# Datadog, Wiz vs Splunk Enterprise Comparison

| | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.7 out of 5 | 4.3 out of 5 | 
| **Total Reviews** | 705 | 794 | 433 | 
| **Largest Market Segment** | Mid-Market (47.1% of reviews) | Enterprise (54.7% of reviews) | Enterprise (63.9% of reviews) | 
| **Entry Level Price** | $0 Per host, per month | No pricing available | No pricing available | 

---
## Top Pros & Cons

### Datadog

Pros:
- Monitoring (150 reviews)
- Ease of Use (145 reviews)

Cons:
- Expensive (92 reviews)
- Learning Curve (75 reviews)

### Wiz

Pros:
- Features (110 reviews)
- Security (107 reviews)

Cons:
- Improvement Needed (35 reviews)
- Learning Curve (34 reviews)

### Splunk Enterprise

Pros:
- Ease of Use (46 reviews)
- Log Management (31 reviews)

Cons:
- Expensive (32 reviews)
- Learning Curve (29 reviews)

---
## Ratings Comparison
| Rating | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
  | **Meets Requirements** | 8.8 (525 reviews) | 9.1 (654 reviews) | 8.9 (343 reviews) | 
  | **Ease of Use** | 8.2 (627 reviews) | 8.8 (659 reviews) | 8.1 (348 reviews) | 
  | **Ease of Setup** | 8.3 (393 reviews) | 9.1 (519 reviews) | 7.9 (150 reviews) | 
  | **Ease of Admin** | 8.3 (233 reviews) | 9.0 (488 reviews) | 8.1 (127 reviews) | 
  | **Quality of Support** | 8.3 (466 reviews) | 9.2 (624 reviews) | 8.4 (285 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (219 reviews) | 9.4 (477 reviews) | 8.7 (127 reviews) | 
  | **Product Direction (% positive)** | 9.0 (509 reviews) | 9.8 (611 reviews) | 7.8 (333 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

### Wiz

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Splunk Enterprise

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

---
## Features Comparison By Category

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | 9.4/10 | 12 |

#### Reports

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Reports Interface** | Not enough data | Not enough data | Not enough data | 
| **Steps to Answer** | Not enough data | Not enough data | Not enough data | 
| **Graphs and Charts** | Not enough data | Not enough data | Not enough data | 
| **Score Cards** | Not enough data | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Connectors** | Not enough data | Not enough data | Not enough data | 
| **Data Governance** | Not enough data | Not enough data | Not enough data | 

#### Data Modeling and Blending

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Data Querying** | Not enough data | Not enough data | Not enough data | 
| **Data Filtering** | Not enough data | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 - Analytics Platforms

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | 

#### Self Service 

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **No-code Dashboard Builder** | Not enough data | Not enough data | Not enough data | 
| **Report Scheduling and Automation** | Not enough data | Not enough data | Not enough data | 
| **Embedded Analytics and White-labeling** | Not enough data | Not enough data | Not enough data | 
| **Data Source Connectivity** | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Large data handling and Query Speed** | Not enough data | Not enough data | Not enough data | 
| **Concurrent User Support** | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Data Modeling and Governance** | Not enough data | Not enough data | Not enough data | 
| **Notebook and Script Integration** | Not enough data | Not enough data | Not enough data | 
| **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Queries** | Not enough data | Not enough data | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | Not enough data | 
| **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | Not enough data | 
| **Role-based Insight Personalization** | Not enough data | Not enough data | Not enough data | 
| **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | Not enough data | 

#### Building Reports

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 9.7 (5 reviews) | 
| **Data Modeling** | Not enough data | Not enough data | 9.7 (5 reviews) | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 9.0 (5 reviews) | 
| **Integration APIs** | Not enough data | Not enough data | 9.3 (5 reviews) | 

### Cloud Cost Management

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 7.8/10 | 8 |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Operations

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | 

### Cloud Workload Protection Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 8.8/10 | 129 |
| **Splunk Enterprise** | N/A | N/A |

#### Management

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Dashboards and Reports** | Not enough data | 8.7 (120 reviews) | Not enough data | 
| **Workflow Management** | Not enough data | 8.4 (107 reviews) | Not enough data | 
| **Administration Console** | Not enough data | 9.3 (120 reviews) | Not enough data | 

#### Operations

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Governance** | Not enough data | 8.9 (107 reviews) | Not enough data | 
| **Logging and Reporting** | Not enough data | 8.6 (110 reviews) | Not enough data | 
| **API / Integrations** | Not enough data | 9.0 (112 reviews) | Not enough data | 

#### Security Controls 

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Anomaly Detection** | Not enough data | 8.6 (76 reviews) | Not enough data | 
| **Data Loss Prevention** | Not enough data | Feature Not Available | Not enough data | 
| **Security Auditing** | Not enough data | 9.1 (108 reviews) | Not enough data | 
| **Cloud Gap Analytics** | Not enough data | Feature Not Available | Not enough data | 

### Container Security

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 8.4/10 | 210 |
| **Splunk Enterprise** | N/A | N/A |

#### Administration

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Risk Scoring** | Not enough data | 9.0 (194 reviews) | Not enough data | 
| **Secrets Management** | Not enough data | 8.2 (183 reviews) | Not enough data | 
| **Security Auditing** | Not enough data | 9.1 (199 reviews) | Not enough data | 
| **Configuration Management** | Not enough data | 8.9 (191 reviews) | Not enough data | 

#### Monitoring

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Continuous Image Assurance** | Not enough data | 8.4 (169 reviews) | Not enough data | 
| **Behavior Monitoring** | Not enough data | 7.9 (162 reviews) | Not enough data | 
| **Observability** | Not enough data | 8.6 (180 reviews) | Not enough data | 

#### Protection

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Dynamic Image Scanning** | Not enough data | 8.5 (174 reviews) | Not enough data | 
| **Runtime Protection** | Not enough data | 8.0 (169 reviews) | Not enough data | 
| **Workload Protection** | Not enough data | Feature Not Available | Not enough data | 
| **Network Segmentation** | Not enough data | 7.7 (163 reviews) | Not enough data | 

### Website Monitoring

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

#### Functionality

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Experience

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Real-Time Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Session Replay** | Not enough data | Not enough data | Not enough data | 
| **Behavioral Analysis** | Not enough data | Not enough data | Not enough data | 

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

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Content Management** | Not enough data | Not enough data | Not enough data | 
| **Alerts** | Not enough data | Not enough data | Not enough data | 
| **Budget Analysis** | Not enough data | Not enough data | Not enough data | 

#### Performance

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Uptime Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | Not enough data | 
| **Resource Monitoring** | Not enough data | Not enough data | Not enough data | 

### Cloud Compliance

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 8.6/10 | 293 |
| **Splunk Enterprise** | N/A | N/A |

#### Security

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Compliance Monitoring** | Not enough data | 9.0 (276 reviews) | Not enough data | 
| **Anomoly Detection** | Not enough data | 8.3 (224 reviews) | Not enough data | 
| **Data Loss Prevention** | Not enough data | Feature Not Available | Not enough data | 
| **Cloud Gap Analytics** | Not enough data | 8.9 (250 reviews) | Not enough data | 

#### Compliance

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Governance** | Not enough data | 8.7 (245 reviews) | Not enough data | 
| **Data Governance** | Not enough data | 8.4 (231 reviews) | Not enough data | 
| **Sensitive Data Compliance** | Not enough data | 8.3 (230 reviews) | Not enough data | 

#### Administration

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Policy Enforcement** | Not enough data | 8.5 (259 reviews) | Not enough data | 
| **Auditing** | Not enough data | 8.6 (233 reviews) | Not enough data | 
| **Workflow Management** | Not enough data | 8.3 (248 reviews) | Not enough data | 

### Database Monitoring

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

#### Functionality

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | 

### Customer Data Platform (CDP)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Data Sourcing

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Data Enrichment** | Not enough data | Not enough data | Not enough data | 
| **Expandability** | Not enough data | Not enough data | Not enough data | 
| **Content Marketing** | Not enough data | Not enough data | Not enough data | 
| **Multiple Devices** | Not enough data | Not enough data | Not enough data | 

#### Intelligence

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Marketing Metrics** | Not enough data | Not enough data | Not enough data | 
| **Predictive Modeling** | Not enough data | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | Not enough data | 

### Vulnerability Scanner

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 8.2/10 | 302 |
| **Splunk Enterprise** | N/A | N/A |

#### Performance

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Issue Tracking** | Not enough data | 8.4 (283 reviews) | Not enough data | 
| **Detection Rate** | Not enough data | 8.8 (277 reviews) | Not enough data | 
| **False Positives** | Not enough data | 7.4 (275 reviews) | Not enough data | 
| **Automated Scans** | Not enough data | 9.0 (282 reviews) | Not enough data | 

#### Network

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Compliance Testing** | Not enough data | 8.6 (259 reviews) | Not enough data | 
| **Perimeter Scanning** | Not enough data | 8.5 (255 reviews) | Not enough data | 
| **Configuration Monitoring** | Not enough data | 8.8 (275 reviews) | Not enough data | 

#### Application

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Manual Application Testing** | Not enough data | Feature Not Available | Not enough data | 
| **Static Code Analysis** | Not enough data | Feature Not Available | Not enough data | 
| **Black Box Testing** | Not enough data | Feature Not Available | Not enough data | 

#### Agentic AI - Vulnerability Scanner

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.4 (29 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.3 (30 reviews) | Not enough data | 

### Network Monitoring

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

#### Functionality

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Monitoring

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Usage Monitoring** | 8.9 (121 reviews) | Not enough data | Not enough data | 
| **Database Monitoring** | 8.6 (117 reviews) | Not enough data | Not enough data | 
| **API Monitoring** | 8.8 (111 reviews) | Not enough data | Not enough data | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | 8.8 (130 reviews) | Not enough data | Not enough data | 
| **Security and Compliance Monitoring** | 8.3 (8 reviews) | Not enough data | Not enough data | 

#### Administration

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Activity Monitoring** | 8.5 (115 reviews) | Not enough data | Not enough data | 
| **Multi-Cloud Management** | 8.5 (97 reviews) | Not enough data | Not enough data | 
| **Automation** | 8.3 (94 reviews) | Not enough data | Not enough data | 
| **Auto-Scaling & Resource Optimization** | 8.5 (8 reviews) | Not enough data | Not enough data | 

#### Analysis

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Reporting** | 8.5 (113 reviews) | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | 8.9 (122 reviews) | Not enough data | Not enough data | 
| **Spend Forecasting and Optimization** | Feature Not Available | Not enough data | Not enough data | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Automation

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | 

### Software Composition Analysis

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 9.1/10 | 68 |
| **Splunk Enterprise** | N/A | N/A |

#### Functionality - Software Composition Analysis 

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Language Support** | Not enough data | 8.8 (54 reviews) | Not enough data | 
| **Integration** | Not enough data | 9.3 (61 reviews) | Not enough data | 
| **Transparency** | Not enough data | 9.2 (56 reviews) | Not enough data | 

#### Effectiveness - Software Composition Analysis

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Remediation Suggestions** | Not enough data | 8.8 (60 reviews) | Not enough data | 
| **Continuous Monitoring** | Not enough data | 9.2 (58 reviews) | Not enough data | 
| **Thorough Detection** | Not enough data | 9.2 (60 reviews) | Not enough data | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 9.1/10 | 23 |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | 7.3/10 | 13 |

#### Functionality

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Artificial Intelligence** | 9.1 (16 reviews) | Not enough data | 7.0 (9 reviews) | 
| **Machine Learning** | 8.5 (17 reviews) | Not enough data | 6.5 (9 reviews) | 
| **Systems Monitoring** | 9.4 (21 reviews) | Not enough data | 7.9 (12 reviews) | 

#### Issue Resolution

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Root Cause Identification** | 9.0 (19 reviews) | Not enough data | 7.1 (11 reviews) | 
| **Proactive Identification** | 9.1 (16 reviews) | Not enough data | 6.8 (10 reviews) | 
| **Resolution Guidance** | Feature Not Available | Not enough data | 6.8 (10 reviews) | 

#### Management

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **System Integration** | 8.7 (19 reviews) | Not enough data | 7.7 (10 reviews) | 
| **Alerting** | 9.6 (20 reviews) | Not enough data | 8.2 (12 reviews) | 
| **Reporting** | 9.0 (20 reviews) | Not enough data | 7.9 (12 reviews) | 

#### Generative AI

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | 

### Hardware Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | 8.9/10 | 23 |

#### Visibility

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Dashboards and Visualizations** | Not enough data | Not enough data | 9.3 (19 reviews) | 
| **Alerts and Notifications** | Not enough data | Not enough data | 8.9 (20 reviews) | 
| **Reporting** | Not enough data | Not enough data | 9.2 (20 reviews) | 

#### Monitoring and Management

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

#### Agentic AI - Hardware Monitoring

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Autonomous Task Execution** | 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 | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Log Monitoring

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

#### Visibility

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Visibility 

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | 8.8/10 | 82 |

#### Functionality

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Diverse Systems Monitoring** | 8.7 (50 reviews) | Not enough data | 8.9 (65 reviews) | 
| **Real-Time Analytics** | 8.8 (50 reviews) | Not enough data | 8.8 (68 reviews) | 
| **Observability** | 9.1 (62 reviews) | Not enough data | 9.1 (70 reviews) | 
| **AI/ML Integration** | 7.9 (43 reviews) | Not enough data | 7.8 (55 reviews) | 

#### Management

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Single Pane of Glass** | 8.7 (54 reviews) | Not enough data | 8.4 (59 reviews) | 
| **Dashboards and Visualization** | 8.6 (58 reviews) | Not enough data | 9.0 (68 reviews) | 
| **Performance Baselines** | 8.2 (44 reviews) | Not enough data | 8.5 (61 reviews) | 
| **Alerting** | 9.0 (54 reviews) | Not enough data | 9.0 (62 reviews) | 

#### Agentic AI - Enterprise Monitoring

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | 9.5 (7 reviews) | 
| **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 | 

### Cloud Security Monitoring and Analytics

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 8.2/10 | 250 |
| **Splunk Enterprise** | N/A | N/A |

#### Activity Monitoring

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Usage Monitoring** | Not enough data | Feature Not Available | Not enough data | 
| **Database Monitoring** | Not enough data | Feature Not Available | Not enough data | 
| **API Monitoring** | Not enough data | 7.5 (184 reviews) | Not enough data | 
| **Activity Monitoring** | Not enough data | 8.0 (196 reviews) | Not enough data | 

#### Security

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Compliance Monitoring** | Not enough data | 8.6 (204 reviews) | Not enough data | 
| **Risk Analysis** | Not enough data | 8.9 (217 reviews) | Not enough data | 
| **Reporting** | Not enough data | 8.4 (221 reviews) | Not enough data | 

#### Administration

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Security Automation** | Not enough data | 8.4 (201 reviews) | Not enough data | 
| **Security Integration** | Not enough data | 8.7 (213 reviews) | Not enough data | 
| **Multicloud Visibility** | Not enough data | 9.1 (213 reviews) | Not enough data | 

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

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.5 (20 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.4 (21 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 7.5 (19 reviews) | Not enough data | 

### IoT Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Data Sources

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Device Recognition

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | 9.0/10 | 8 |

#### ServiceNow Apps

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **ServiceNow Integration** | Not enough data | Not enough data | Not enough data | 
| **Value** | Not enough data | Not enough data | 9.0 (5 reviews) | 

#### Agentic AI - ServiceNow Store Apps

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | 8.6/10 | 76 |

#### Data Preparation

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Data Sources** | 8.6 (66 reviews) ✓ Verified | Not enough data | 9.0 (67 reviews) ✓ Verified | 
| **Indexing** | 8.5 (65 reviews) ✓ Verified | Not enough data | 8.8 (66 reviews) ✓ Verified | 
| **Automated Tagging** | 8.0 (62 reviews) ✓ Verified | Not enough data | 8.0 (61 reviews) ✓ Verified | 
| **Data Blending** | 8.0 (64 reviews) ✓ Verified | Not enough data | 8.3 (61 reviews) ✓ Verified | 

#### Analysis

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Track Trends** | 8.6 (61 reviews) ✓ Verified | Not enough data | 8.3 (60 reviews) ✓ Verified | 
| **Detect Anomalies** | 8.4 (68 reviews) ✓ Verified | Not enough data | 8.3 (62 reviews) ✓ Verified | 
| **Metric and Event Data** | 8.8 (68 reviews) ✓ Verified | Not enough data | 8.8 (62 reviews) ✓ Verified | 
| **Search** | 8.5 (71 reviews) ✓ Verified | Not enough data | 8.7 (67 reviews) ✓ Verified | 
| **Alerts** | 8.6 (62 reviews) ✓ Verified | Not enough data | 8.8 (63 reviews) ✓ Verified | 
| **Live Tail** | 8.8 (60 reviews) ✓ Verified | Not enough data | 8.2 (53 reviews) ✓ Verified | 

#### Visualization

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Dashboards** | 8.9 (75 reviews) ✓ Verified | Not enough data | 8.8 (68 reviews) ✓ Verified | 
| **Data Discovery** | 8.7 (64 reviews) ✓ Verified | Not enough data | 8.7 (64 reviews) ✓ Verified | 

#### Agentic AI - Log Analysis

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Monitoring

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Performance Baselines** | 8.6 (113 reviews) | Not enough data | Not enough data | 
| **Performance Analysis** | 8.9 (106 reviews) | Not enough data | Not enough data | 
| **Performance Monitoring** | 8.9 (118 reviews) | Not enough data | Not enough data | 
| **AI/ML Assistance** | 7.3 (99 reviews) | Not enough data | Not enough data | 
| **Multi-System Monitoring** | 8.4 (105 reviews) | Not enough data | Not enough data | 

#### Response

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Dashboards and Visualization** | 8.9 (123 reviews) | Not enough data | Not enough data | 
| **Incident Alerting** | 8.8 (110 reviews) | Not enough data | Not enough data | 
| **Root Cause Analysis (RCA)** | 8.0 (107 reviews) | Not enough data | Not enough data | 

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

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Real User Monitoring (RUM)** | 8.5 (118 reviews) | Not enough data | Not enough data | 
| **Second by Second Metrics** | 8.3 (103 reviews) | Not enough data | Not enough data | 

#### Functionality

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Synthetic Monitoring** | 8.5 (106 reviews) | Not enough data | Not enough data | 
| **Dynamic Transaction Mapping** | 8.1 (96 reviews) | Not enough data | Not enough data | 
| **Load Balancing** | Feature Not Available | Not enough data | Not enough data | 
| **Cloud Observability** | 8.5 (112 reviews) | Not enough data | Not enough data | 

### Extended Detection and Response (XDR) Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 8.9/10 | 33 |
| **Splunk Enterprise** | N/A | N/A |

#### Detection & Response

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Response Automation** | Not enough data | 9.1 (27 reviews) | Not enough data | 
| **Threat Hunting** | Not enough data | 9.2 (26 reviews) | Not enough data | 
| **Rule-Based Detection** | Not enough data | 9.6 (26 reviews) | Not enough data | 
| **Real-Time Detection** | Not enough data | 8.5 (28 reviews) | Not enough data | 

#### Management

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Extensibility** | Not enough data | 8.6 (26 reviews) | Not enough data | 
| **Workflow Automation** | Not enough data | 8.9 (25 reviews) | Not enough data | 
| **Unified Visibility** | Not enough data | 9.2 (23 reviews) | Not enough data | 

#### Analytics

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Threat Intelligence** | Not enough data | 8.8 (27 reviews) | Not enough data | 
| **Artificial Intelligence & Machine Learning** | Not enough data | 8.2 (26 reviews) | Not enough data | 
| **Data Collection** | Not enough data | 8.8 (27 reviews) | Not enough data | 

#### Agentic AI - Extended Detection and Response (XDR) Platforms

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | 

#### Services - Extended Detection and Response (XDR)

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Managed Services** | Not enough data | Not enough data | Not enough data | 

### Cloud Security Posture Management (CSPM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 8.8/10 | 341 |
| **Splunk Enterprise** | N/A | N/A |

#### Configuration

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **DLP Configuration** | Not enough data | Feature Not Available | Not enough data | 
| **Configuration Monitoring** | Not enough data | 8.9 (279 reviews) | Not enough data | 
| **Unified Policy Management** | Not enough data | 8.4 (251 reviews) | Not enough data | 
| **Adaptive Access Control** | Not enough data | 8.1 (248 reviews) | Not enough data | 
| **API / Integrations** | Not enough data | 8.5 (273 reviews) | Not enough data | 

#### Visibility

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Multicloud Visibility** | Not enough data | 9.3 (298 reviews) | Not enough data | 
| **Asset Discovery** | Not enough data | 9.2 (290 reviews) | Not enough data | 

#### Vulnerability Management

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Threat Hunting** | Not enough data | 8.4 (268 reviews) | Not enough data | 
| **Vulnerability Scanning** | Not enough data | 9.2 (304 reviews) | Not enough data | 
| **Vulnerability Intelligence** | Not enough data | 9.0 (279 reviews) | Not enough data | 
| **Risk-Prioritization** | Not enough data | 9.1 (302 reviews) | Not enough data | 

### Attack Surface Management

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 8.6/10 | 223 |
| **Splunk Enterprise** | N/A | N/A |

#### Asset Management

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Asset Discovery** | Not enough data | 9.3 (193 reviews) | Not enough data | 
| **Shadow IT Detection** | Not enough data | 8.0 (167 reviews) | Not enough data | 
| **Change Management** | Not enough data | 7.6 (163 reviews) | Not enough data | 

#### Monitoring

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Gap Analysis** | Not enough data | 8.5 (177 reviews) | Not enough data | 
| **Vulnerability Intelligence** | Not enough data | 9.0 (191 reviews) | Not enough data | 
| **Compliance Monitoring** | Not enough data | 8.8 (180 reviews) | Not enough data | 
| **Continuous Monitoring** | Not enough data | 9.0 (188 reviews) | Not enough data | 

#### Risk Management

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Risk-Prioritization** | Not enough data | 9.2 (207 reviews) | Not enough data | 
| **Reconnaissance** | Not enough data | 8.6 (195 reviews) | Not enough data | 
| **At-Risk Analysis** | Not enough data | 8.7 (192 reviews) | Not enough data | 
| **Threat Intelligence** | Not enough data | 8.5 (196 reviews) | Not enough data | 

#### Generative AI

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **AI Text Summarization** | Not enough data | 8.0 (101 reviews) | Not enough data | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.5/10 | 52 |
| **Wiz** | 8.6/10 | 135 |
| **Splunk Enterprise** | N/A | N/A |

#### Alerts management

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Multi-mode alerts** | 8.7 (43 reviews) | 8.8 (109 reviews) | Not enough data | 
| **Opimization alerts** | 8.0 (45 reviews) | 8.5 (110 reviews) | Not enough data | 
| **Incident alerts** | 8.6 (47 reviews) | 9.0 (119 reviews) | Not enough data | 

#### Monitoring

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Resource utilization** | 8.6 (39 reviews) | 8.4 (104 reviews) | Not enough data | 
| **Real-time monitoring** | 9.1 (41 reviews) | 8.5 (115 reviews) | Not enough data | 
| **Performance baseline** | 8.7 (43 reviews) | 8.4 (101 reviews) | Not enough data | 
| **API monitoring** | 9.0 (38 reviews) | 7.8 (104 reviews) | Not enough data | 

#### Automation

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Resolution automation** | 8.2 (38 reviews) | 8.2 (109 reviews) | Not enough data | 
| **Automation** | 8.4 (36 reviews) | 8.6 (112 reviews) | Not enough data | 

#### Analysis

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Search** | 8.2 (41 reviews) | 8.7 (126 reviews) | Not enough data | 
| **Reporting** | 8.3 (44 reviews) | 8.5 (123 reviews) | Not enough data | 
| **Visualization** | 9.1 (43 reviews) | 9.3 (126 reviews) | Not enough data | 
| **Track trends** | 8.5 (42 reviews) | 8.5 (114 reviews) | Not enough data | 

#### Issue Resolution

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Root cause identification** | 8.3 (37 reviews) | 8.6 (117 reviews) | Not enough data | 
| **Resolution guidance** | 7.6 (39 reviews) | 8.9 (122 reviews) | Not enough data | 
| **Proactive identification** | 8.4 (35 reviews) | 9.0 (114 reviews) | Not enough data | 

### IT Alerting

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

#### Generative AI

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

#### Agentic AI - IT Alerting

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | 

### Cloud Infrastructure Entitlement Management (CIEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 8.2/10 | 52 |
| **Splunk Enterprise** | N/A | N/A |

#### Access control - Cloud Infrastructure Entitlement Management (CIEM)

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Policy Management** | Not enough data | 8.1 (44 reviews) | Not enough data | 
| **Fine-Grained Access Control** | Not enough data | 8.7 (45 reviews) | Not enough data | 
| **Role-Based Access Control (RBAC)** | Not enough data | 8.5 (45 reviews) | Not enough data | 
| **AI-driven access control** | Not enough data | 6.8 (43 reviews) | Not enough data | 

#### Monitoring - Cloud Infrastructure Entitlement Management (CIEM)

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Monitoring** | Not enough data | 8.4 (47 reviews) | Not enough data | 
| **AI-based detection** | Not enough data | 7.2 (46 reviews) | Not enough data | 

#### Auditing - Cloud Infrastructure Entitlement Management (CIEM)

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Visibility** | Not enough data | 9.0 (50 reviews) | Not enough data | 
| **Compliance Reporting** | Not enough data | 8.9 (49 reviews) | Not enough data | 

### Observability Pipeline

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

#### Data Management - Observability Pipeline

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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-Native Application Protection Platform (CNAPP)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 9.1/10 | 30 |
| **Splunk Enterprise** | N/A | N/A |

#### Security - Cloud-Native Application Protection Platform (CNAPP)

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Workload and container security** | Not enough data | 9.5 (21 reviews) | Not enough data | 
| **Threat detection and response** | Not enough data | 9.3 (20 reviews) | Not enough data | 
| **DevSecOps Integrations** | Not enough data | 9.0 (21 reviews) | Not enough data | 
| **Unified Visibility** | Not enough data | 9.6 (24 reviews) | Not enough data | 

#### Artificial Intelligence - Cloud-Native Application Protection Platform (CNAPP)

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Intelligent remediations and suggestions** | Not enough data | 9.0 (20 reviews) | Not enough data | 
| **Risk prioritization** | Not enough data | 9.2 (24 reviews) | Not enough data | 
| **Anomaly detection using machine learning** | Not enough data | 9.0 (18 reviews) | Not enough data | 

#### Cloud Configuration Management - Cloud-Native Application Protection Platform (CNAPP)

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Multi-cloud visibility** | Not enough data | 9.5 (23 reviews) | Not enough data | 
| **Cloud Security Posture Management (CSPM)** | Not enough data | 9.5 (21 reviews) | Not enough data | 

#### Agentic AI - Cloud-Native Application Protection Platform (CNAPP)

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.9 (18 reviews) | Not enough data | 
| **Adaptive Learning** | Not enough data | 8.1 (17 reviews) | Not enough data | 

### Exposure Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 7.6/10 | 16 |
| **Splunk Enterprise** | N/A | N/A |

#### Generative AI - Exposure Management Platforms

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | 6.2 (14 reviews) | Not enough data | 
| **Automated Threat Detection** | Not enough data | 5.9 (13 reviews) | Not enough data | 

#### Risk Identification and Assessment - Exposure Management Platforms

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Comprehensive Risk Assessment** | Not enough data | 8.5 (14 reviews) | Not enough data | 
| **Advanced Analytics and Reporting** | Not enough data | 8.3 (13 reviews) | Not enough data | 

#### Monitoring and Integration - Exposure Management Platforms

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Integration and Data Consolidation** | Not enough data | 8.3 (13 reviews) | Not enough data | 
| **Real-time Monitoring and Alerts** | Not enough data | 8.6 (14 reviews) | Not enough data | 

### Observability Software

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

#### Telemetry Collection & Ingestion - Observability

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | 

### Data Security Posture Management (DSPM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 8.6/10 | 14 |
| **Splunk Enterprise** | N/A | N/A |

#### Discovery & Classification - Data Security Posture Management (DSPM)

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Continuous real‑time monitoring** | Not enough data | 8.7 (9 reviews) | Not enough data | 
| **Discover & classify sensitive data** | Not enough data | 8.3 (8 reviews) | Not enough data | 
| **Custom classification support** | Not enough data | 8.1 (7 reviews) | Not enough data | 

#### Risk Prioritization - Data Security Posture Management (DSPM)

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Detect excessive entitlements & toxic combinations** | Not enough data | 8.7 (9 reviews) | Not enough data | 
| **Compliance posture assessment** | Not enough data | 9.0 (8 reviews) | Not enough data | 
| **Risk‑based exposure scoring** | Not enough data | 8.8 (8 reviews) | Not enough data | 

#### Remediation & Governance - Data Security Posture Management (DSPM)

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Guided remediation actions** | Not enough data | 8.5 (10 reviews) | Not enough data | 
| **Integration with enforcement tools** | Not enough data | 8.5 (9 reviews) | Not enough data | 
| **Track remediation progress & trends** | Not enough data | 8.5 (8 reviews) | Not enough data | 

### AI Security Solutions

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Model Protection - AI Security Solutions

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Input Hardening** | Not enough data | Not enough data | Not enough data | 
| **Input/Output Inspection** | Not enough data | Not enough data | Not enough data | 
| **Integrity Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Model Access Control** | Not enough data | Not enough data | Not enough data | 

#### Runtime Monitoring - AI Security Solutions

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **AI Behavior Anomaly Detection** | Not enough data | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | Not enough data | 

#### Policy Enforcement and Compliance - AI Security Solutions

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Scalable Governance** | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | Not enough data | 
| **Shadow AI** | Not enough data | Not enough data | Not enough data | 
| **Policy‑as‑Code for AI Assets** | Not enough data | Not enough data | Not enough data | 

### AI Security Posture Management (AI-SPM) Tools

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Functionality - AI Security Posture Management (AI-SPM) Tools

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Security Ecosystem Integration** | Not enough data | Not enough data | Not enough data | 
| **AI Asset Discovery** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Policy Updates** | Not enough data | Not enough data | Not enough data | 
| **Access and Permissions Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | Not enough data | 

#### Risk Assessment - AI Security Posture Management (AI-SPM) Tools

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **AI Risk Assessment** | Not enough data | Not enough data | Not enough data | 
| **AI Asset Posture Scoring** | Not enough data | Not enough data | Not enough data | 

#### Governance & Compliance - AI Security Posture Management (AI-SPM) Tools

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **AI‑Generated Content Controls** | Not enough data | Not enough data | Not enough data | 
| **Audit Trails** | Not enough data | Not enough data | Not enough data | 

### Cloud Security

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Cloud Visibility

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Cloud Registry** | Not enough data | Not enough data | Not enough data | 
| **Cloud Gap Analytics** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Data Security** | Not enough data | Not enough data | Not enough data | 
| **Data loss Prevention** | Not enough data | Not enough data | Not enough data | 
| **Security Auditing** | Not enough data | Not enough data | Not enough data | 

#### Identity

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **SSO** | Not enough data | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | Not enough data | 
| **User Analytics** | Not enough data | Not enough data | Not enough data | 

### Security Information and Event Management (SIEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.8/10 | 15 |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | 8.2/10 | 30 |

#### Network Management

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Activity Monitoring** | 8.9 (12 reviews) | Not enough data | 9.1 (27 reviews) | 
| **Asset Management** | 8.3 (11 reviews) | Not enough data | 7.3 (23 reviews) | 
| **Log Management** | 9.5 (13 reviews) | Not enough data | 9.3 (27 reviews) | 

#### Incident Management

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Event Management** | 9.3 (12 reviews) | Not enough data | 8.9 (28 reviews) | 
| **Automated Response** | 9.2 (11 reviews) | Not enough data | 7.8 (26 reviews) | 
| **Incident Reporting** | 9.2 (12 reviews) | Not enough data | 8.5 (26 reviews) | 

#### Security Intelligence

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Threat Intelligence** | 7.9 (12 reviews) | Not enough data | 7.3 (24 reviews) | 
| **Vulnerability Assessment** | 8.0 (10 reviews) | Not enough data | 6.5 (22 reviews) | 
| **Advanced Analytics** | 8.8 (11 reviews) | Not enough data | 8.5 (25 reviews) | 
| **Data Examination** | 8.6 (13 reviews) | Not enough data | 8.4 (25 reviews) | 

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

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **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 | 

### Data Security

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Compliance

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Access Management** | Not enough data | Not enough data | Not enough data | 
| **At-Risk Analysis** | Not enough data | Not enough data | Not enough data | 
| **DLP Configuration** | Not enough data | Not enough data | Not enough data | 
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | 

#### Administration

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Database Management** | Not enough data | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | Not enough data | 
| **Backup** | Not enough data | Not enough data | Not enough data | 
| **API / integrations** | Not enough data | Not enough data | Not enough data | 

#### Security 

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Multi-Factor Authentication** | Not enough data | Not enough data | Not enough data | 
| **Data Transport** | Not enough data | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | Not enough data | 
| **Security Tools** | Not enough data | Not enough data | Not enough data | 

### Big Data Analytics

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Data Transformation

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Real-Time Analytics** | Not enough data | Not enough data | 8.7 (15 reviews) ✓ Verified | 
| **Data Querying** | Not enough data | Not enough data | Not enough data | 

#### Connectivity

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

#### Operations

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Data Visualization** | Not enough data | Not enough data | 8.8 (15 reviews) ✓ Verified | 
| **Data Workflow** | Not enough data | Not enough data | 9.1 (13 reviews) ✓ Verified | 
| **Governed Discovery** | Not enough data | Not enough data | Feature Not Available | 
| **Embedded Analytics** | Not enough data | Not enough data | Feature Not Available | 
| **Notebooks** | Not enough data | Not enough data | Not enough data | 

### Cloud Detection and Response (CDR)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | 7.2/10 | 12 |
| **Splunk Enterprise** | N/A | N/A |

#### Agentic AI - Cloud Detection and Response (CDR)

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | 6.7 (11 reviews) | Not enough data | 
| **Proactive Assistance** | Not enough data | 7.0 (11 reviews) | Not enough data | 
| **Decision Making** | Not enough data | 7.0 (11 reviews) | Not enough data | 

#### Services - Cloud Detection and Response (CDR) 

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Managed Services** | Not enough data | 8.2 (12 reviews) | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Wiz** | N/A | N/A |
| **Splunk Enterprise** | N/A | N/A |

#### Building Reports

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 9.7 (5 reviews) | 
| **Data Modeling** | Not enough data | Not enough data | 9.7 (5 reviews) | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 9.0 (5 reviews) | 
| **Integration APIs** | Not enough data | Not enough data | 9.3 (5 reviews) | 

#### Platform

| Feature | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 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 Wiz (17):** [ Data Security Posture Management (DSPM)](https://www.g2.com/categories/data-security-posture-management-dspm), [Cloud Infrastructure Entitlement Management (CIEM) Software](https://www.g2.com/categories/cloud-infrastructure-entitlement-management-ciem), [Exposure Management Platforms](https://www.g2.com/categories/exposure-management-platforms), [Cloud Detection and Response (CDR) Software](https://www.g2.com/categories/cloud-detection-and-response-cdr), [Cloud-Native Application Protection Platform (CNAPP)](https://www.g2.com/categories/cloud-native-application-protection-platform-cnapp), [ Attack Surface Management Software](https://www.g2.com/categories/attack-surface-management), [Cloud Security Posture Management (CSPM) Software](https://www.g2.com/categories/cloud-security-posture-management-cspm), [Extended Detection and Response (XDR) Platforms](https://www.g2.com/categories/extended-detection-and-response-xdr-platforms), [Cloud Security Monitoring and Analytics Software](https://www.g2.com/categories/cloud-security-monitoring-and-analytics), [Software Composition Analysis Tools](https://www.g2.com/categories/software-composition-analysis), [Cloud Compliance Software](https://www.g2.com/categories/cloud-compliance), [Container Security Tools](https://www.g2.com/categories/container-security-tools), [Cloud Workload Protection Platforms](https://www.g2.com/categories/cloud-workload-protection-platforms), [Vulnerability Scanner Software](https://www.g2.com/categories/vulnerability-scanner), [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools), [AI Security Solutions Software](https://www.g2.com/categories/ai-security-solutions), [AI Security Posture Management (AI-SPM) Tools Software](https://www.g2.com/categories/ai-security-posture-management-ai-spm-tools)

**Unique to Splunk Enterprise (10):** [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [Hardware Monitoring Software](https://www.g2.com/categories/hardware-monitoring), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [ServiceNow Marketplace Apps](https://www.g2.com/categories/servicenow-store-apps), [Customer Data Platforms (CDP)](https://www.g2.com/categories/customer-data-platform-cdp), [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), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms)


---
## Reviewer Demographics

### By Company Size

| Segment | Datadog | Wiz | Splunk Enterprise | 
|---|---|---|---|
| **Small-Business** | 19.3% | 6.4% | 8.5% | 
| **Mid-Market** | 47.1% | 38.9% | 27.6% | 
| **Enterprise** | 33.6% | 54.7% | 63.9% | 

### 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%

#### Wiz

- **Financial Services:** 18.6%
- **Information Technology and Services:** 11.9%
- **Computer Software:** 11.2%
- **Hospital & Health Care:** 4.1%
- **Computer & Network Security:** 4.0%
- **Computer Games:** 3.7%
- **Marketing and Advertising:** 3.0%
- **Insurance:** 2.7%
- **Banking:** 2.5%
- **Security and Investigations:** 2.1%
- **Other:** 36.3%

#### Splunk Enterprise

- **Information Technology and Services:** 26.3%
- **Computer Software:** 10.2%
- **Financial Services:** 6.6%
- **Internet:** 6.1%
- **Computer & Network Security:** 6.1%
- **Banking:** 3.4%
- **Telecommunications:** 3.4%
- **Hospital & Health Care:** 3.2%
- **Retail:** 2.9%
- **Higher Education:** 2.4%
- **Other:** 29.4%

---
## 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 (478 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 (320 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (433 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (399 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)

### Alternatives to Wiz

- [Microsoft Defender for Cloud](https://www.g2.com/products/microsoft-defender-for-cloud/reviews) — 4.4/5 stars (310 reviews)
- [CrowdStrike Falcon Cloud Security](https://www.g2.com/products/crowdstrike-falcon-cloud-security/reviews) — 4.6/5 stars (86 reviews)
- [Orca Security](https://www.g2.com/products/orca-security/reviews) — 4.6/5 stars (266 reviews)
- [FortiCNAPP](https://www.g2.com/products/forticnapp/reviews) — 4.4/5 stars (386 reviews)
- [Cortex Cloud](https://www.g2.com/products/cortex-cloud/reviews) — 4.1/5 stars (112 reviews)
- [Sysdig Secure](https://www.g2.com/products/sysdig-sysdig-secure/reviews) — 4.8/5 stars (111 reviews)
- [Aqua Security](https://www.g2.com/products/aqua-security/reviews) — 4.2/5 stars (57 reviews)
- [SentinelOne Singularity Cloud Security](https://www.g2.com/products/sentinelone-singularity-cloud-security/reviews) — 4.9/5 stars (113 reviews)
- [Scrut Automation](https://www.g2.com/products/scrut-automation/reviews) — 4.9/5 stars (1307 reviews)
- [Tenable Nessus](https://www.g2.com/products/tenable-nessus/reviews) — 4.5/5 stars (301 reviews)

### Alternatives to Splunk Enterprise

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (636 reviews)
- [Mezmo](https://www.g2.com/products/mezmo/reviews) — 4.6/5 stars (224 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (399 reviews)
- [Coralogix](https://www.g2.com/products/coralogix/reviews) — 4.6/5 stars (343 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews)
- [Logz.io](https://www.g2.com/products/logz-io/reviews) — 4.5/5 stars (171 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (478 reviews)
- [Graylog](https://www.g2.com/products/graylog/reviews) — 4.4/5 stars (120 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"

### Wiz

No discussions available for this product.

### Splunk Enterprise

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

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/datadog-vs-wiz-wiz-vs-splunk-enterprise)