready to use in just a few clicks.
- **Reviewers mention** that while Splunk AppDynamics is effective for debugging issues, it may face challenges in meeting specific workflow needs for some users. Feedback indicates that configuration can be complex, which may hinder its usability for teams with unique requirements.
- **G2 reviewers highlight** that Datadog&#39;s recent reviews reflect a strong market presence, with a notable number of users actively sharing their positive experiences. This contrasts with Splunk AppDynamics, which has seen a lack of recent reviews, potentially indicating a decline in user engagement.
- **Users report** that both platforms offer quality support, but Datadog&#39;s responsiveness is frequently emphasized. Many users appreciate the quick assistance they receive, which enhances their overall experience and helps them resolve issues more efficiently.



| | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 722 | 375 | 
| **Largest Market Segment** | Mid-Market (47.2% of reviews) | Enterprise (54.3% of reviews) | 
| **Entry Level Price** | $0 Per host, per month | Start a free trial | 

---
## Top Pros & Cons

### Datadog

Pros:
- Ease of Use (158 reviews)
- Monitoring (150 reviews)

Cons:
- Expensive (102 reviews)
- Pricing Issues (81 reviews)

### Splunk AppDynamics

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

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

---
## Ratings Comparison
| Rating | Datadog | Splunk AppDynamics | 
|---|---|---|
  | **Meets Requirements** | 8.8 (534 reviews) | 8.6 (258 reviews) | 
  | **Ease of Use** | 8.2 (636 reviews) | 8.5 (257 reviews) | 
  | **Ease of Setup** | 8.3 (402 reviews) | 7.9 (118 reviews) | 
  | **Ease of Admin** | 8.3 (233 reviews) | 8.1 (117 reviews) | 
  | **Quality of Support** | 8.4 (474 reviews) | 8.3 (248 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (219 reviews) | 8.5 (113 reviews) | 
  | **Product Direction (% positive)** | 9.0 (516 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 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 AppDynamics** | N/A | N/A |

#### Operations

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

#### Cost Optimization

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

#### Administration

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

#### Agentic AI - Cloud Cost Management

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Website Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 78 |
| **Splunk AppDynamics** | N/A | N/A |

#### Functionality

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

#### Agentic AI - Website Monitoring

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

### Digital Experience Monitoring (DEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk AppDynamics** | 8.6/10 | 13 |

#### Experience

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Real-Time Monitoring** | Not enough data | 8.9 (9 reviews) | 
| **Session Replay** | Not enough data | 8.1 (9 reviews) | 
| **Behavioral Analysis** | Not enough data | 7.6 (9 reviews) | 

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

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

#### Management

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Content Management** | Not enough data | 8.0 (9 reviews) | 
| **Alerts** | Not enough data | 9.1 (9 reviews) | 
| **Budget Analysis** | Not enough data | 7.6 (9 reviews) | 

#### Performance

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Uptime Monitoring** | Not enough data | 9.3 (9 reviews) | 
| **Performance Monitoring** | Not enough data | 9.2 (8 reviews) | 
| **Issue Tracking** | Not enough data | 9.2 (8 reviews) | 
| **Resource Monitoring** | Not enough data | 8.7 (9 reviews) | 

### Database Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.7/10 | 111 |
| **Splunk AppDynamics** | N/A | N/A |

#### Functionality

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

#### Agentic AI - Database Monitoring

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

### Network Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.9/10 | 63 |
| **Splunk AppDynamics** | N/A | N/A |

#### Functionality

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

#### Monitoring - Network Monitoring

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **360-Degree Network Visibility** | 9.3 (5 reviews) | Not enough data | 
| **Automated Network Discovery** | 9.0 (5 reviews) | Not enough data | 
| **Real-Time Monitoring** | 9.3 (5 reviews) | Not enough data | 

#### Management

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Performance Baseline** | 8.7 (50 reviews) | Not enough data | 
| **Data Visualization** | 9.0 (51 reviews) | Not enough data | 
| **Path Analysis** | 8.8 (48 reviews) | Not enough data | 

#### Analytics - Network Monitoring

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Predictive Performance Analytics** | 9.0 (5 reviews) | Not enough data | 
| **Packet &amp; Flow Analysis** | 9.0 (5 reviews) | Not enough data | 

#### Security - Network Monitoring

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

#### Network Performance - Network Monitoring

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Dynamic Network Optimization** | 9.0 (5 reviews) | Not enough data | 
| **Automated Tasks Routing** | 9.0 (5 reviews) | Not enough data | 

#### AI Automation - Network Monitoring

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Machine Learning-Based Anomaly Detection** | 8.3 (5 reviews) | Not enough data | 
| **Self-Healing Networks** | 8.7 (5 reviews) | Not enough data | 
| **Predictive Network Maintenance** | 8.7 (5 reviews) | Not enough data | 

#### Agentic AI - Network Monitoring

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

### Cloud Infrastructure Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 152 |
| **Splunk AppDynamics** | 8.8/10 | 26 |

#### Monitoring

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Usage Monitoring** | 8.9 (121 reviews) | 8.8 (22 reviews) | 
| **Database Monitoring** | 8.6 (117 reviews) | 9.1 (22 reviews) | 
| **API Monitoring** | 8.8 (111 reviews) | 8.9 (22 reviews) | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | 8.8 (131 reviews) | 8.7 (21 reviews) | 
| **Security and Compliance Monitoring** | 8.5 (9 reviews) | Not enough data | 

#### Administration

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Activity Monitoring** | 8.5 (115 reviews) | 9.0 (21 reviews) | 
| **Multi-Cloud Management** | 8.5 (98 reviews) | 8.5 (20 reviews) | 
| **Automation** | 8.3 (94 reviews) | 8.5 (22 reviews) | 
| **Auto-Scaling &amp; Resource Optimization** | 8.5 (8 reviews) | Not enough data | 

#### Analysis

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Reporting** | 8.5 (114 reviews) | 8.9 (22 reviews) | 
| **Dashboards and Visualizations** | 8.9 (124 reviews) | 8.9 (22 reviews) | 
| **Spend Forecasting and Optimization** | Feature Not Available | 8.7 (19 reviews) | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Multi-step Planning** | 7.9 (8 reviews) | Not enough data | 
| **Cross-system Integration** | 8.9 (9 reviews) | Not enough data | 
| **Adaptive Learning** | 7.3 (8 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.5 (8 reviews) | Not enough data | 
| **Proactive Assistance** | 7.9 (8 reviews) | Not enough data | 
| **Decision Making** | 7.9 (7 reviews) | Not enough data | 

#### AI Automation - Cloud Infrastructure Monitoring

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **AI-Powered Anomaly Detection** | 8.1 (8 reviews) | Not enough data | 
| **AI-Driven Insight Recommendations** | 7.5 (8 reviews) | Not enough data | 

### Network Traffic Analysis (NTA)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.6/10 | 13 |
| **Splunk AppDynamics** | N/A | N/A |

#### Automation

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

#### Functionality

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Multi-Network Capability** | 8.7 (10 reviews) | Not enough data | 
| **Anomaly Detection** | 8.0 (10 reviews) | Not enough data | 
| **Network Visibility** | 8.0 (9 reviews) | Not enough data | 
| **Scalability** | 9.2 (10 reviews) | Not enough data | 

#### Incident Management

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Incident Logs** | 8.6 (12 reviews) | Not enough data | 
| **Incident Alerts** | 9.2 (12 reviews) | Not enough data | 
| **Incident Reporting** | 9.0 (12 reviews) | Not enough data | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 9.2/10 | 24 |
| **Splunk AppDynamics** | 8.9/10 | 29 |

#### Functionality

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Artificial Intelligence** | 9.1 (16 reviews) | 8.3 (22 reviews) | 
| **Machine Learning** | 8.5 (17 reviews) | 8.3 (22 reviews) | 
| **Systems Monitoring** | 9.4 (22 reviews) | 9.2 (27 reviews) | 

#### Issue Resolution

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Root Cause Identification** | 9.1 (20 reviews) | 9.1 (27 reviews) | 
| **Proactive Identification** | 9.1 (16 reviews) | 8.8 (27 reviews) | 
| **Resolution Guidance** | Feature Not Available | 8.8 (25 reviews) | 

#### Management

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **System Integration** | 8.7 (19 reviews) | 8.9 (27 reviews) | 
| **Alerting** | 9.6 (21 reviews) | 9.2 (26 reviews) | 
| **Reporting** | 9.0 (21 reviews) | 9.4 (27 reviews) | 

#### Generative AI

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - AIOps Platforms

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

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 110 |
| **Splunk AppDynamics** | N/A | N/A |

#### Visibility

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

#### Monitoring and Management

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

#### Agentic AI - Log Monitoring

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

### Server Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 80 |
| **Splunk AppDynamics** | N/A | N/A |

#### Visibility 

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

#### Monitoring and Management

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

#### Cloud environment support

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Server Monitoring For Cloud Deployments** | 8.1 (62 reviews) | Not enough data | 
| **Software Scaling** | 8.0 (59 reviews) | Not enough data | 

#### Agentic AI - Server Monitoring

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

### Enterprise Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.4/10 | 75 |
| **Splunk AppDynamics** | 8.8/10 | 19 |

#### Functionality

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Diverse Systems Monitoring** | 8.8 (51 reviews) | 9.3 (16 reviews) | 
| **Real-Time Analytics** | 8.8 (50 reviews) | 8.9 (17 reviews) | 
| **Observability** | 9.2 (64 reviews) | 8.9 (17 reviews) | 
| **AI/ML Integration** | 7.9 (44 reviews) | 8.2 (15 reviews) | 

#### Management

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Single Pane of Glass** | 8.8 (56 reviews) | 8.5 (17 reviews) | 
| **Dashboards and Visualization** | 8.7 (60 reviews) | 8.6 (17 reviews) | 
| **Performance Baselines** | 8.2 (44 reviews) | 8.9 (17 reviews) | 
| **Alerting** | 9.1 (56 reviews) | 9.3 (17 reviews) | 

#### Agentic AI - Enterprise Monitoring

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Autonomous Task Execution** | 7.8 (9 reviews) | Not enough data | 
| **Multi-step Planning** | 8.3 (9 reviews) | Not enough data | 
| **Cross-system Integration** | 8.3 (12 reviews) | Not enough data | 
| **Adaptive Learning** | 8.1 (9 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.5 (10 reviews) | Not enough data | 
| **Proactive Assistance** | 8.2 (10 reviews) | Not enough data | 
| **Decision Making** | 8.1 (9 reviews) | Not enough data | 

### IoT Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Data Sources

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Pre-Built Connectors** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Performance and Stability** | Not enough data | Not enough data | 

#### Analytics

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Queries** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 
| **Visualizations** | Not enough data | Not enough data | 
| **Insights** | Not enough data | Not enough data | 

#### Metrics

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Device Performance** | Not enough data | Not enough data | 
| **Operational Performance** | Not enough data | Not enough data | 
| **Environmental Conditions** | Not enough data | Not enough data | 
| **Resource Usage** | Not enough data | Not enough data | 

### IoT Device Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Device Recognition

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Device Discovery** | Not enough data | Not enough data | 
| **Device Types** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 

#### Monitoring

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Device Status** | Not enough data | Not enough data | 
| **Alerts &amp; Notifications** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 

#### Provisioning

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Remote Configuration** | Not enough data | Not enough data | 
| **Event Triggering** | Not enough data | Not enough data | 
| **Device Diagnostics &amp; Repair** | Feature Not Available | Not enough data | 
| **Firmware Updates** | Feature Not Available | Not enough data | 

### ServiceNow Store Apps

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk AppDynamics** | 8.7/10 | 12 |

#### ServiceNow Apps

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **ServiceNow Integration** | Not enough data | 8.6 (11 reviews) | 
| **Value** | Not enough data | 8.8 (11 reviews) | 

#### Agentic AI - ServiceNow Store Apps

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Log Analysis

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 82 |
| **Splunk AppDynamics** | N/A | N/A |

#### Data Preparation

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

#### Analysis

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

#### Visualization

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Dashboards** | 8.9 (75 reviews) ✓ Verified | Not enough data | 
| **Data Discovery** | 8.7 (64 reviews) ✓ Verified | Not enough data | 

#### Agentic AI - Log Analysis

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

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.4/10 | 152 |
| **Splunk AppDynamics** | 9.0/10 | 31 |

#### Monitoring

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Performance Baselines** | 8.6 (113 reviews) | 9.2 (10 reviews) | 
| **Performance Analysis** | 8.9 (106 reviews) | 9.7 (10 reviews) | 
| **Performance Monitoring** | 8.9 (120 reviews) | 9.7 (10 reviews) | 
| **AI/ML Assistance** | 7.3 (99 reviews) | 8.7 (9 reviews) | 
| **Multi-System Monitoring** | 8.5 (106 reviews) | 8.8 (10 reviews) | 

#### Response

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Dashboards and Visualization** | 8.9 (123 reviews) | 9.7 (10 reviews) | 
| **Incident Alerting** | 8.8 (111 reviews) | 8.8 (10 reviews) | 
| **Root Cause Analysis (RCA)** | 8.0 (107 reviews) | 9.3 (10 reviews) | 

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

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

#### Performance

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Real User Monitoring (RUM)** | 8.6 (119 reviews) | 8.9 (26 reviews) | 
| **Second by Second Metrics** | 8.3 (103 reviews) | 8.5 (25 reviews) | 

#### Functionality

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Synthetic Monitoring** | 8.5 (106 reviews) | 8.8 (26 reviews) | 
| **Dynamic Transaction Mapping** | 8.1 (96 reviews) | 8.9 (23 reviews) | 
| **Load Balancing** | Feature Not Available | 8.5 (27 reviews) | 
| **Cloud Observability** | 8.5 (112 reviews) | 8.5 (25 reviews) | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.5/10 | 52 |
| **Splunk AppDynamics** | N/A | N/A |

#### Alerts management

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Multi-mode alerts** | 8.7 (43 reviews) | Not enough data | 
| **Opimization alerts** | 8.0 (45 reviews) | Not enough data | 
| **Incident alerts** | 8.6 (47 reviews) | Not enough data | 

#### Monitoring

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

#### Automation

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Resolution automation** | 8.2 (38 reviews) | Not enough data | 
| **Automation** | 8.4 (36 reviews) | Not enough data | 

#### Analysis

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Search** | 8.2 (41 reviews) | Not enough data | 
| **Reporting** | 8.3 (44 reviews) | Not enough data | 
| **Visualization** | 9.1 (43 reviews) | Not enough data | 
| **Track trends** | 8.5 (42 reviews) | Not enough data | 

#### Issue Resolution

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Root cause identification** | 8.3 (37 reviews) | Not enough data | 
| **Resolution guidance** | 7.6 (39 reviews) | Not enough data | 
| **Proactive identification** | 8.4 (35 reviews) | Not enough data | 

### IT Alerting

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.0/10 | 18 |
| **Splunk AppDynamics** | N/A | N/A |

#### Generative AI

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **AI Text Generation** | 7.5 (17 reviews) | Not enough data | 

#### Agentic AI - IT Alerting

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

### Observability Pipeline

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 7.1/10 | 9 |
| **Splunk AppDynamics** | N/A | N/A |

#### Data Management - Observability Pipeline

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

#### Performance - Observability Pipeline

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Cost Reduction** | 6.7 (8 reviews) | Not enough data | 
| **Pipeline Visualization** | 8.1 (9 reviews) | Not enough data | 
| **Platform Agnostic Integration** | 7.0 (9 reviews) | Not enough data | 

#### AI - Observability Pipeline

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Root Cause Analysis** | 6.4 (7 reviews) | Not enough data | 
| **Alert Fatigue Reduction** | 6.1 (6 reviews) | Not enough data | 
| **Anomaly Detection** | 6.7 (6 reviews) | Not enough data | 

#### Compliance - Observability Pipeline

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Compliance Maintenance** | 6.9 (6 reviews) | Not enough data | 
| **Sensitive Data Detection** | 6.1 (6 reviews) | Not enough data | 

#### Agentic AI - Observability Pipeline

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

### Observability Software

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.7/10 | 13 |
| **Splunk AppDynamics** | N/A | N/A |

#### Telemetry Collection &amp; Ingestion - Observability

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Multi-Telemetry Ingestion** | 8.3 (10 reviews) | Not enough data | 
| **OpenTelemetry Support** | 8.8 (8 reviews) | Not enough data | 

#### Agentic AI - Observability Software

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

#### Visualization &amp; Dashboards - Observability

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Service Dependency Mapping** | 8.7 (9 reviews) | Not enough data | 
| **Unified Dashboard** | 9.0 (10 reviews) | Not enough data | 
| **Trace Visualization** | 8.8 (8 reviews) | Not enough data | 

#### Correlation &amp; Root Cause Analysis - Observability

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Cross-Telemetry Correlation** | 9.2 (10 reviews) | Not enough data | 
| **Root Cause Detection** | 8.3 (9 reviews) | Not enough data | 
| **Intelligent Alerting** | 8.7 (10 reviews) | Not enough data | 

#### Scalability &amp; Ecosystem Integration - Observability

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Kubernetes Monitoring** | 9.3 (9 reviews) | Not enough data | 
| **Hybrid/Multi-Cloud Support** | 8.5 (8 reviews) | Not enough data | 

#### AI Features - Observability

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Predictive Insights** | 7.9 (8 reviews) | Not enough data | 
| **AI-Generated Incident Summaries** | 8.8 (8 reviews) | Not enough data | 
| **AI Anomaly Detection** | 8.3 (8 reviews) | Not enough data | 

### SAP Store

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Splunk AppDynamics** | N/A | N/A |

#### Agentic AI - SAP Store

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

### Security Information and Event Management (SIEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.8/10 | 15 |
| **Splunk AppDynamics** | N/A | N/A |

#### Network Management

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Activity Monitoring** | 8.9 (12 reviews) | Not enough data | 
| **Asset Management** | 8.3 (11 reviews) | Not enough data | 
| **Log Management** | 9.5 (13 reviews) | Not enough data | 

#### Incident Management

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Event Management** | 9.3 (12 reviews) | Not enough data | 
| **Automated Response** | 9.2 (11 reviews) | Not enough data | 
| **Incident Reporting** | 9.2 (12 reviews) | Not enough data | 

#### Security Intelligence

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

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

| Feature | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (7):** [Observability Software](https://www.g2.com/categories/observability-software), [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [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), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem)

**Unique to Datadog (14):** [Observability Pipeline Software](https://www.g2.com/categories/observability-pipeline), [Server Monitoring Software](https://www.g2.com/categories/server-monitoring), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [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), [IT Alerting Software](https://www.g2.com/categories/it-alerting), [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), [Network Monitoring Software](https://www.g2.com/categories/network-monitoring), [Cloud Cost Management Tools](https://www.g2.com/categories/cloud-cost-management)

**Unique to Splunk AppDynamics (2):** [ServiceNow Marketplace Apps](https://www.g2.com/categories/servicenow-store-apps), [SAP Store Software](https://www.g2.com/categories/sap-store)


---
## Reviewer Demographics

### By Company Size

| Segment | Datadog | Splunk AppDynamics | 
|---|---|---|
| **Small-Business** | 19.0% | 17.0% | 
| **Mid-Market** | 47.2% | 28.7% | 
| **Enterprise** | 33.8% | 54.3% | 

### By Industry

#### Datadog

- **Information Technology and Services:** 18.4%
- **Computer Software:** 17.9%
- **Financial Services:** 8.9%
- **Internet:** 4.0%
- **Computer &amp; Network Security:** 3.3%
- **Retail:** 2.9%
- **Banking:** 2.4%
- **Hospital &amp; Health Care:** 2.3%
- **Insurance:** 1.9%
- **Marketing and Advertising:** 1.6%
- **Other:** 36.4%

#### 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 &amp; Health Care:** 2.7%
- **Internet:** 2.7%
- **Leisure, Travel &amp; 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 (479 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (303 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 (642 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 (324 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (436 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (402 reviews)
- [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) — 4.3/5 stars (855 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 (479 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (642 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 (402 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 (160 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 (215 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 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-appdynamics)

