# Datadog vs New Relic Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Datadog excels in providing a seamless user experience, with many users highlighting its **quick implementation** and intuitive interface. One user mentioned, &quot;I like that Datadog is very easy and quick to use and helps us get valuable insights,&quot; which reflects the platform&#39;s ability to deliver valuable insights into both frontend and backend operations.
- **Users say** that New Relic stands out for its **ability to manage complex, multi-service systems**. Reviewers appreciate how it transforms chaotic environments into a coherent, queryable source of truth, making it easier to monitor and analyze performance across various services.
- **According to verified reviews** , Datadog&#39;s recent updates have significantly enhanced its **AI capabilities** , with users praising the &quot;amazing amount of new AI features.&quot; This positions Datadog as a strong contender for organizations looking to leverage AI for monitoring and insights.
- **Reviewers mention** that New Relic&#39;s **synthetic monitoring** has improved with new features, such as the addition of simple browser monitoring alongside traditional ping checks. This enhancement allows users to effectively monitor the health status of their e-commerce sites at specific intervals, showcasing New Relic&#39;s commitment to evolving its offerings.
- **G2 reviewers highlight** that while both platforms offer robust support, New Relic slightly edges out with a higher score in **quality of support**. Users have noted that New Relic&#39;s support team is responsive and helpful, which can be crucial for teams needing quick resolutions to issues.
- **Users report** that Datadog&#39;s integration capabilities are a significant advantage, as it is &quot;integrated with all our internal services and systems.&quot; This level of integration allows for a more streamlined monitoring experience, making it easier for teams to manage their infrastructure effectively.



---
## Frequently Asked Questions

### What is the difference between Datadog vs New Relic?

Datadog and New Relic are both highly rated enterprise monitoring platforms, but Datadog is most frequently cited for its integrations and dashboard usability, while New Relic is noted for its ease of use and real-time monitoring.

| | [Datadog](https://www.g2.com/products/datadog/reviews) | [New Relic](https://www.g2.com/products/new-relic/reviews) |
| --- | --- | --- |
| G2 Rating (reviews) | 4.4/5 (726 reviews) | 4.4/5 (586 reviews) |
| Largest Segment | Mid-Market | Mid-Market |
| Ease of Setup score | 8.3 | 8.7 |
| Quality of Support score | 8.4 | 8.6 |
| Top Reviewer-Cited Strength | Integrations (86 all-time mentions) | Ease of Use (150 all-time mentions) |



### How do the pricing models of Datadog and New Relic compare?

New Relic is rated higher for value, with a Price/Cost satisfaction score advantage over Datadog.

- **Datadog:** In recent reviews, many users highlight that Datadog&#39;s pricing can escalate quickly as usage grows, especially with high log ingestion and feature enablement.
- **New Relic:** Reviewers note that while New Relic&#39;s costs can also rise with data volume, its pricing is seen as more predictable and meets expectations for many teams.
- **Switching reasons:** Several reviewers mention switching to New Relic for more transparent pricing and to better control monitoring costs at scale.



### What are the best alternatives to Datadog and New Relic?

The top three alternatives to Datadog and New Relic are Dynatrace, IBM Instana, and Checkmk.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Datadog](https://www.g2.com/products/datadog/reviews) | 4.4/5 (726 reviews) | Mid-Market | Pricing can escalate quickly with usage | Integrations (86 all-time mentions) |
| [New Relic](https://www.g2.com/products/new-relic/reviews) | 4.4/5 (586 reviews) | Mid-Market | Pricing is more predictable, but can rise with data volume | Ease of Use (150 all-time mentions) |
| [Dynatrace](https://www.g2.com/products/dynatrace/reviews) | 4.5/5 (1366 reviews) | Enterprise | — | — |
| [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) | 4.4/5 (481 reviews) | Mid-Market | — | — |
| [Checkmk](https://www.g2.com/products/checkmk/reviews) | 4.7/5 (305 reviews) | Mid-Market | — | — |



### Which Enterprise Monitoring features should I prioritize when comparing Datadog and New Relic?

Buyers should prioritize dashboards, integrations, alerting systems, real-time monitoring, and ease of use when comparing Datadog and New Relic.

- **Dashboards:** Datadog (65 all-time mentions), New Relic (61 all-time mentions)
- **Integrations:** Datadog (86 all-time mentions), New Relic (72 all-time mentions)
- **Alerting System:** Datadog (71 all-time mentions), New Relic (78 all-time mentions)
- **Real-time Monitoring:** Datadog (122 all-time mentions), New Relic (137 all-time mentions)
- **Ease of Use:** Datadog (145 all-time mentions), New Relic (150 all-time mentions)



### What are the pros and cons of Datadog vs New Relic?

Datadog&#39;s headline strength is its integrations, while New Relic&#39;s is its ease of use.

- **Datadog strengths:** Integrations (86 all-time mentions), dashboard usability (71), real-time monitoring (122), and log management (82).
- **Datadog trade-offs:** Expensive (92), learning curve (73), pricing issues (71), and cost management (65).
- **New Relic strengths:** Ease of use (150), real-time monitoring (137), insights (104), and dashboard customization (64).
- **New Relic trade-offs:** Expensive (83), pricing issues (68), learning curve (66), and complexity for new users.



### Is Datadog or New Relic better for small businesses?

New Relic is a better fit for small businesses, as recent reviews highlight its ease of use and straightforward setup for smaller teams.

- **Datadog:** Largest segment is Mid-Market; reviewers note a learning curve and cost management challenges for smaller deployments.
- **New Relic:** Largest segment is Mid-Market; reviewers in small-business contexts praise its intuitive dashboards and rapid onboarding.



### Which Enterprise Monitoring platform has better integrations?

Datadog is favored for integrations, with more reviewer-cited integration mentions than New Relic.

- **Datadog:** Slack (29 all-time mentions), Kubernetes (16), PagerDuty (16); integrations are a frequently cited strength with 86 all-time mentions.
- **New Relic:** Slack (14 all-time mentions), Kubernetes (10), Python (7); integrations are cited in 72 all-time reviews.



### How do Datadog and New Relic compare on customer support?

Datadog and New Relic are rated nearly identically on Quality of Support, with Datadog at 8.4 and New Relic at 8.6, a difference below the materiality threshold.

- **Datadog:** Reviewers describe support as responsive and helpful, with many citing positive experiences and a 7.0 support score in recent reviews.
- **New Relic:** Reviewers consistently mention knowledgeable and responsive support, with a 7.0 support score in recent reviews.



### Which is easier to implement, Datadog or New Relic?

New Relic is rated higher for Ease of Setup, with a score of 8.7 compared to Datadog&#39;s 8.3, a difference above the materiality threshold.

- **Datadog:** Reviewers note that setup is generally straightforward but can become complex with advanced configurations or large-scale deployments.
- **New Relic:** Reviewers highlight quick onboarding, clear documentation, and smooth integration, especially for new users and smaller teams.



### Which product has better Dashboards?

Both Datadog and New Relic are highly rated for dashboards, with near-equal all-time mention counts and strong reviewer sentiment.

- **Datadog:** Dashboards cited in 65 all-time reviews; dashboard usability is a recurring strength, and reviewers praise customization and visualization options.
- **New Relic:** Dashboards cited in 61 all-time reviews; dashboard customization and usability are frequently mentioned, with reviewers highlighting intuitive design and actionable insights.



| | Datadog | New Relic | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 725 | 584 | 
| **Largest Market Segment** | Mid-Market (46.9% of reviews) | Mid-Market (42.6% of reviews) | 
| **Entry Level Price** | $0 Per host, per month | $0.00 | 

---
## Top Pros & Cons

### Datadog

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

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

### New Relic

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

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

---
## Ratings Comparison
| Rating | Datadog | New Relic | 
|---|---|---|
  | **Meets Requirements** | 8.8 (539 reviews) | 8.9 (499 reviews) | 
  | **Ease of Use** | 8.2 (641 reviews) | 8.4 (505 reviews) | 
  | **Ease of Setup** | 8.3 (407 reviews) | 8.7 (287 reviews) | 
  | **Ease of Admin** | 8.3 (233 reviews) | 8.5 (199 reviews) | 
  | **Quality of Support** | 8.4 (479 reviews) | 8.6 (439 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (219 reviews) | 8.5 (191 reviews) | 
  | **Product Direction (% positive)** | 9.0 (520 reviews) | 8.6 (498 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

### 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

### Network Security

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

#### Additional Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Penetration Testing** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | 
| **Anti Virus** | Not enough data | Not enough data | 
| **Vulnerability Scanning** | Not enough data | Not enough data | 
| **Remote Monitoring &amp; Management** | Not enough data | Not enough data | 
| **VPN** | Not enough data | Not enough data | 
| **Behavior Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Patch Management** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 
| **Anomaly/Malware Detection** | Not enough data | Not enough data | 
| **DNS Leak Protection** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Server Monitoring** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Network Provisioning** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Email Alerts** | Not enough data | Not enough data | 
| **Security Auditing** | Not enough data | Not enough data | 
| **Intrusion Detection System** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Two-Factor Authentication** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Firewalls** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Anti Spam** | Not enough data | Not enough data | 
| **Threat Response** | Not enough data | Not enough data | 
| **Activity Monitoring** | Not enough data | Not enough data | 
| **Risk Alerts** | Not enough data | Not enough data | 
| **Data Loss Prevention** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Intrusion Prevention System** | Not enough data | Not enough data | 
| **Secure Login** | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 

### Cloud Cost Management

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

#### Operations

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

#### Cost Optimization

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

#### Administration

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

#### Agentic AI - Cloud Cost Management

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

### Website Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.1/10 | 79 |
| **New Relic** | N/A | N/A |

#### Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Baseline** | 8.7 (57 reviews) | Not enough data | 
| **Alerting** | 9.3 (73 reviews) | Not enough data | 
| **Multi-Site Monitoring** | 9.0 (65 reviews) | Not enough data | 
| **Reporting** | 8.8 (59 reviews) | Not enough data | 
| **Multi-Channel Alerting** | 8.8 (59 reviews) | Not enough data | 
| **Location Insights** | 8.8 (52 reviews) | Not enough data | 
| **Server Monitoring** | Not enough data | Not enough data | 
| **FTP Monitoring** | Not enough data | Not enough data | 
| **Mail Server Monitoring** | Not enough data | Not enough data | 
| **Transaction Monitoring** | Not enough data | Not enough data | 
| **Multi-Location Monitoring** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **SSL Monitoring** | Not enough data | Not enough data | 
| **Uptime Reporting** | Not enough data | Not enough data | 

#### Agentic AI - Website Monitoring

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

#### Additional Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **AI Copilot** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Remote Monitoring &amp; Management** | Not enough data | Not enough data | 
| **Issue Management** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Chat/Messaging** | Not enough data | Not enough data | 
| **Availability Testing** | Not enough data | Not enough data | 
| **Website Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Incident Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Performance Management** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Email Alerts** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Drag &amp; Drop** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Configurable Alerts** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Application Management** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 
| **Multiple User Accounts** | Not enough data | Not enough data | 
| **Mobile Alerts** | Not enough data | Not enough data | 
| **Visitor Tracking** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Risk Alerts** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **For Websites** | Not enough data | Not enough data | 
| **Scheduled Testing** | Not enough data | Not enough data | 

### Digital Experience Monitoring (DEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **New Relic** | 9.2/10 | 23 |

#### Experience

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

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

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

#### Management

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

#### Performance

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

### Database Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.7/10 | 112 |
| **New Relic** | N/A | N/A |

#### Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Monitoring** | 9.1 (106 reviews) | Not enough data | 
| **Alerting** | 9.0 (107 reviews) | Not enough data | 
| **Logging** | 9.3 (91 reviews) | Not enough data | 
| **Response Time** | 8.9 (106 reviews) | Not enough data | 
| **Reporting** | 8.8 (90 reviews) | Not enough data | 
| **Data Visualization** | 8.9 (95 reviews) | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Server Monitoring** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Uptime Reporting** | Not enough data | Not enough data | 
| **Transaction Monitoring** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Agentic AI - Database Monitoring

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

#### Additional Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Resource Management** | Not enough data | Not enough data | 
| **Anomaly Detection** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Remote Monitoring &amp; Management** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Configuration Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Capacity Management** | Not enough data | Not enough data | 
| **Diagnostic Tools** | Not enough data | Not enough data | 
| **Dependency Tracking** | Not enough data | Not enough data | 
| **Troubleshooting** | Not enough data | Not enough data | 
| **Reporting &amp; Statistics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Application Management** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Application-Level Analysis** | Not enough data | Not enough data | 
| **Multitenancy** | Not enough data | Not enough data | 
| **Query Analysis** | Not enough data | Not enough data | 
| **Performance Management** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Historical Trend Analysis** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Summary Reports** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Automated Discovery** | Not enough data | Not enough data | 
| **Prioritization** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Resource Optimization** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Status Tracking** | Not enough data | Not enough data | 

### Network Monitoring

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

#### Functionality

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

#### Monitoring - Network Monitoring

| Feature | Datadog | New Relic | 
|---|---|---|
| **360-Degree Network Visibility** | 9.3 (5 reviews) | Not enough data | 
| **Automated Network Discovery** | 9.0 (5 reviews) | Not enough data | 
| **Real-Time Monitoring** | 9.3 (5 reviews) | Not enough data | 
| **Bandwidth Monitoring** | Not enough data | Not enough data | 
| **IP Address Monitoring** | Not enough data | Not enough data | 
| **Server Monitoring** | Not enough data | Not enough data | 
| **Multi-Location Monitoring** | Not enough data | Not enough data | 

#### Management

| Feature | Datadog | New Relic | 
|---|---|---|
| **Performance Baseline** | 8.7 (50 reviews) | Not enough data | 
| **Data Visualization** | 9.0 (51 reviews) | Not enough data | 
| **Path Analysis** | 8.8 (48 reviews) | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Historical Trend Analysis** | Not enough data | Not enough data | 

#### Analytics - Network Monitoring

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

#### Security - Network Monitoring

| Feature | Datadog | New Relic | 
|---|---|---|
| **Encrypted Data Transmission** | 9.0 (5 reviews) | Not enough data | 
| **Zero Trust and Identity Management** | 9.0 (5 reviews) | Not enough data | 
| **Integrated Network Security** | 9.0 (5 reviews) | Not enough data | 
| **Service Level Agreement (SLA) Management** | Not enough data | Not enough data | 
| **Asset Lifecycle Management** | Not enough data | Not enough data | 
| **Application Management** | Not enough data | Not enough data | 
| **Configuration Management** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Calendar Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Inventory Management** | Not enough data | Not enough data | 
| **Remote Monitoring &amp; Management** | Not enough data | Not enough data | 
| **Capacity Management** | Not enough data | Not enough data | 
| **Change Management** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Configuration Management** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Remote Monitoring &amp; Management** | Not enough data | Not enough data | 
| **Capacity Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Service Level Agreement (SLA) Management** | Not enough data | Not enough data | 
| **Remediation Management** | Not enough data | Not enough data | 
| **Network Resource Management** | Not enough data | Not enough data | 
| **Patch Management** | Not enough data | Not enough data | 

#### Network Performance - Network Monitoring

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

#### AI Automation - Network Monitoring

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

#### Agentic AI - Network Monitoring

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

#### Additional Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Audit Trail** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Configurable Workflow** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Risk Assessment** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Compliance Tracking** | Not enough data | Not enough data | 
| **Reporting &amp; Statistics** | Not enough data | Not enough data | 
| **Self-Updating Maps** | Not enough data | Not enough data | 
| **IT Asset Tracking** | Not enough data | Not enough data | 
| **Dependency Tracking** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Drag &amp; Drop** | Not enough data | Not enough data | 
| **Map Exporting** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Color Codes/Icons** | Not enough data | Not enough data | 
| **Uptime Reporting** | Not enough data | Not enough data | 
| **Document Storage** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Scheduling** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Web Traffic Reporting** | Not enough data | Not enough data | 
| **Downtime Tracking** | Not enough data | Not enough data | 
| **Threshold Alerts** | Not enough data | Not enough data | 
| **Simple Network Management Protocol (SNMP)** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Troubleshooting** | Not enough data | Not enough data | 
| **Maintenance Scheduling** | Not enough data | Not enough data | 
| **Network Mapping** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Vulnerability Scanning** | Not enough data | Not enough data | 
| **Virtualization** | Not enough data | Not enough data | 
| **Baseline Manager** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Mobile Alerts** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Bug/Issue Capture** | Not enough data | Not enough data | 
| **Mobile Network Troubleshooting** | Not enough data | Not enough data | 
| **Issue Auditing** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 
| **Email Alerts** | Not enough data | Not enough data | 
| **Anti Virus** | Not enough data | Not enough data | 
| **Diagnostic Tools** | Not enough data | Not enough data | 
| **Remote Update/Installation** | Not enough data | Not enough data | 
| **Remote Access/Control** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Cloud Infrastructure Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 153 |
| **New Relic** | 8.5/10 | 99 |

#### Monitoring

| Feature | Datadog | New Relic | 
|---|---|---|
| **Usage Monitoring** | 8.9 (122 reviews) | 8.9 (89 reviews) | 
| **Database Monitoring** | 8.6 (118 reviews) | 8.7 (91 reviews) | 
| **API Monitoring** | 8.8 (112 reviews) | 8.9 (86 reviews) | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | 8.8 (132 reviews) | 9.0 (89 reviews) | 
| **Security and Compliance Monitoring** | 8.7 (10 reviews) | 8.8 (21 reviews) | 

#### Administration

| Feature | Datadog | New Relic | 
|---|---|---|
| **Activity Monitoring** | 8.5 (116 reviews) | 8.6 (85 reviews) | 
| **Multi-Cloud Management** | 8.5 (99 reviews) | 8.5 (81 reviews) | 
| **Automation** | 8.3 (96 reviews) | 8.5 (77 reviews) | 
| **Auto-Scaling &amp; Resource Optimization** | 8.0 (9 reviews) | 8.8 (20 reviews) | 

#### Analysis

| Feature | Datadog | New Relic | 
|---|---|---|
| **Reporting** | 8.5 (115 reviews) | 8.8 (87 reviews) | 
| **Dashboards and Visualizations** | 8.9 (126 reviews) | 9.3 (90 reviews) | 
| **Spend Forecasting and Optimization** | Feature Not Available | 7.9 (78 reviews) | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Datadog | New Relic | 
|---|---|---|
| **Multi-step Planning** | 7.9 (8 reviews) | 8.2 (18 reviews) | 
| **Cross-system Integration** | 8.9 (9 reviews) | 8.2 (18 reviews) | 
| **Adaptive Learning** | 7.3 (8 reviews) | 7.9 (18 reviews) | 
| **Natural Language Interaction** | 7.5 (8 reviews) | 7.9 (18 reviews) | 
| **Proactive Assistance** | 7.9 (8 reviews) | 8.1 (18 reviews) | 
| **Decision Making** | 7.9 (7 reviews) | 8.1 (18 reviews) | 

#### AI Automation - Cloud Infrastructure Monitoring

| Feature | Datadog | New Relic | 
|---|---|---|
| **AI-Powered Anomaly Detection** | 8.3 (9 reviews) | 8.1 (17 reviews) | 
| **AI-Driven Insight Recommendations** | 7.5 (8 reviews) | 8.0 (17 reviews) | 

### Network Traffic Analysis (NTA)

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

#### Automation

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

#### Functionality

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

#### Incident Management

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

### Incident Management

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

#### Monitoring

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

#### Management Tools

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

#### Generative AI

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

#### Agentic AI - Incident Management

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

#### Additional Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Forms Management** | Not enough data | Not enough data | 
| **Safety Incident Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **OSHA Compliance** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Disaster Recovery** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Multi-Channel Communication** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Corrective and Preventive Actions (CAPA)** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Issue Management** | Not enough data | Not enough data | 
| **Communications Management** | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | 
| **IT Incident Management** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 
| **Risk Analysis** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Risk Assessment** | Not enough data | Not enough data | 
| **Incident Reporting** | Not enough data | Not enough data | 
| **Self Service Portal** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Ticket Management** | Not enough data | Not enough data | 
| **Service Level Agreement (SLA) Management** | Not enough data | Not enough data | 
| **Reminders** | Not enough data | Not enough data | 
| **On Call Scheduling** | Not enough data | Not enough data | 
| **Investigation Management** | Not enough data | Not enough data | 
| **Maintenance Scheduling** | Not enough data | Not enough data | 
| **Status Tracking** | Not enough data | Not enough data | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 9.2/10 | 24 |
| **New Relic** | 9.6/10 | 15 |

#### Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Artificial Intelligence** | 9.1 (16 reviews) | 9.8 (11 reviews) | 
| **Machine Learning** | 8.5 (17 reviews) | 10.0 (10 reviews) | 
| **Systems Monitoring** | 9.4 (22 reviews) | 9.8 (14 reviews) | 
| **IT Monitoring** | Not enough data | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | 

#### Issue Resolution

| Feature | Datadog | New Relic | 
|---|---|---|
| **Root Cause Identification** | 9.1 (20 reviews) | 9.3 (14 reviews) | 
| **Proactive Identification** | 9.1 (16 reviews) | 9.5 (14 reviews) | 
| **Resolution Guidance** | Feature Not Available | 9.6 (12 reviews) | 

#### Management

| Feature | Datadog | New Relic | 
|---|---|---|
| **System Integration** | 8.7 (19 reviews) | 9.6 (15 reviews) | 
| **Alerting** | 9.6 (21 reviews) | 9.7 (15 reviews) | 
| **Reporting** | 9.0 (21 reviews) | 9.4 (15 reviews) | 

#### Generative AI

| Feature | Datadog | New Relic | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - AIOps Platforms

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

#### Additional Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Root Cause Analysis** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Application Security** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Aggregation** | Not enough data | Not enough data | 
| **Incident Management** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 111 |
| **New Relic** | 8.7/10 | 106 |

#### Visibility

| Feature | Datadog | New Relic | 
|---|---|---|
| **Dashboards and Visualizations** | 8.9 (96 reviews) | 9.2 (100 reviews) | 
| **Alerts and Notifications** | 8.9 (93 reviews) | 9.2 (102 reviews) | 
| **Reporting** | 8.8 (84 reviews) | 9.0 (99 reviews) | 

#### Monitoring and Management

| Feature | Datadog | New Relic | 
|---|---|---|
| **Automation** | 8.2 (84 reviews) | 8.8 (94 reviews) | 
| **Performance Baseline** | 8.7 (86 reviews) | 9.0 (98 reviews) | 
| **Real-Time Monitoring** | 9.0 (93 reviews) | 9.2 (101 reviews) | 

#### Agentic AI - Log Monitoring

| Feature | Datadog | New Relic | 
|---|---|---|
| **Autonomous Task Execution** | 7.6 (9 reviews) | 8.4 (33 reviews) | 
| **Multi-step Planning** | 7.2 (9 reviews) | 8.3 (34 reviews) | 
| **Cross-system Integration** | 8.1 (9 reviews) | 8.3 (33 reviews) | 
| **Adaptive Learning** | 7.2 (9 reviews) | 8.4 (33 reviews) | 
| **Natural Language Interaction** | 8.0 (9 reviews) | 8.2 (33 reviews) | 
| **Proactive Assistance** | 7.6 (9 reviews) | 8.4 (33 reviews) | 
| **Decision Making** | 7.6 (9 reviews) | 8.3 (34 reviews) | 

### Server Monitoring

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

#### Visibility 

| Feature | Datadog | New Relic | 
|---|---|---|
| **Activity Dashboard** | 8.9 (78 reviews) | 9.2 (95 reviews) | 
| **Real-Time Notifications** | 8.7 (73 reviews) | 9.2 (92 reviews) | 
| **Uptime Reporting** | 8.3 (71 reviews) | 9.0 (91 reviews) | 
| **Customizable Dashboard** | Not enough data | Not enough data | 
| **Web Traffic Reporting** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Risk Alerts** | Not enough data | Not enough data | 
| **Threshold Alerts** | Not enough data | Not enough data | 
| **Email Alerts** | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | Datadog | New Relic | 
|---|---|---|
| **Capacity Management** | 8.4 (71 reviews) | 8.8 (87 reviews) | 
| **Automation** | 7.6 (66 reviews) | 8.4 (85 reviews) | 
| **Performance Baseline** | 8.4 (68 reviews) | 8.7 (88 reviews) | 
| **Bandwidth Monitoring** | 9.0 (72 reviews) | 8.9 (91 reviews) | 
| **Immediate Alert Notification** | 8.8 (67 reviews) | 8.9 (89 reviews) | 
| **Proactive Server Monitoring Software** | 8.3 (72 reviews) | 8.9 (87 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Issue Management** | Not enough data | Not enough data | 
| **Service Level Agreement (SLA) Management** | Not enough data | Not enough data | 
| **Configuration Management** | Not enough data | Not enough data | 
| **Incident Management** | Not enough data | Not enough data | 
| **Patch Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Remote Monitoring &amp; Management** | Not enough data | Not enough data | 
| **Inventory Management** | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | 
| **CPU Monitoring** | Not enough data | Not enough data | 
| **Network Monitoring** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Server Monitoring** | Not enough data | Not enough data | 
| **Email Monitoring** | Not enough data | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | 
| **Asset Lifecycle Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Credential Management** | Not enough data | Not enough data | 
| **Password Management** | Not enough data | Not enough data | 
| **Virtual Machine Monitoring** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Database Monitoring** | Not enough data | Not enough data | 

#### Cloud environment support

| Feature | Datadog | New Relic | 
|---|---|---|
| **Server Monitoring For Cloud Deployments** | 8.1 (62 reviews) | 8.9 (77 reviews) | 
| **Software Scaling** | 8.0 (59 reviews) | 8.4 (73 reviews) | 

#### Agentic AI - Server Monitoring

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

#### Additional Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Authentication** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Automatic Backup** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 
| **Maintenance Scheduling** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Secure Login** | Not enough data | Not enough data | 
| **Drag &amp; Drop** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **HIPAA Compliant** | Not enough data | Not enough data | 
| **Real-Time Updates** | Not enough data | Not enough data | 
| **Scheduling** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Tagging** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **Self Service Portal** | Not enough data | Not enough data | 
| **Disaster Recovery** | Not enough data | Not enough data | 
| **Purchasing &amp; Receiving** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Automated Scheduling** | Not enough data | Not enough data | 
| **Reporting &amp; Statistics** | Not enough data | Not enough data | 
| **Diagnostic Tools** | Not enough data | Not enough data | 
| **Status Tracking** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Event Tracking** | Not enough data | Not enough data | 
| **Baseline Manager** | Not enough data | Not enough data | 

### Enterprise Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.4/10 | 77 |
| **New Relic** | N/A | N/A |

#### Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Diverse Systems Monitoring** | 8.8 (53 reviews) | Not enough data | 
| **Real-Time Analytics** | 8.8 (53 reviews) | Not enough data | 
| **Observability** | 9.2 (67 reviews) | Not enough data | 
| **AI/ML Integration** | 8.0 (46 reviews) | Not enough data | 

#### Management

| Feature | Datadog | New Relic | 
|---|---|---|
| **Single Pane of Glass** | 8.8 (58 reviews) | Not enough data | 
| **Dashboards and Visualization** | 8.8 (62 reviews) | Not enough data | 
| **Performance Baselines** | 8.2 (44 reviews) | Not enough data | 
| **Alerting** | 9.1 (59 reviews) | Not enough data | 

#### Agentic AI - Enterprise Monitoring

| Feature | Datadog | New Relic | 
|---|---|---|
| **Autonomous Task Execution** | 7.8 (9 reviews) | Not enough data | 
| **Multi-step Planning** | 8.3 (9 reviews) | Not enough data | 
| **Cross-system Integration** | 8.3 (13 reviews) | Not enough data | 
| **Adaptive Learning** | 8.1 (9 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.5 (10 reviews) | Not enough data | 
| **Proactive Assistance** | 8.2 (11 reviews) | Not enough data | 
| **Decision Making** | 8.1 (9 reviews) | Not enough data | 

### IoT Analytics Platforms

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

#### Data Sources

| Feature | Datadog | New Relic | 
|---|---|---|
| **Pre-Built Connectors** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Performance and Stability** | Not enough data | Not enough data | 

#### Analytics

| Feature | Datadog | New Relic | 
|---|---|---|
| **Queries** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 
| **Visualizations** | Not enough data | Not enough data | 
| **Insights** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 

#### Metrics

| Feature | Datadog | New Relic | 
|---|---|---|
| **For IoT Devices** | Not enough data | Not enough data | 
| **Operational Performance** | Not enough data | Not enough data | 
| **Environmental Conditions** | Not enough data | Not enough data | 
| **Resource Usage** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Configuration Management** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Reporting &amp; Statistics** | Not enough data | Not enough data | 
| **Asset Tracking** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Collection** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Big Data Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **ETL** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Connectivity Management** | Not enough data | Not enough data | 
| **Performance Analysis** | Not enough data | Not enough data | 
| **Status Tracking** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 

### IoT Device Management Platforms

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

#### Device Recognition

| Feature | Datadog | New Relic | 
|---|---|---|
| **Device Discovery** | Not enough data | Not enough data | 
| **Device Types** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 

#### Monitoring

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

#### Provisioning

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

### Log Analysis

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 82 |
| **New Relic** | 8.9/10 | 82 |

#### Data Preparation

| Feature | Datadog | New Relic | 
|---|---|---|
| **Data Sources** | 8.6 (66 reviews) ✓ Verified | 9.1 (67 reviews) | 
| **Indexing** | 8.5 (65 reviews) ✓ Verified | 9.0 (62 reviews) | 
| **Automated Tagging** | 8.0 (62 reviews) ✓ Verified | 8.5 (62 reviews) | 
| **Data Blending** | 8.0 (64 reviews) ✓ Verified | 8.6 (60 reviews) | 

#### Analysis

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

#### Visualization

| Feature | Datadog | New Relic | 
|---|---|---|
| **Dashboards** | 8.9 (75 reviews) ✓ Verified | 9.5 (72 reviews) | 
| **Data Discovery** | 8.7 (64 reviews) ✓ Verified | 9.1 (65 reviews) | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Agentic AI - Log Analysis

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

#### Additional Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Continuous Monitoring** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Anomaly Detection** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Correlation Analysis** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Reporting &amp; Statistics** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Data Classification** | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | 
| **Pattern Detection and Recognition** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Event Tracking** | Not enough data | Not enough data | 
| **Log Collection** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Log Analysis** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 
| **Data Analysis Tools** | Not enough data | Not enough data | 
| **HIPAA Compliant** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Remediation Management** | Not enough data | Not enough data | 
| **Compliance Tracking** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Prioritization** | Not enough data | Not enough data | 
| **Uptime Reporting** | Not enough data | Not enough data | 
| **Log Rotation** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Server Logs** | Not enough data | Not enough data | 
| **Incident Management** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **PCI Compliance** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Log Parsing** | Not enough data | Not enough data | 
| **Archiving &amp; Retention** | Not enough data | Not enough data | 
| **Server Monitoring** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Diagnostic Tools** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | 
| **Issue Management** | Not enough data | Not enough data | 
| **Vulnerability Scanning** | Not enough data | Not enough data | 

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.4/10 | 153 |
| **New Relic** | 8.7/10 | 188 |

#### Monitoring

| Feature | Datadog | New Relic | 
|---|---|---|
| **Performance Baselines** | 8.6 (113 reviews) | 8.9 (162 reviews) | 
| **Performance Analysis** | 8.9 (106 reviews) | 9.0 (169 reviews) | 
| **Transaction Monitoring** | 8.9 (121 reviews) | 9.2 (171 reviews) | 
| **AI/ML Assistance** | 7.3 (99 reviews) | 7.7 (136 reviews) | 
| **Multi-System Monitoring** | 8.5 (107 reviews) | 8.9 (156 reviews) | 
| **Generative AI** | Not enough data | Not enough data | 
| **Container Monitoring** | Not enough data | Not enough data | 

#### Response

| Feature | Datadog | New Relic | 
|---|---|---|
| **Dashboards and Visualization** | 8.9 (125 reviews) | 9.1 (172 reviews) | 
| **Incident Alerting** | 8.8 (112 reviews) | 8.9 (164 reviews) | 
| **Root Cause Analysis (RCA)** | 8.0 (108 reviews) | 8.6 (157 reviews) | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 

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

| Feature | Datadog | New Relic | 
|---|---|---|
| **Autonomous Task Execution** | 7.6 (14 reviews) | 8.4 (52 reviews) | 
| **Cross-system Integration** | 8.1 (13 reviews) | 8.6 (54 reviews) | 
| **Adaptive Learning** | 7.9 (13 reviews) | 8.5 (53 reviews) | 
| **Proactive Assistance** | 8.1 (13 reviews) | 8.4 (51 reviews) | 
| **Decision Making** | 7.8 (13 reviews) | 8.2 (51 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Performance

| Feature | Datadog | New Relic | 
|---|---|---|
| **Real User Monitoring (RUM)** | 8.6 (119 reviews) | 8.6 (152 reviews) | 
| **Performance Metrics** | 8.3 (103 reviews) | 8.5 (142 reviews) | 

#### Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Database Monitoring** | 8.5 (107 reviews) | 8.8 (149 reviews) | 
| **Dynamic Transaction Mapping** | 8.1 (96 reviews) | 8.5 (143 reviews) | 
| **Load Balancing** | Feature Not Available | 8.2 (138 reviews) | 
| **Cloud Observability** | 8.5 (113 reviews) | 8.8 (151 reviews) | 
| **Server Monitoring** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Real-Time Data** | Not enough data | Not enough data | 
| **Email Alerts** | Not enough data | Not enough data | 
| **Bottleneck Identification** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Uptime Reporting** | Not enough data | Not enough data | 
| **Resource Management** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Baseline Manager** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Drag &amp; Drop** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Prioritization** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Application Management** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Incident Management** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Status Tracking** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Diagnostic Tools** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 

### Container Monitoring

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

#### Alerts management

| Feature | Datadog | New Relic | 
|---|---|---|
| **Multi-mode alerts** | 8.7 (43 reviews) | 8.4 (34 reviews) | 
| **Opimization alerts** | 8.0 (45 reviews) | 8.3 (35 reviews) | 
| **Incident alerts** | 8.6 (47 reviews) | 9.0 (36 reviews) | 

#### Monitoring

| Feature | Datadog | New Relic | 
|---|---|---|
| **Resource utilization** | 8.6 (39 reviews) | 8.6 (36 reviews) | 
| **Real-time monitoring** | 9.1 (41 reviews) | 9.4 (36 reviews) | 
| **Performance baseline** | 8.7 (43 reviews) | 8.7 (36 reviews) | 
| **API monitoring** | 9.0 (38 reviews) | 9.1 (36 reviews) | 

#### Automation

| Feature | Datadog | New Relic | 
|---|---|---|
| **Resolution automation** | 8.2 (38 reviews) | 8.1 (35 reviews) | 
| **Automation** | 8.4 (36 reviews) | 8.4 (36 reviews) | 

#### Analysis

| Feature | Datadog | New Relic | 
|---|---|---|
| **Search** | 8.2 (41 reviews) | 8.5 (35 reviews) | 
| **Reporting** | 8.3 (44 reviews) | 8.6 (36 reviews) | 
| **Visualization** | 9.1 (43 reviews) | 9.0 (36 reviews) | 
| **Track trends** | 8.5 (42 reviews) | 8.4 (35 reviews) | 

#### Issue Resolution

| Feature | Datadog | New Relic | 
|---|---|---|
| **Root cause identification** | 8.3 (37 reviews) | 8.3 (36 reviews) | 
| **Resolution guidance** | 7.6 (39 reviews) | 8.2 (36 reviews) | 
| **Proactive identification** | 8.4 (35 reviews) | 8.8 (36 reviews) | 

### IT Alerting

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

#### Generative AI

| Feature | Datadog | New Relic | 
|---|---|---|
| **AI Text Generation** | 7.5 (17 reviews) | 7.3 (37 reviews) | 

#### Agentic AI - IT Alerting

| Feature | Datadog | New Relic | 
|---|---|---|
| **Autonomous Task Execution** | 7.4 (7 reviews) | 7.9 (19 reviews) | 
| **Multi-step Planning** | 7.9 (7 reviews) | 8.0 (19 reviews) | 
| **Cross-system Integration** | 8.8 (7 reviews) | 7.9 (19 reviews) | 
| **Adaptive Learning** | 7.9 (7 reviews) | 7.9 (19 reviews) | 
| **Natural Language Interaction** | 8.1 (6 reviews) | 7.8 (19 reviews) | 
| **Proactive Assistance** | 7.9 (7 reviews) | 8.0 (19 reviews) | 
| **Decision Making** | 8.3 (7 reviews) | 8.1 (19 reviews) | 

### Observability Pipeline

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

#### Data Management - Observability Pipeline

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

#### Performance - Observability Pipeline

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

#### AI - Observability Pipeline

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

#### Compliance - Observability Pipeline

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

#### Agentic AI - Observability Pipeline

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

### Observability Software

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

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

| Feature | Datadog | New Relic | 
|---|---|---|
| **Multi-Telemetry Ingestion** | 8.3 (10 reviews) | 9.2 (16 reviews) | 
| **OpenTelemetry Support** | 8.8 (8 reviews) | 9.4 (16 reviews) | 

#### Agentic AI - Observability Software

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

#### Visualization &amp; Dashboards - Observability

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

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

| Feature | Datadog | New Relic | 
|---|---|---|
| **Cross-Telemetry Correlation** | 9.2 (10 reviews) | 9.2 (16 reviews) | 
| **Root Cause Detection** | 8.3 (9 reviews) | 9.4 (17 reviews) | 
| **Intelligent Alerting** | 8.7 (10 reviews) | 9.3 (16 reviews) | 

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

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

#### AI Features - Observability

| Feature | Datadog | New Relic | 
|---|---|---|
| **Predictive Insights** | 7.9 (8 reviews) | 8.2 (16 reviews) | 
| **Generative AI** | 8.8 (8 reviews) | 8.5 (16 reviews) | 
| **AI Anomaly Detection** | 8.3 (8 reviews) | 9.0 (16 reviews) | 

#### Additional Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Vulnerability Management** | Not enough data | Not enough data | 
| **Load Balancing** | Not enough data | Not enough data | 
| **Asset Discovery** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Incident Reporting** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Threat Response** | Not enough data | Not enough data | 
| **Threat Intelligence** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Configuration Management** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Reporting &amp; Statistics** | Not enough data | Not enough data | 
| **Log Management** | Not enough data | Not enough data | 
| **Troubleshooting** | Not enough data | Not enough data | 
| **Incident Management** | Not enough data | Not enough data | 
| **Root Cause Analysis** | Not enough data | Not enough data | 
| **Prioritization** | Not enough data | Not enough data | 
| **Key Performance Indicators** | Not enough data | Not enough data | 

### AI SRE Tools

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

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

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

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

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

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

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

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

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

### Security Information and Event Management (SIEM)

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

#### Network Management

| Feature | Datadog | New Relic | 
|---|---|---|
| **Activity Monitoring** | 8.9 (12 reviews) | Not enough data | 
| **Asset Management** | 8.3 (11 reviews) | Not enough data | 
| **Log Management** | 9.5 (13 reviews) | Not enough data | 
| **Network Monitoring** | Not enough data | Not enough data | 
| **Server Monitoring** | Not enough data | Not enough data | 
| **File Integrity Monitoring** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Endpoint Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 
| **Incident Management** | Not enough data | Not enough data | 
| **Vulnerability Management** | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | 
| **Event Logs** | Not enough data | Not enough data | 

#### Incident Management

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

#### Security Intelligence

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

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

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

#### Additional Functionality

| Feature | Datadog | New Relic | 
|---|---|---|
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Audit Trail** | Not enough data | Not enough data | 
| **Application Security** | Not enough data | Not enough data | 
| **Risk Analysis** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Prioritization** | Not enough data | Not enough data | 
| **Security Auditing** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Compliance Tracking** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (10):** [Observability Software](https://www.g2.com/categories/observability-software), [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), [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), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem)

**Unique to Datadog (11):** [Observability Pipeline Software](https://www.g2.com/categories/observability-pipeline), [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [Network Traffic Analysis (NTA) Software](https://www.g2.com/categories/network-traffic-analysis-nta), [Database Monitoring Tools](https://www.g2.com/categories/database-monitoring), [IoT Device Management Platforms](https://www.g2.com/categories/iot-device-management-platforms), [IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms), [Website Monitoring Software](https://www.g2.com/categories/website-monitoring), [Security Information and Event Management (SIEM) Software](https://www.g2.com/categories/security-information-and-event-management-siem), [API Marketplaces](https://www.g2.com/categories/api-marketplace), [Network Monitoring Software](https://www.g2.com/categories/network-monitoring), [Cloud Cost Management Tools](https://www.g2.com/categories/cloud-cost-management)

**Unique to New Relic (2):** [ AI SRE Tools Software](https://www.g2.com/categories/ai-sre-tools), [Incident Management Software](https://www.g2.com/categories/incident-management)


---
## Reviewer Demographics

### By Company Size

| Segment | Datadog | New Relic | 
|---|---|---|
| **Small-Business** | 19.0% | 27.9% | 
| **Mid-Market** | 46.9% | 42.6% | 
| **Enterprise** | 34.1% | 29.5% | 

### By Industry

#### Datadog

- **Information Technology and Services:** 18.5%
- **Computer Software:** 17.8%
- **Financial Services:** 9.0%
- **Internet:** 4.0%
- **Computer &amp; Network Security:** 3.3%
- **Retail:** 3.1%
- **Banking:** 2.4%
- **Hospital &amp; Health Care:** 2.3%
- **Insurance:** 1.9%
- **Marketing and Advertising:** 1.6%
- **Other:** 36.2%

#### New Relic

- **Information Technology and Services:** 25.0%
- **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:** 29.7%

---
## Alternatives

### Alternatives to Datadog

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1364 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 (306 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 (644 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (408 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (343 reviews)
- [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) — 4.3/5 stars (865 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (471 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)

### Alternatives to New Relic

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1364 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (478 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (644 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)
- [Coralogix](https://www.g2.com/products/coralogix/reviews) — 4.6/5 stars (343 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (408 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (343 reviews)
- [Sentry](https://www.g2.com/products/sentry/reviews) — 4.5/5 stars (226 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (306 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (432 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"

### 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-new-relic)

