# Datadog, ThousandEyes vs New Relic Comparison

| | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.5 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 702 | 80 | 583 | 
| **Largest Market Segment** | Mid-Market (47.2% of reviews) | Enterprise (79.7% of reviews) | Mid-Market (42.5% of reviews) | 
| **Entry Level Price** | $0 Per host, per month | No pricing available | $0.00 | 

---
## Top Pros & Cons

### Datadog

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

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

### ThousandEyes

Pros:
- Features (2 reviews)
- Insights (2 reviews)

Cons:
- Complex Configuration (2 reviews)
- Complex Interface (1 reviews)

### New Relic

Pros:
- Ease of Use (97 reviews)
- Real-time Monitoring (95 reviews)

Cons:
- Expensive (63 reviews)
- Pricing Issues (53 reviews)

---
## Ratings Comparison
| Rating | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
  | **Meets Requirements** | 8.8 (522 reviews) | 8.9 (72 reviews) | 8.9 (498 reviews) | 
  | **Ease of Use** | 8.2 (623 reviews) | 8.2 (74 reviews) | 8.4 (504 reviews) | 
  | **Ease of Setup** | 8.3 (389 reviews) | 8.2 (43 reviews) | 8.7 (286 reviews) | 
  | **Ease of Admin** | 8.3 (233 reviews) | 8.5 (42 reviews) | 8.5 (199 reviews) | 
  | **Quality of Support** | 8.3 (463 reviews) | 8.6 (69 reviews) | 8.5 (438 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (219 reviews) | 8.9 (40 reviews) | 8.5 (191 reviews) | 
  | **Product Direction (% positive)** | 9.0 (506 reviews) | 9.2 (77 reviews) | 8.6 (497 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

### ThousandEyes

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### New Relic

#### Entry-Level Pricing

Plan: Free (Forever)

Price: $0.00

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

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

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

#### Free Trial

Yes

---
## Features Comparison By Category

### Cloud Cost Management

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 7.8/10 | 8 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Operations

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Website Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 78 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Functionality

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | 9.2/10 | 23 |

#### Experience

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Real-Time Monitoring** | Not enough data | Not enough data | 9.5 (23 reviews) | 
| **Session Replay** | Not enough data | Not enough data | 9.0 (20 reviews) | 
| **Behavioral Analysis** | Not enough data | Not enough data | 9.0 (22 reviews) | 

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

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

#### Management

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Content Management** | Not enough data | Not enough data | 8.9 (19 reviews) | 
| **Alerts** | Not enough data | Not enough data | 9.1 (22 reviews) | 
| **Budget Analysis** | Not enough data | Not enough data | 8.3 (19 reviews) | 

#### Performance

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Uptime Monitoring** | Not enough data | Not enough data | 9.5 (21 reviews) | 
| **Performance Monitoring** | Not enough data | Not enough data | 9.6 (23 reviews) | 
| **Issue Tracking** | Not enough data | Not enough data | 9.5 (23 reviews) | 
| **Resource Monitoring** | Not enough data | Not enough data | 9.6 (20 reviews) | 

### Database Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.7/10 | 111 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Functionality

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

### Network Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.9/10 | 63 |
| **ThousandEyes** | 8.7/10 | 50 |
| **New Relic** | N/A | N/A |

#### Functionality

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Performance Monitoring** | 9.2 (53 reviews) | 8.9 (48 reviews) | Not enough data | 
| **Alerting** | 9.3 (58 reviews) | 8.5 (48 reviews) | Not enough data | 
| **Improvement Suggestions** | 8.2 (44 reviews) | Feature Not Available | Not enough data | 
| **Multi-Network Capability** | 8.5 (46 reviews) | 8.5 (40 reviews) | Not enough data | 

#### Monitoring - Network Monitoring

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **Performance Baseline** | 8.7 (50 reviews) | 8.5 (41 reviews) | Not enough data | 
| **Data Visualization** | 9.0 (51 reviews) | 8.7 (47 reviews) | Not enough data | 
| **Path Analysis** | 8.8 (48 reviews) | 9.0 (45 reviews) | Not enough data | 

#### Analytics - Network Monitoring

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 |
| **ThousandEyes** | 9.0/10 | 27 |
| **New Relic** | 8.5/10 | 99 |

#### Monitoring

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Usage Monitoring** | 8.9 (121 reviews) | 9.2 (23 reviews) | 8.9 (89 reviews) | 
| **Database Monitoring** | 8.6 (117 reviews) | 8.7 (14 reviews) | 8.7 (91 reviews) | 
| **API Monitoring** | 8.8 (111 reviews) | 8.9 (18 reviews) | 8.9 (86 reviews) | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | 8.8 (130 reviews) | 9.3 (23 reviews) | 9.0 (89 reviews) | 
| **Security and Compliance Monitoring** | 8.3 (8 reviews) | Not enough data | 8.8 (21 reviews) | 

#### Administration

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Activity Monitoring** | 8.5 (115 reviews) | 9.0 (20 reviews) | 8.6 (85 reviews) | 
| **Multi-Cloud Management** | 8.5 (97 reviews) | 8.9 (16 reviews) | 8.5 (81 reviews) | 
| **Automation** | 8.3 (94 reviews) | Feature Not Available | 8.5 (77 reviews) | 
| **Auto-Scaling & Resource Optimization** | 8.5 (8 reviews) | Not enough data | 8.8 (20 reviews) | 

#### Analysis

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Reporting** | 8.5 (113 reviews) | 8.8 (23 reviews) | 8.8 (87 reviews) | 
| **Dashboards and Visualizations** | 8.9 (122 reviews) | 9.0 (24 reviews) | 9.3 (90 reviews) | 
| **Spend Forecasting and Optimization** | Feature Not Available | Feature Not Available | 7.9 (78 reviews) | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Multi-step Planning** | 7.9 (8 reviews) | Not enough data | 8.2 (18 reviews) | 
| **Cross-system Integration** | 8.8 (8 reviews) | Not enough data | 8.2 (18 reviews) | 
| **Adaptive Learning** | 7.3 (8 reviews) | Not enough data | 7.9 (18 reviews) | 
| **Natural Language Interaction** | 7.5 (8 reviews) | Not enough data | 7.9 (18 reviews) | 
| **Proactive Assistance** | 7.9 (8 reviews) | Not enough data | 8.1 (18 reviews) | 
| **Decision Making** | 7.9 (7 reviews) | Not enough data | 8.1 (18 reviews) | 

#### AI Automation - Cloud Infrastructure Monitoring

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **AI-Powered Anomaly Detection** | 8.1 (8 reviews) | Not enough data | 8.1 (17 reviews) | 
| **AI-Driven Insight Recommendations** | 7.5 (8 reviews) | Not enough data | 8.0 (17 reviews) | 

### Network Traffic Analysis (NTA)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.6/10 | 13 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Automation

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | 

### Incident Management

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | 8.5/10 | 75 |

#### Monitoring

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Constant Monitoring** | Not enough data | Not enough data | 9.5 (73 reviews) | 
| **Timely Alerts** | Not enough data | Not enough data | 9.4 (72 reviews) | 
| **TIcket Accuracy** | Not enough data | Not enough data | 9.1 (59 reviews) | 
| **AI Monitoring** | Not enough data | Not enough data | 7.9 (18 reviews) | 

#### Management Tools

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Ticket Assignment** | Not enough data | Not enough data | 8.7 (56 reviews) | 
| **Standardization** | Not enough data | Not enough data | 9.2 (62 reviews) | 
| **Lifecycle Visualization** | Not enough data | Not enough data | 8.9 (61 reviews) | 

#### Generative AI

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.9 (29 reviews) | 
| **AI Text Summarization** | Not enough data | Not enough data | 8.0 (30 reviews) | 

#### Agentic AI - Incident Management

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

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 9.1/10 | 23 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | 9.6/10 | 15 |

#### Functionality

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Artificial Intelligence** | 9.1 (16 reviews) | Not enough data | 9.8 (11 reviews) | 
| **Machine Learning** | 8.5 (17 reviews) | Not enough data | 10.0 (10 reviews) | 
| **Systems Monitoring** | 9.4 (21 reviews) | Not enough data | 9.8 (14 reviews) | 

#### Issue Resolution

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Root Cause Identification** | 9.0 (19 reviews) | Not enough data | 9.3 (14 reviews) | 
| **Proactive Identification** | 9.1 (16 reviews) | Not enough data | 9.5 (14 reviews) | 
| **Resolution Guidance** | Feature Not Available | Not enough data | 9.6 (12 reviews) | 

#### Management

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **System Integration** | 8.7 (19 reviews) | Not enough data | 9.6 (15 reviews) | 
| **Alerting** | 9.6 (20 reviews) | Not enough data | 9.7 (15 reviews) | 
| **Reporting** | 9.0 (20 reviews) | Not enough data | 9.4 (15 reviews) | 

#### Generative AI

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

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 110 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | 8.7/10 | 106 |

#### Visibility

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Dashboards and Visualizations** | 8.9 (95 reviews) | Not enough data | 9.2 (100 reviews) | 
| **Alerts and Notifications** | 8.9 (92 reviews) | Not enough data | 9.2 (102 reviews) | 
| **Reporting** | 8.8 (83 reviews) | Not enough data | 9.0 (99 reviews) | 

#### Monitoring and Management

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Automation** | 8.2 (84 reviews) | Not enough data | 8.8 (94 reviews) | 
| **Performance Baseline** | 8.7 (86 reviews) | Not enough data | 9.0 (98 reviews) | 
| **Real-Time Monitoring** | 9.0 (92 reviews) | Not enough data | 9.2 (101 reviews) | 

#### Agentic AI - Log Monitoring

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.6 (9 reviews) | Not enough data | 8.4 (33 reviews) | 
| **Multi-step Planning** | 7.2 (9 reviews) | Not enough data | 8.3 (34 reviews) | 
| **Cross-system Integration** | 8.1 (9 reviews) | Not enough data | 8.3 (33 reviews) | 
| **Adaptive Learning** | 7.2 (9 reviews) | Not enough data | 8.4 (33 reviews) | 
| **Natural Language Interaction** | 8.0 (9 reviews) | Not enough data | 8.2 (33 reviews) | 
| **Proactive Assistance** | 7.6 (9 reviews) | Not enough data | 8.4 (33 reviews) | 
| **Decision Making** | 7.6 (9 reviews) | Not enough data | 8.3 (34 reviews) | 

### Server Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 80 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | 8.7/10 | 99 |

#### Visibility 

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Dashboards and Visualizations** | 8.9 (78 reviews) | Not enough data | 9.2 (95 reviews) | 
| **Alerts and Notifications** | 8.7 (73 reviews) | Not enough data | 9.2 (92 reviews) | 
| **Reporting** | 8.3 (71 reviews) | Not enough data | 9.0 (91 reviews) | 

#### Monitoring and Management

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Multi-Server Management** | 8.4 (71 reviews) | Not enough data | 8.8 (87 reviews) | 
| **Automation** | 7.6 (66 reviews) | Not enough data | 8.4 (85 reviews) | 
| **Performance Baseline** | 8.4 (68 reviews) | Not enough data | 8.7 (88 reviews) | 
| **Real-Time Monitoring** | 9.0 (72 reviews) | Not enough data | 8.9 (91 reviews) | 
| **Immediate Alert Notification** | 8.8 (67 reviews) | Not enough data | 8.9 (89 reviews) | 
| **Proactive Server Monitoring Software** | 8.3 (72 reviews) | Not enough data | 8.9 (87 reviews) | 

#### Cloud environment support

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Server Monitoring For Cloud Deployments** | 8.1 (62 reviews) | Not enough data | 8.9 (77 reviews) | 
| **Software Scaling** | 8.0 (59 reviews) | Not enough data | 8.4 (73 reviews) | 

#### Agentic AI - Server Monitoring

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.5 (6 reviews) | Not enough data | 8.4 (17 reviews) | 
| **Multi-step Planning** | 8.3 (6 reviews) | Not enough data | 8.4 (17 reviews) | 
| **Cross-system Integration** | 8.9 (6 reviews) | Not enough data | 8.3 (17 reviews) | 
| **Adaptive Learning** | 7.2 (6 reviews) | Not enough data | 8.4 (17 reviews) | 
| **Natural Language Interaction** | 7.8 (6 reviews) | Not enough data | 8.4 (19 reviews) | 
| **Proactive Assistance** | 7.2 (6 reviews) | Not enough data | 8.6 (18 reviews) | 
| **Decision Making** | 8.1 (6 reviews) | Not enough data | 8.6 (17 reviews) | 

### Enterprise Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 66 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Functionality

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Diverse Systems Monitoring** | 8.7 (50 reviews) | Not enough data | Not enough data | 
| **Real-Time Analytics** | 8.8 (50 reviews) | Not enough data | Not enough data | 
| **Observability** | 9.1 (60 reviews) | Not enough data | Not enough data | 
| **AI/ML Integration** | 7.9 (43 reviews) | Not enough data | Not enough data | 

#### Management

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Single Pane of Glass** | 8.7 (52 reviews) | Not enough data | Not enough data | 
| **Dashboards and Visualization** | 8.7 (55 reviews) | Not enough data | Not enough data | 
| **Performance Baselines** | 8.2 (44 reviews) | Not enough data | Not enough data | 
| **Alerting** | 9.0 (54 reviews) | Not enough data | Not enough data | 

#### Agentic AI - Enterprise Monitoring

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.8 (9 reviews) | Not enough data | Not enough data | 
| **Multi-step Planning** | 8.3 (9 reviews) | Not enough data | Not enough data | 
| **Cross-system Integration** | 8.0 (10 reviews) | Not enough data | Not enough data | 
| **Adaptive Learning** | 8.1 (9 reviews) | Not enough data | Not enough data | 
| **Natural Language Interaction** | 7.5 (10 reviews) | Not enough data | Not enough data | 
| **Proactive Assistance** | 8.2 (10 reviews) | Not enough data | Not enough data | 
| **Decision Making** | 8.1 (9 reviews) | Not enough data | Not enough data | 

### IoT Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Data Sources

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Device Recognition

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | 

### Log Analysis

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 81 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | 8.9/10 | 82 |

#### Data Preparation

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Data Sources** | 8.6 (66 reviews) ✓ Verified | Not enough data | 9.1 (67 reviews) | 
| **Indexing** | 8.5 (64 reviews) ✓ Verified | Not enough data | 9.0 (62 reviews) | 
| **Automated Tagging** | 8.0 (62 reviews) ✓ Verified | Not enough data | 8.5 (62 reviews) | 
| **Data Blending** | 7.9 (63 reviews) ✓ Verified | Not enough data | 8.6 (60 reviews) | 

#### Analysis

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Track Trends** | 8.6 (61 reviews) ✓ Verified | Not enough data | 9.1 (62 reviews) | 
| **Detect Anomalies** | 8.4 (68 reviews) ✓ Verified | Not enough data | 9.1 (64 reviews) | 
| **Metric and Event Data** | 8.8 (68 reviews) ✓ Verified | Not enough data | 9.1 (68 reviews) | 
| **Search** | 8.5 (71 reviews) ✓ Verified | Not enough data | 9.0 (68 reviews) | 
| **Alerts** | 8.6 (62 reviews) ✓ Verified | Not enough data | 9.3 (69 reviews) | 
| **Live Tail** | 8.8 (60 reviews) ✓ Verified | Not enough data | 8.9 (63 reviews) | 

#### Visualization

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Dashboards** | 8.9 (75 reviews) ✓ Verified | Not enough data | 9.5 (72 reviews) | 
| **Data Discovery** | 8.7 (63 reviews) ✓ Verified | Not enough data | 9.1 (65 reviews) | 

#### Agentic AI - Log Analysis

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.8 (6 reviews) | Not enough data | 8.7 (23 reviews) | 
| **Multi-step Planning** | 7.8 (6 reviews) | Not enough data | 8.6 (23 reviews) | 
| **Cross-system Integration** | 8.9 (6 reviews) | Not enough data | 8.6 (23 reviews) | 
| **Adaptive Learning** | 7.8 (6 reviews) | Not enough data | 8.6 (23 reviews) | 
| **Natural Language Interaction** | 8.1 (6 reviews) | Not enough data | 8.6 (23 reviews) | 
| **Proactive Assistance** | 7.5 (6 reviews) | Not enough data | 8.8 (23 reviews) | 
| **Decision Making** | 7.8 (6 reviews) | Not enough data | 8.7 (23 reviews) | 

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 147 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | 8.7/10 | 187 |

#### Monitoring

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Performance Baselines** | 8.6 (113 reviews) | Not enough data | 8.9 (162 reviews) | 
| **Performance Analysis** | 8.9 (106 reviews) | Not enough data | 9.0 (168 reviews) | 
| **Performance Monitoring** | 8.9 (118 reviews) | Not enough data | 9.2 (170 reviews) | 
| **AI/ML Assistance** | 7.3 (99 reviews) | Not enough data | 7.7 (136 reviews) | 
| **Multi-System Monitoring** | 8.4 (105 reviews) | Not enough data | 8.9 (155 reviews) | 

#### Response

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Dashboards and Visualization** | 8.9 (123 reviews) | Not enough data | 9.1 (171 reviews) | 
| **Incident Alerting** | 8.8 (110 reviews) | Not enough data | 8.9 (163 reviews) | 
| **Root Cause Analysis (RCA)** | 8.0 (107 reviews) | Not enough data | 8.6 (156 reviews) | 

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

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.4 (13 reviews) | Not enough data | 8.4 (52 reviews) | 
| **Cross-system Integration** | 8.1 (13 reviews) | Not enough data | 8.6 (53 reviews) | 
| **Adaptive Learning** | 7.9 (13 reviews) | Not enough data | 8.5 (53 reviews) | 
| **Proactive Assistance** | 8.1 (13 reviews) | Not enough data | 8.4 (51 reviews) | 
| **Decision Making** | 7.8 (13 reviews) | Not enough data | 8.2 (51 reviews) | 

#### Performance

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Real User Monitoring (RUM)** | 8.5 (118 reviews) | Not enough data | 8.6 (152 reviews) | 
| **Second by Second Metrics** | 8.3 (103 reviews) | Not enough data | 8.5 (142 reviews) | 

#### Functionality

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Synthetic Monitoring** | 8.5 (106 reviews) | Not enough data | 8.8 (149 reviews) | 
| **Dynamic Transaction Mapping** | 8.1 (96 reviews) | Not enough data | 8.5 (143 reviews) | 
| **Load Balancing** | Feature Not Available | Not enough data | 8.2 (138 reviews) | 
| **Cloud Observability** | 8.5 (112 reviews) | Not enough data | 8.8 (150 reviews) | 

### DevOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Management

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Configuration Management** | Not enough data | Not enough data | Not enough data | 
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Orchestration** | Not enough data | Not enough data | Not enough data | 

#### Functionality

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | Not enough data | 
| **Extensibility** | Not enough data | Not enough data | Not enough data | 

#### Processes

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Pipeline Control** | Not enough data | Not enough data | Not enough data | 
| **Workflow Visualization** | Not enough data | Not enough data | Not enough data | 
| **Continuous Deployment** | Not enough data | Not enough data | Not enough data | 

### Digital Employee Experience (DEX) Management

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Experience

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Telemetry Collection** | Not enough data | Not enough data | Not enough data | 
| **Feedback** | Not enough data | Feature Not Available | Not enough data | 

#### Management

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Digital Experience Score** | Not enough data | Not enough data | Not enough data | 
| **Alerts** | Not enough data | Not enough data | Not enough data | 
| **Budget Analysis** | Not enough data | Feature Not Available | Not enough data | 
| **Remediation** | Not enough data | Feature Not Available | Not enough data | 
| **Optimization** | Not enough data | Feature Not Available | Not enough data | 

#### Performance

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Troubleshooting** | Not enough data | Not enough data | Not enough data | 
| **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 | Feature Not Available | Not enough data | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.5/10 | 52 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | 8.6/10 | 37 |

#### Alerts management

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Multi-mode alerts** | 8.7 (43 reviews) | Not enough data | 8.4 (34 reviews) | 
| **Opimization alerts** | 8.0 (45 reviews) | Not enough data | 8.3 (35 reviews) | 
| **Incident alerts** | 8.6 (47 reviews) | Not enough data | 9.0 (36 reviews) | 

#### Monitoring

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Resource utilization** | 8.6 (39 reviews) | Not enough data | 8.6 (36 reviews) | 
| **Real-time monitoring** | 9.1 (41 reviews) | Not enough data | 9.4 (36 reviews) | 
| **Performance baseline** | 8.7 (43 reviews) | Not enough data | 8.7 (36 reviews) | 
| **API monitoring** | 9.0 (38 reviews) | Not enough data | 9.1 (36 reviews) | 

#### Automation

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Resolution automation** | 8.2 (38 reviews) | Not enough data | 8.1 (35 reviews) | 
| **Automation** | 8.4 (36 reviews) | Not enough data | 8.4 (36 reviews) | 

#### Analysis

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Search** | 8.2 (41 reviews) | Not enough data | 8.5 (35 reviews) | 
| **Reporting** | 8.3 (44 reviews) | Not enough data | 8.6 (36 reviews) | 
| **Visualization** | 9.1 (43 reviews) | Not enough data | 9.0 (36 reviews) | 
| **Track trends** | 8.5 (42 reviews) | Not enough data | 8.4 (35 reviews) | 

#### Issue Resolution

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Root cause identification** | 8.3 (37 reviews) | Not enough data | 8.3 (36 reviews) | 
| **Resolution guidance** | 7.6 (39 reviews) | Not enough data | 8.2 (36 reviews) | 
| **Proactive identification** | 8.4 (35 reviews) | Not enough data | 8.8 (36 reviews) | 

### IT Alerting

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.0/10 | 18 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | 7.9/10 | 37 |

#### Generative AI

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **AI Text Generation** | 7.5 (17 reviews) | Not enough data | 7.3 (37 reviews) | 

#### Agentic AI - IT Alerting

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | 7.4 (7 reviews) | Not enough data | 7.9 (19 reviews) | 
| **Multi-step Planning** | 7.9 (7 reviews) | Not enough data | 8.0 (19 reviews) | 
| **Cross-system Integration** | 8.8 (7 reviews) | Not enough data | 7.9 (19 reviews) | 
| **Adaptive Learning** | 7.9 (7 reviews) | Not enough data | 7.9 (19 reviews) | 
| **Natural Language Interaction** | 8.1 (6 reviews) | Not enough data | 7.8 (19 reviews) | 
| **Proactive Assistance** | 7.9 (7 reviews) | Not enough data | 8.0 (19 reviews) | 
| **Decision Making** | 8.3 (7 reviews) | Not enough data | 8.1 (19 reviews) | 

### Observability Pipeline

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 7.1/10 | 9 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Data Management - Observability Pipeline

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

### Observability Software

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.7/10 | 13 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | 8.9/10 | 18 |

#### Telemetry Collection & Ingestion - Observability

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Multi-Telemetry Ingestion** | 8.3 (10 reviews) | Not enough data | 9.2 (16 reviews) | 
| **OpenTelemetry Support** | 8.8 (8 reviews) | Not enough data | 9.4 (16 reviews) | 

#### Agentic AI - Observability Software

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.6 (15 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.6 (15 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.9 (16 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.8 (15 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 8.6 (15 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.9 (15 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 9.0 (15 reviews) | 

#### Visualization & Dashboards - Observability

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Service Dependency Mapping** | 8.7 (9 reviews) | Not enough data | 9.4 (16 reviews) | 
| **Unified Dashboard** | 9.0 (10 reviews) | Not enough data | 9.0 (16 reviews) | 
| **Trace Visualization** | 8.8 (8 reviews) | Not enough data | 9.2 (16 reviews) | 

#### Correlation & Root Cause Analysis - Observability

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Cross-Telemetry Correlation** | 9.2 (10 reviews) | Not enough data | 9.2 (16 reviews) | 
| **Root Cause Detection** | 8.3 (9 reviews) | Not enough data | 9.4 (17 reviews) | 
| **Intelligent Alerting** | 8.7 (10 reviews) | Not enough data | 9.3 (16 reviews) | 

#### Scalability & Ecosystem Integration - Observability

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Kubernetes Monitoring** | 9.3 (9 reviews) | Not enough data | 8.9 (16 reviews) | 
| **Hybrid/Multi-Cloud Support** | 8.5 (8 reviews) | Not enough data | 8.8 (16 reviews) | 

#### AI Features - Observability

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Predictive Insights** | 7.9 (8 reviews) | Not enough data | 8.2 (16 reviews) | 
| **AI-Generated Incident Summaries** | 8.8 (8 reviews) | Not enough data | 8.5 (16 reviews) | 
| **AI Anomaly Detection** | 8.3 (8 reviews) | Not enough data | 9.0 (16 reviews) | 

### AI SRE Tools

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | N/A | N/A |

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

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Intelligent On-Call Workflows** | Not enough data | Not enough data | Not enough data | 
| **Error Budget Tracking** | Not enough data | Not enough data | Not enough data | 
| **SLI & SLO Management** | Not enough data | Not enough data | Not enough data | 
| **Service Health Modeling & Reporting** | Not enough data | Not enough data | Not enough data | 

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

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Cross-Telemetry Correlation** | Not enough data | Not enough data | Not enough data | 
| **Change-Aware Detection** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Anomaly Detection** | Not enough data | Not enough data | Not enough data | 
| **Alert Correlation & Noise Reduction** | Not enough data | Not enough data | Not enough data | 

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

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Guided Incident Investigation** | Not enough data | Not enough data | Not enough data | 
| **Live Debugging in Production** | Not enough data | Not enough data | Not enough data | 
| **AI Root Cause Analysis** | Not enough data | Not enough data | Not enough data | 
| **Runtime-Verified Root Cause Analysis** | Not enough data | Not enough data | Not enough data | 

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

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

### Security Information and Event Management (SIEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.8/10 | 15 |
| **ThousandEyes** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Network Management

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

#### Incident Management

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

#### Security Intelligence

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

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

| Feature | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **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 | 

---
## Categories
**Shared Categories (3):** [Observability Software](https://www.g2.com/categories/observability-software), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem)

**Unique to Datadog (18):** [Observability Pipeline Software](https://www.g2.com/categories/observability-pipeline), [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), [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)

**Unique to ThousandEyes (2):** [Digital Employee Experience (DEX) Management Software](https://www.g2.com/categories/digital-employee-experience-dex-management), [Network Monitoring Software](https://www.g2.com/categories/network-monitoring)

**Unique to New Relic (9):** [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), [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), [Incident Management Software](https://www.g2.com/categories/incident-management), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [ AI SRE Tools Software](https://www.g2.com/categories/ai-sre-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Datadog | ThousandEyes | New Relic | 
|---|---|---|---|
| **Small-Business** | 19.4% | 7.6% | 27.9% | 
| **Mid-Market** | 47.2% | 12.7% | 42.5% | 
| **Enterprise** | 33.4% | 79.7% | 29.5% | 

### By Industry

#### Datadog

- **Information Technology and Services:** 18.6%
- **Computer Software:** 17.7%
- **Financial Services:** 8.8%
- **Internet:** 4.1%
- **Computer & Network Security:** 3.4%
- **Retail:** 2.9%
- **Banking:** 2.5%
- **Hospital & Health Care:** 2.3%
- **Insurance:** 1.9%
- **Health, Wellness and Fitness:** 1.6%
- **Other:** 36.3%

#### ThousandEyes

- **Information Technology and Services:** 23.1%
- **Computer Networking:** 12.8%
- **Computer & Network Security:** 10.3%
- **Computer Software:** 9.0%
- **Banking:** 5.1%
- **Hospital & Health Care:** 5.1%
- **Financial Services:** 3.8%
- **Oil & Energy:** 3.8%
- **Utilities:** 2.6%
- **Retail:** 2.6%
- **Other:** 21.8%

#### New Relic

- **Information Technology and Services:** 25.1%
- **Computer Software:** 17.6%
- **Financial Services:** 8.7%
- **Internet:** 8.0%
- **Retail:** 2.3%
- **Banking:** 2.0%
- **Entertainment:** 2.0%
- **Marketing and Advertising:** 1.8%
- **Education Management:** 1.8%
- **Telecommunications:** 1.2%
- **Other:** 29.5%

---
## Alternatives

### Alternatives to Datadog

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (476 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (293 reviews)
- [Coralogix](https://www.g2.com/products/coralogix/reviews) — 4.6/5 stars (343 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (635 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (319 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (430 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (394 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)
- [Netdata](https://www.g2.com/products/netdata/reviews) — 4.6/5 stars (54 reviews)

### Alternatives to ThousandEyes

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Catchpoint](https://www.g2.com/products/catchpoint/reviews) — 4.5/5 stars (112 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (635 reviews)
- [Nexthink](https://www.g2.com/products/nexthink/reviews) — 4.6/5 stars (384 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (430 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (476 reviews)
- [Zabbix](https://www.g2.com/products/zabbix/reviews) — 4.4/5 stars (208 reviews)
- [Paessler PRTG](https://www.g2.com/products/paessler-prtg/reviews) — 4.7/5 stars (209 reviews)
- [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) — 4.3/5 stars (833 reviews)
- [Auvik](https://www.g2.com/products/auvik-networks/reviews) — 4.5/5 stars (380 reviews)

### Alternatives to New Relic

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (476 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (635 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)
- [Coralogix](https://www.g2.com/products/coralogix/reviews) — 4.6/5 stars (343 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (319 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (394 reviews)
- [Sentry](https://www.g2.com/products/sentry/reviews) — 4.5/5 stars (199 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (293 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (431 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"

### ThousandEyes

No discussions available for this product.

### New Relic

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

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/datadog-vs-thousandeyes-vs-new-relic)