# Datadog vs Last9 Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Datadog excels in providing a comprehensive view of system performance, integrating logs, metrics, and traces into a single platform. Users appreciate the real-time dashboards and powerful visualizations that make identifying issues quick and intuitive.
- **Users say** Last9 stands out for its focus on actionable reliability metrics, which helps teams avoid being overwhelmed by unnecessary data. Reviewers highlight its thoughtful design and adaptability, making it easier to align with specific operational needs.
- **According to verified reviews** , Datadog's implementation process is praised for its speed and ease, with many users noting the intuitive onboarding wizard that simplifies getting started. This contrasts with Last9, which, while well-designed, may not have the same level of user-friendly onboarding experience.
- **Reviewers mention** that Last9's commitment to clarity in monitoring data is a significant advantage, as it surfaces only the most relevant information. This focus on reducing noise is particularly appreciated by teams looking for straightforward insights without the clutter.
- **G2 reviewers highlight** Datadog's extensive integration capabilities across various platforms, including AWS, Azure, and Kubernetes. This versatility is a key benefit for users managing diverse environments, making Datadog a one-stop shop for many operational needs.
- **Users report** that while Last9 provides reliable monitoring data, it currently lacks the same breadth of features and integrations as Datadog. This can be a limitation for teams that require a more comprehensive observability solution to manage complex infrastructures.



| | Datadog | Last9 | 
|---|---|---|
| **Star Rating** | 4.4 out of 5 | 4.7 out of 5 | 
| **Total Reviews** | 722 | 51 | 
| **Largest Market Segment** | Mid-Market (47.4% of reviews) | Mid-Market (66.7% of reviews) | 
| **Entry Level Price** | $0 Per host, per month | No pricing available | 

---
## Top Pros & Cons

### Datadog

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

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

### Last9

Pros:
- Ease of Use (33 reviews)
- Customer Support (23 reviews)

Cons:
- Dashboard Issues (12 reviews)
- Difficult Learning (8 reviews)

---
## Ratings Comparison
| Rating | Datadog | Last9 | 
|---|---|---|
  | **Meets Requirements** | 8.8 (532 reviews) | 9.1 (51 reviews) | 
  | **Ease of Use** | 8.2 (634 reviews) | 8.9 (51 reviews) | 
  | **Ease of Setup** | 8.3 (400 reviews) | 9.1 (48 reviews) | 
  | **Ease of Admin** | 8.3 (233 reviews) | 9.2 (13 reviews) | 
  | **Quality of Support** | 8.4 (472 reviews) | 9.5 (49 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (219 reviews) | 9.5 (14 reviews) | 
  | **Product Direction (% positive)** | 9.0 (515 reviews) | 9.5 (50 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

### Last9

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Cloud Cost Management

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 7.8/10 | 8 |
| **Last9** | N/A | N/A |

#### Operations

| Feature | Datadog | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Website Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 78 |
| **Last9** | N/A | N/A |

#### Functionality

| Feature | Datadog | Last9 | 
|---|---|---|
| **Baseline** | 8.7 (56 reviews) | Not enough data | 
| **Alerting** | 9.4 (72 reviews) | Not enough data | 
| **Multi-Site Monitoring** | 9.1 (64 reviews) | Not enough data | 
| **Reporting** | 8.8 (58 reviews) | Not enough data | 
| **Multi-Channel Alerting** | 8.9 (58 reviews) | Not enough data | 
| **Location Insights** | 9.0 (51 reviews) | Not enough data | 

#### Agentic AI - Website Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | 7.3 (5 reviews) | Not enough data | 
| **Multi-step Planning** | 7.3 (5 reviews) | Not enough data | 
| **Cross-system Integration** | 8.3 (5 reviews) | Not enough data | 
| **Adaptive Learning** | 7.3 (5 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.3 (5 reviews) | Not enough data | 
| **Proactive Assistance** | 7.3 (5 reviews) | Not enough data | 
| **Decision Making** | 7.3 (5 reviews) | Not enough data | 

### Digital Experience Monitoring (DEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Last9** | N/A | N/A |

#### Experience

| Feature | Datadog | Last9 | 
|---|---|---|
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Session Replay** | Not enough data | Not enough data | 
| **Behavioral Analysis** | Not enough data | Not enough data | 

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

| Feature | Datadog | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Management

| Feature | Datadog | Last9 | 
|---|---|---|
| **Content Management** | Not enough data | Not enough data | 
| **Alerts** | Not enough data | Not enough data | 
| **Budget Analysis** | Not enough data | Not enough data | 

#### Performance

| Feature | Datadog | Last9 | 
|---|---|---|
| **Uptime Monitoring** | Not enough data | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | 
| **Resource Monitoring** | Not enough data | Not enough data | 

### Database Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.7/10 | 111 |
| **Last9** | N/A | N/A |

#### Functionality

| Feature | Datadog | Last9 | 
|---|---|---|
| **Monitoring** | 9.2 (105 reviews) | Not enough data | 
| **Alerting** | 9.1 (106 reviews) | Not enough data | 
| **Logging** | 9.3 (90 reviews) | Not enough data | 
| **Response Time** | 8.9 (105 reviews) | Not enough data | 
| **Reporting** | 8.8 (89 reviews) | Not enough data | 
| **Data Visualization** | 8.9 (94 reviews) | Not enough data | 

#### Agentic AI - Database Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | 7.0 (5 reviews) | Not enough data | 

### Network Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.9/10 | 63 |
| **Last9** | N/A | N/A |

#### Functionality

| Feature | Datadog | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **360-Degree Network Visibility** | 9.3 (5 reviews) | Not enough data | 
| **Automated Network Discovery** | 9.0 (5 reviews) | Not enough data | 
| **Real-Time Monitoring** | 9.3 (5 reviews) | Not enough data | 

#### Management

| Feature | Datadog | Last9 | 
|---|---|---|
| **Performance Baseline** | 8.7 (50 reviews) | Not enough data | 
| **Data Visualization** | 9.0 (51 reviews) | Not enough data | 
| **Path Analysis** | 8.8 (48 reviews) | Not enough data | 

#### Analytics - Network Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **Predictive Performance Analytics** | 9.0 (5 reviews) | Not enough data | 
| **Packet & Flow Analysis** | 9.0 (5 reviews) | Not enough data | 

#### Security - Network Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **Encrypted Data Transmission** | 9.0 (5 reviews) | Not enough data | 
| **Zero Trust and Identity Management** | 9.0 (5 reviews) | Not enough data | 
| **Integrated Network Security** | 9.0 (5 reviews) | Not enough data | 

#### Network Performance - Network Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Cloud Infrastructure Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.3/10 | 150 |
| **Last9** | 9.0/10 | 13 |

#### Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **Usage Monitoring** | 8.9 (121 reviews) | 9.0 (12 reviews) | 
| **Database Monitoring** | 8.6 (117 reviews) | 9.5 (13 reviews) | 
| **API Monitoring** | 8.8 (111 reviews) | 9.1 (13 reviews) | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | 8.8 (131 reviews) | 9.0 (12 reviews) | 
| **Security and Compliance Monitoring** | 8.3 (8 reviews) | Not enough data | 

#### Administration

| Feature | Datadog | Last9 | 
|---|---|---|
| **Activity Monitoring** | 8.5 (115 reviews) | 9.1 (11 reviews) | 
| **Multi-Cloud Management** | 8.5 (98 reviews) | 9.4 (11 reviews) | 
| **Automation** | 8.3 (94 reviews) | 8.6 (12 reviews) | 
| **Auto-Scaling & Resource Optimization** | 8.5 (8 reviews) | Not enough data | 

#### Analysis

| Feature | Datadog | Last9 | 
|---|---|---|
| **Reporting** | 8.5 (114 reviews) | 8.6 (12 reviews) | 
| **Dashboards and Visualizations** | 8.9 (124 reviews) | 9.4 (12 reviews) | 
| **Spend Forecasting and Optimization** | Feature Not Available | 8.5 (10 reviews) | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **Multi-step Planning** | 7.9 (8 reviews) | Not enough data | 
| **Cross-system Integration** | 8.8 (8 reviews) | Not enough data | 
| **Adaptive Learning** | 7.3 (8 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.5 (8 reviews) | Not enough data | 
| **Proactive Assistance** | 7.9 (8 reviews) | Not enough data | 
| **Decision Making** | 7.9 (7 reviews) | Not enough data | 

#### AI Automation - Cloud Infrastructure Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **AI-Powered Anomaly Detection** | 8.1 (8 reviews) | Not enough data | 
| **AI-Driven Insight Recommendations** | 7.5 (8 reviews) | Not enough data | 

### Network Traffic Analysis (NTA)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.6/10 | 13 |
| **Last9** | N/A | N/A |

#### Automation

| Feature | Datadog | Last9 | 
|---|---|---|
| **Metadata Management** | Feature Not Available | Not enough data | 
| **Artificial Intelligence & 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 | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **Incident Logs** | 8.6 (12 reviews) | Not enough data | 
| **Incident Alerts** | 9.2 (12 reviews) | Not enough data | 
| **Incident Reporting** | 9.0 (12 reviews) | Not enough data | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 9.2/10 | 24 |
| **Last9** | N/A | N/A |

#### Functionality

| Feature | Datadog | Last9 | 
|---|---|---|
| **Artificial Intelligence** | 9.1 (16 reviews) | Not enough data | 
| **Machine Learning** | 8.5 (17 reviews) | Not enough data | 
| **Systems Monitoring** | 9.4 (22 reviews) | Not enough data | 

#### Issue Resolution

| Feature | Datadog | Last9 | 
|---|---|---|
| **Root Cause Identification** | 9.1 (20 reviews) | Not enough data | 
| **Proactive Identification** | 9.1 (16 reviews) | Not enough data | 
| **Resolution Guidance** | Feature Not Available | Not enough data | 

#### Management

| Feature | Datadog | Last9 | 
|---|---|---|
| **System Integration** | 8.7 (19 reviews) | Not enough data | 
| **Alerting** | 9.6 (21 reviews) | Not enough data | 
| **Reporting** | 9.0 (21 reviews) | Not enough data | 

#### Generative AI

| Feature | Datadog | Last9 | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - AIOps Platforms

| Feature | Datadog | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 110 |
| **Last9** | 8.5/10 | 32 |

#### Visibility

| Feature | Datadog | Last9 | 
|---|---|---|
| **Dashboards and Visualizations** | 8.9 (95 reviews) | 9.2 (31 reviews) | 
| **Alerts and Notifications** | 8.9 (92 reviews) | 9.1 (31 reviews) | 
| **Reporting** | 8.8 (83 reviews) | 9.0 (31 reviews) | 

#### Monitoring and Management

| Feature | Datadog | Last9 | 
|---|---|---|
| **Automation** | 8.2 (84 reviews) | 9.1 (31 reviews) | 
| **Performance Baseline** | 8.7 (86 reviews) | 9.1 (32 reviews) | 
| **Real-Time Monitoring** | 9.0 (92 reviews) | 8.9 (31 reviews) | 

#### Agentic AI - Log Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | 7.6 (9 reviews) | 7.9 (15 reviews) | 
| **Multi-step Planning** | 7.2 (9 reviews) | 7.8 (15 reviews) | 
| **Cross-system Integration** | 8.1 (9 reviews) | 7.8 (15 reviews) | 
| **Adaptive Learning** | 7.2 (9 reviews) | 7.9 (15 reviews) | 
| **Natural Language Interaction** | 8.0 (9 reviews) | 8.1 (15 reviews) | 
| **Proactive Assistance** | 7.6 (9 reviews) | 8.1 (15 reviews) | 
| **Decision Making** | 7.6 (9 reviews) | 8.0 (15 reviews) | 

### Server Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.2/10 | 80 |
| **Last9** | 8.5/10 | 19 |

#### Visibility 

| Feature | Datadog | Last9 | 
|---|---|---|
| **Dashboards and Visualizations** | 8.9 (78 reviews) | 9.6 (19 reviews) | 
| **Alerts and Notifications** | 8.7 (73 reviews) | 9.5 (19 reviews) | 
| **Reporting** | 8.3 (71 reviews) | 9.2 (18 reviews) | 

#### Monitoring and Management

| Feature | Datadog | Last9 | 
|---|---|---|
| **Multi-Server Management** | 8.4 (71 reviews) | 9.3 (19 reviews) | 
| **Automation** | 7.6 (66 reviews) | 8.7 (19 reviews) | 
| **Performance Baseline** | 8.4 (68 reviews) | 9.0 (19 reviews) | 
| **Real-Time Monitoring** | 9.0 (72 reviews) | 9.4 (19 reviews) | 
| **Immediate Alert Notification** | 8.8 (67 reviews) | 9.4 (19 reviews) | 
| **Proactive Server Monitoring Software** | 8.3 (72 reviews) | 8.9 (19 reviews) | 

#### Cloud environment support

| Feature | Datadog | Last9 | 
|---|---|---|
| **Server Monitoring For Cloud Deployments** | 8.1 (62 reviews) | 8.7 (18 reviews) | 
| **Software Scaling** | 8.0 (59 reviews) | 9.2 (18 reviews) | 

#### Agentic AI - Server Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | 7.5 (6 reviews) | 6.9 (6 reviews) | 
| **Multi-step Planning** | 8.3 (6 reviews) | 7.5 (6 reviews) | 
| **Cross-system Integration** | 8.9 (6 reviews) | 7.5 (6 reviews) | 
| **Adaptive Learning** | 7.2 (6 reviews) | 7.5 (6 reviews) | 
| **Natural Language Interaction** | 7.8 (6 reviews) | 7.5 (6 reviews) | 
| **Proactive Assistance** | 7.2 (6 reviews) | 8.1 (6 reviews) | 
| **Decision Making** | 8.1 (6 reviews) | 7.2 (6 reviews) | 

### Enterprise Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.4/10 | 74 |
| **Last9** | N/A | N/A |

#### Functionality

| Feature | Datadog | Last9 | 
|---|---|---|
| **Diverse Systems Monitoring** | 8.8 (51 reviews) | Not enough data | 
| **Real-Time Analytics** | 8.8 (50 reviews) | Not enough data | 
| **Observability** | 9.2 (64 reviews) | Not enough data | 
| **AI/ML Integration** | 7.9 (44 reviews) | Not enough data | 

#### Management

| Feature | Datadog | Last9 | 
|---|---|---|
| **Single Pane of Glass** | 8.8 (56 reviews) | Not enough data | 
| **Dashboards and Visualization** | 8.7 (60 reviews) | Not enough data | 
| **Performance Baselines** | 8.2 (44 reviews) | Not enough data | 
| **Alerting** | 9.1 (56 reviews) | Not enough data | 

#### Agentic AI - Enterprise Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | 7.8 (9 reviews) | Not enough data | 
| **Multi-step Planning** | 8.3 (9 reviews) | Not enough data | 
| **Cross-system Integration** | 8.2 (11 reviews) | Not enough data | 
| **Adaptive Learning** | 8.1 (9 reviews) | Not enough data | 
| **Natural Language Interaction** | 7.5 (10 reviews) | Not enough data | 
| **Proactive Assistance** | 8.2 (10 reviews) | Not enough data | 
| **Decision Making** | 8.1 (9 reviews) | Not enough data | 

### IoT Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Last9** | N/A | N/A |

#### Data Sources

| Feature | Datadog | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **Queries** | Not enough data | Not enough data | 
| **Dashboards** | Not enough data | Not enough data | 
| **Visualizations** | Not enough data | Not enough data | 
| **Insights** | Not enough data | Not enough data | 

#### Metrics

| Feature | Datadog | Last9 | 
|---|---|---|
| **Device Performance** | Not enough data | Not enough data | 
| **Operational Performance** | Not enough data | Not enough data | 
| **Environmental Conditions** | Not enough data | Not enough data | 
| **Resource Usage** | Not enough data | Not enough data | 

### IoT Device Management Platforms

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Last9** | N/A | N/A |

#### Device Recognition

| Feature | Datadog | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **Device Status** | Not enough data | Not enough data | 
| **Alerts & Notifications** | Not enough data | Not enough data | 
| **Analytics** | Not enough data | Not enough data | 

#### Provisioning

| Feature | Datadog | Last9 | 
|---|---|---|
| **Remote Configuration** | Not enough data | Not enough data | 
| **Event Triggering** | Not enough data | Not enough data | 
| **Device Diagnostics & 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 |
| **Last9** | 8.7/10 | 27 |

#### Data Preparation

| Feature | Datadog | Last9 | 
|---|---|---|
| **Data Sources** | 8.6 (66 reviews) ✓ Verified | 9.2 (27 reviews) | 
| **Indexing** | 8.5 (65 reviews) ✓ Verified | 8.8 (26 reviews) | 
| **Automated Tagging** | 8.0 (62 reviews) ✓ Verified | 8.8 (26 reviews) | 
| **Data Blending** | 8.0 (64 reviews) ✓ Verified | 9.0 (26 reviews) | 

#### Analysis

| Feature | Datadog | Last9 | 
|---|---|---|
| **Track Trends** | 8.6 (61 reviews) ✓ Verified | 9.2 (25 reviews) | 
| **Detect Anomalies** | 8.4 (68 reviews) ✓ Verified | 8.9 (25 reviews) | 
| **Metric and Event Data** | 8.8 (68 reviews) ✓ Verified | 9.0 (26 reviews) | 
| **Search** | 8.5 (71 reviews) ✓ Verified | 9.0 (27 reviews) | 
| **Alerts** | 8.6 (62 reviews) ✓ Verified | 9.3 (26 reviews) | 
| **Live Tail** | 8.8 (60 reviews) ✓ Verified | 8.7 (25 reviews) | 

#### Visualization

| Feature | Datadog | Last9 | 
|---|---|---|
| **Dashboards** | 8.9 (75 reviews) ✓ Verified | 9.0 (26 reviews) | 
| **Data Discovery** | 8.7 (64 reviews) ✓ Verified | 9.2 (26 reviews) | 

#### Agentic AI - Log Analysis

| Feature | Datadog | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | 7.8 (6 reviews) | 7.9 (12 reviews) | 
| **Multi-step Planning** | 7.8 (6 reviews) | 8.1 (12 reviews) | 
| **Cross-system Integration** | 8.9 (6 reviews) | 8.2 (12 reviews) | 
| **Adaptive Learning** | 7.8 (6 reviews) | 8.1 (12 reviews) | 
| **Natural Language Interaction** | 8.1 (6 reviews) | 8.2 (12 reviews) | 
| **Proactive Assistance** | 7.5 (6 reviews) | 8.5 (12 reviews) | 
| **Decision Making** | 7.8 (6 reviews) | 8.2 (12 reviews) | 

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.4/10 | 151 |
| **Last9** | 8.9/10 | 21 |

#### Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **Performance Baselines** | 8.6 (113 reviews) | 9.5 (21 reviews) | 
| **Performance Analysis** | 8.9 (106 reviews) | 9.5 (21 reviews) | 
| **Performance Monitoring** | 8.9 (119 reviews) | 9.5 (21 reviews) | 
| **AI/ML Assistance** | 7.3 (99 reviews) | 7.9 (21 reviews) | 
| **Multi-System Monitoring** | 8.5 (106 reviews) | 9.3 (21 reviews) | 

#### Response

| Feature | Datadog | Last9 | 
|---|---|---|
| **Dashboards and Visualization** | 8.9 (123 reviews) | 9.2 (21 reviews) | 
| **Incident Alerting** | 8.8 (111 reviews) | 9.3 (21 reviews) | 
| **Root Cause Analysis (RCA)** | 8.0 (107 reviews) | 9.1 (21 reviews) | 

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

| Feature | Datadog | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | 7.4 (13 reviews) | 8.6 (6 reviews) | 
| **Cross-system Integration** | 8.1 (13 reviews) | 8.6 (6 reviews) | 
| **Adaptive Learning** | 7.9 (13 reviews) | 8.1 (6 reviews) | 
| **Proactive Assistance** | 8.1 (13 reviews) | 7.8 (6 reviews) | 
| **Decision Making** | 7.8 (13 reviews) | 8.6 (6 reviews) | 

#### Performance

| Feature | Datadog | Last9 | 
|---|---|---|
| **Real User Monitoring (RUM)** | 8.5 (118 reviews) | 8.8 (21 reviews) | 
| **Second by Second Metrics** | 8.3 (103 reviews) | 9.0 (21 reviews) | 

#### Functionality

| Feature | Datadog | Last9 | 
|---|---|---|
| **Synthetic Monitoring** | 8.5 (106 reviews) | 9.0 (21 reviews) | 
| **Dynamic Transaction Mapping** | 8.1 (96 reviews) | 8.9 (21 reviews) | 
| **Load Balancing** | Feature Not Available | 8.4 (21 reviews) | 
| **Cloud Observability** | 8.5 (112 reviews) | 8.8 (19 reviews) | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.5/10 | 52 |
| **Last9** | N/A | N/A |

#### Alerts management

| Feature | Datadog | Last9 | 
|---|---|---|
| **Multi-mode alerts** | 8.7 (43 reviews) | Not enough data | 
| **Opimization alerts** | 8.0 (45 reviews) | Not enough data | 
| **Incident alerts** | 8.6 (47 reviews) | Not enough data | 

#### Monitoring

| Feature | Datadog | Last9 | 
|---|---|---|
| **Resource utilization** | 8.6 (39 reviews) | Not enough data | 
| **Real-time monitoring** | 9.1 (41 reviews) | Not enough data | 
| **Performance baseline** | 8.7 (43 reviews) | Not enough data | 
| **API monitoring** | 9.0 (38 reviews) | Not enough data | 

#### Automation

| Feature | Datadog | Last9 | 
|---|---|---|
| **Resolution automation** | 8.2 (38 reviews) | Not enough data | 
| **Automation** | 8.4 (36 reviews) | Not enough data | 

#### Analysis

| Feature | Datadog | Last9 | 
|---|---|---|
| **Search** | 8.2 (41 reviews) | Not enough data | 
| **Reporting** | 8.3 (44 reviews) | Not enough data | 
| **Visualization** | 9.1 (43 reviews) | Not enough data | 
| **Track trends** | 8.5 (42 reviews) | Not enough data | 

#### Issue Resolution

| Feature | Datadog | Last9 | 
|---|---|---|
| **Root cause identification** | 8.3 (37 reviews) | Not enough data | 
| **Resolution guidance** | 7.6 (39 reviews) | Not enough data | 
| **Proactive identification** | 8.4 (35 reviews) | Not enough data | 

### IT Alerting

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.0/10 | 18 |
| **Last9** | 7.7/10 | 6 |

#### Generative AI

| Feature | Datadog | Last9 | 
|---|---|---|
| **AI Text Generation** | 7.5 (17 reviews) | Feature Not Available | 

#### Agentic AI - IT Alerting

| Feature | Datadog | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | 7.4 (7 reviews) | 7.2 (6 reviews) | 
| **Multi-step Planning** | 7.9 (7 reviews) | 8.1 (6 reviews) | 
| **Cross-system Integration** | 8.8 (7 reviews) | 7.2 (6 reviews) | 
| **Adaptive Learning** | 7.9 (7 reviews) | 8.1 (6 reviews) | 
| **Natural Language Interaction** | 8.1 (6 reviews) | 8.1 (6 reviews) | 
| **Proactive Assistance** | 7.9 (7 reviews) | 7.5 (6 reviews) | 
| **Decision Making** | 8.3 (7 reviews) | 7.8 (6 reviews) | 

### Observability Pipeline

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 7.1/10 | 9 |
| **Last9** | N/A | N/A |

#### Data Management - Observability Pipeline

| Feature | Datadog | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **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 | Last9 | 
|---|---|---|
| **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 |
| **Last9** | 8.6/10 | 19 |

#### Telemetry Collection & Ingestion - Observability

| Feature | Datadog | Last9 | 
|---|---|---|
| **Multi-Telemetry Ingestion** | 8.3 (10 reviews) | 9.2 (19 reviews) | 
| **OpenTelemetry Support** | 8.8 (8 reviews) | 9.2 (19 reviews) | 

#### Agentic AI - Observability Software

| Feature | Datadog | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | 7.9 (17 reviews) | 
| **Multi-step Planning** | Not enough data | 8.2 (17 reviews) | 
| **Cross-system Integration** | Not enough data | 8.1 (17 reviews) | 
| **Adaptive Learning** | Not enough data | 8.3 (17 reviews) | 
| **Natural Language Interaction** | Not enough data | 8.4 (17 reviews) | 
| **Proactive Assistance** | Not enough data | 8.2 (17 reviews) | 
| **Decision Making** | Not enough data | 7.9 (17 reviews) | 

#### Visualization & Dashboards - Observability

| Feature | Datadog | Last9 | 
|---|---|---|
| **Service Dependency Mapping** | 8.7 (9 reviews) | 8.9 (19 reviews) | 
| **Unified Dashboard** | 9.0 (10 reviews) | 9.3 (19 reviews) | 
| **Trace Visualization** | 8.8 (8 reviews) | 9.2 (19 reviews) | 

#### Correlation & Root Cause Analysis - Observability

| Feature | Datadog | Last9 | 
|---|---|---|
| **Cross-Telemetry Correlation** | 9.2 (10 reviews) | 9.0 (18 reviews) | 
| **Root Cause Detection** | 8.3 (9 reviews) | 9.0 (18 reviews) | 
| **Intelligent Alerting** | 8.7 (10 reviews) | 8.5 (18 reviews) | 

#### Scalability & Ecosystem Integration - Observability

| Feature | Datadog | Last9 | 
|---|---|---|
| **Kubernetes Monitoring** | 9.3 (9 reviews) | 9.0 (17 reviews) | 
| **Hybrid/Multi-Cloud Support** | 8.5 (8 reviews) | 8.7 (17 reviews) | 

#### AI Features - Observability

| Feature | Datadog | Last9 | 
|---|---|---|
| **Predictive Insights** | 7.9 (8 reviews) | 8.4 (17 reviews) | 
| **AI-Generated Incident Summaries** | 8.8 (8 reviews) | 7.9 (17 reviews) | 
| **AI Anomaly Detection** | 8.3 (8 reviews) | 8.1 (17 reviews) | 

### AWS Marketplace

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | N/A | N/A |
| **Last9** | N/A | N/A |

#### Agentic AI - AWS Marketplace

| Feature | Datadog | Last9 | 
|---|---|---|
| **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 | 

### Security Information and Event Management (SIEM)

| Product | Score | Reviews |
|---|---|---|
| **Datadog** | 8.8/10 | 15 |
| **Last9** | N/A | N/A |

#### Network Management

| Feature | Datadog | Last9 | 
|---|---|---|
| **Activity Monitoring** | 8.9 (12 reviews) | Not enough data | 
| **Asset Management** | 8.3 (11 reviews) | Not enough data | 
| **Log Management** | 9.5 (13 reviews) | Not enough data | 

#### Incident Management

| Feature | Datadog | Last9 | 
|---|---|---|
| **Event Management** | 9.3 (12 reviews) | Not enough data | 
| **Automated Response** | 9.2 (11 reviews) | Not enough data | 
| **Incident Reporting** | 9.2 (12 reviews) | Not enough data | 

#### Security Intelligence

| Feature | Datadog | Last9 | 
|---|---|---|
| **Threat Intelligence** | 7.9 (12 reviews) | Not enough data | 
| **Vulnerability Assessment** | 8.0 (10 reviews) | Not enough data | 
| **Advanced Analytics** | 8.8 (11 reviews) | Not enough data | 
| **Data Examination** | 8.6 (13 reviews) | Not enough data | 

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

| Feature | Datadog | Last9 | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (7):** [Observability Software](https://www.g2.com/categories/observability-software), [Server Monitoring Software](https://www.g2.com/categories/server-monitoring), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [IT Alerting Software](https://www.g2.com/categories/it-alerting), [Log Analysis Software](https://www.g2.com/categories/log-analysis), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm)

**Unique to Datadog (14):** [Observability Pipeline Software](https://www.g2.com/categories/observability-pipeline), [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-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), [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools), [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), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem)

**Unique to Last9 (1):** [AWS Marketplace Software](https://www.g2.com/categories/aws-marketplace)


---
## Reviewer Demographics

### By Company Size

| Segment | Datadog | Last9 | 
|---|---|---|
| **Small-Business** | 19.0% | 31.4% | 
| **Mid-Market** | 47.4% | 66.7% | 
| **Enterprise** | 33.6% | 2.0% | 

### By Industry

#### Datadog

- **Information Technology and Services:** 18.4%
- **Computer Software:** 18.0%
- **Financial Services:** 8.8%
- **Internet:** 4.0%
- **Computer & Network Security:** 3.3%
- **Retail:** 2.9%
- **Banking:** 2.4%
- **Hospital & Health Care:** 2.3%
- **Insurance:** 1.9%
- **Marketing and Advertising:** 1.6%
- **Other:** 36.4%

#### Last9

- **Computer Software:** 43.1%
- **Financial Services:** 17.6%
- **Leisure, Travel & Tourism:** 9.8%
- **Information Technology and Services:** 3.9%
- **Computer Games:** 3.9%
- **Broadcast Media:** 3.9%
- **Staffing and Recruiting:** 2.0%
- **Real Estate:** 2.0%
- **Online Media:** 2.0%
- **Marketing and Advertising:** 2.0%
- **Other:** 9.8%

---
## Alternatives

### Alternatives to Datadog

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (479 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (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 (637 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (321 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (434 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (401 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)

### Alternatives to Last9

- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) — 4.3/5 stars (838 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (479 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (637 reviews)
- [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (434 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (401 reviews)
- [LaunchDarkly](https://www.g2.com/products/launchdarkly/reviews) — 4.5/5 stars (740 reviews)
- [Progress WhatsUp Gold](https://www.g2.com/products/progress-whatsup-gold/reviews) — 4.4/5 stars (387 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 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"

### Last9

No discussions available for this product.

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/datadog-vs-last9-last9)