# Elastic Stack, Lenses vs New Relic Comparison

| | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Star Rating** | 4.5 out of 5 | 4.2 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 103 | 17 | 583 | 
| **Largest Market Segment** | Mid-Market (42.9% of reviews) | Enterprise (50.0% of reviews) | Mid-Market (42.5% of reviews) | 
| **Entry Level Price** | No pricing available | Free | $0.00 | 

---
## Top Pros & Cons

### Elastic Stack

Pros:
- Ease of Use (3 reviews)
- Flexibility (3 reviews)

Cons:
- Resource Management (3 reviews)
- Complexity Issues (2 reviews)

### Lenses

Pros:
- Ease of Use (7 reviews)
- User Interface (6 reviews)

Cons:
- Feature Limitations (5 reviews)
- Limitations (5 reviews)

### New Relic

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

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

---
## Ratings Comparison
| Rating | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
  | **Meets Requirements** | 8.9 (75 reviews) | 8.2 (13 reviews) | 8.9 (498 reviews) | 
  | **Ease of Use** | 8.0 (72 reviews) | 9.4 (14 reviews) | 8.4 (504 reviews) | 
  | **Ease of Setup** | 7.6 (32 reviews) | 7.6 (11 reviews) | 8.7 (286 reviews) | 
  | **Ease of Admin** | 7.6 (24 reviews) | 8.8 (11 reviews) | 8.5 (199 reviews) | 
  | **Quality of Support** | 8.2 (68 reviews) | 7.4 (14 reviews) | 8.5 (438 reviews) | 
  | **Has the product been a good partner in doing business?** | 8.5 (22 reviews) | 8.5 (10 reviews) | 8.5 (191 reviews) | 
  | **Product Direction (% positive)** | 9.0 (72 reviews) | 5.5 (13 reviews) | 8.6 (497 reviews) | 

---
## Pricing

### Elastic Stack

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### Lenses

#### Entry-Level Pricing

Plan: Community Edition

Price: Free

Description: Run it now, for free, forever. Connect it to up to 2 Kafka clusters or your local instance.

Key Features:
- Full observability features
- Supports all kafka vendors
- 2 user accounts

[Browse all 3 editions](https://www.g2.com/products/lenses/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

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 8.2/10 | 43 |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Reports

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Reports Interface** | 8.1 (37 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 7.6 (32 reviews) | Not enough data | Not enough data | 
| **Graphs and Charts** | 8.4 (36 reviews) | Not enough data | Not enough data | 
| **Score Cards** | 8.3 (34 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 8.6 (38 reviews) | Not enough data | Not enough data | 

#### Self Service 

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Calculated Fields** | Not enough data | Not enough data | Not enough data | 
| **Data Column Filtering** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | Not enough data | 
| **Collaboration / Workflow** | Not enough data | Not enough data | Not enough data | 
| **Automodeling** | Not enough data | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Predictive Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 
| **Big Data Services** | Not enough data | Not enough data | Not enough data | 

#### Building Reports

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 8.5/10 | 45 |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Reports

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Reports Interface** | 8.1 (37 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 7.6 (32 reviews) | Not enough data | Not enough data | 
| **Graphs and Charts** | 8.4 (36 reviews) | Not enough data | Not enough data | 
| **Score Cards** | 8.3 (34 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 8.6 (38 reviews) | Not enough data | Not enough data | 

#### Reports

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Reports Interface** | 8.6 (21 reviews) | Not enough data | Not enough data | 
| **Share Reports** | 8.7 (20 reviews) | Not enough data | Not enough data | 
| **Steps to Answer** | 8.3 (20 reviews) | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **AI Text Generation** | 9.0 (7 reviews) | Not enough data | Not enough data | 
| **AI Text Summarization** | 9.0 (8 reviews) | Not enough data | Not enough data | 

#### Visualization

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Graphs and Charts** | 8.8 (21 reviews) | Not enough data | Not enough data | 
| **Score Cards** | 8.8 (20 reviews) | Not enough data | Not enough data | 
| **Dashboards** | 9.0 (23 reviews) | Not enough data | Not enough data | 
| **Formats** | 8.7 (22 reviews) | Not enough data | Not enough data | 

#### Data Updates

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Historical Snapshots** | 8.5 (22 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 9.0 (23 reviews) | Not enough data | Not enough data | 

#### Collaboration

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Sharing** | 8.6 (22 reviews) | Not enough data | Not enough data | 
| **Co-Editing** | 8.3 (21 reviews) | Not enough data | Not enough data | 
| **Devices** | 8.3 (22 reviews) | Not enough data | Not enough data | 

#### Data Updates

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Historical Snapshots** | 8.5 (27 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 8.4 (34 reviews) | Not enough data | Not enough data | 
| **Email Reports** | 8.2 (29 reviews) | Not enough data | Not enough data | 

### Data Masking

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | 9.0/10 | 6 |
| **New Relic** | N/A | N/A |

#### Data Masking

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Sensitive Fields** | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Dynamic Masking** | Not enough data | 8.3 (5 reviews) | Not enough data | 
| **Static Masking** | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Consistent Masking** | Not enough data | 8.6 (6 reviews) | Not enough data | 
| **Random Masking** | Not enough data | 7.7 (5 reviews) | Not enough data | 

### Event Stream Processing

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Data

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Processing** | Not enough data | 7.7 (5 reviews) | Not enough data | 
| **Data Sources** | Not enough data | Not enough data | Not enough data | 
| **Integration** | Not enough data | 7.7 (5 reviews) | Not enough data | 
| **Real-Time Processing** | Not enough data | 8.0 (5 reviews) | Not enough data | 

#### Analytics

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Reporting &amp; Analytics** | Not enough data | 8.3 (5 reviews) | Not enough data | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Administration

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | Not enough data | 
| **Recommendations** | Not enough data | Feature Not Available | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Business Glossary** | Not enough data | Feature Not Available | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Data Profililng** | Not enough data | Not enough data | Not enough data | 
| **Reporting and Visualization** | Not enough data | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | Not enough data | 

#### Compliance

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | 
| **Training and Guidelines** | Not enough data | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Roles Management** | Not enough data | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | Not enough data | 

#### Data Quality

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | Not enough data | 

#### Maintainence

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

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

### Digital Experience Monitoring (DEM)

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | 9.2/10 | 23 |

#### Experience

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

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

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

#### Management

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

#### Performance

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

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | Not enough data | 

#### Functionality

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Extraction** | Not enough data | Not enough data | Not enough data | 
| **Transformation** | Not enough data | Not enough data | Not enough data | 
| **Loading** | Not enough data | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 

### Cloud Infrastructure Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | 8.5/10 | 99 |

#### Monitoring

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Usage Monitoring** | Not enough data | Not enough data | 8.9 (89 reviews) | 
| **Database Monitoring** | Not enough data | Not enough data | 8.7 (91 reviews) | 
| **API Monitoring** | Not enough data | Not enough data | 8.9 (86 reviews) | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | Not enough data | Not enough data | 9.0 (89 reviews) | 
| **Security and Compliance Monitoring** | Not enough data | Not enough data | 8.8 (21 reviews) | 

#### Administration

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | 8.6 (85 reviews) | 
| **Multi-Cloud Management** | Not enough data | Not enough data | 8.5 (81 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.5 (77 reviews) | 
| **Auto-Scaling &amp; Resource Optimization** | Not enough data | Not enough data | 8.8 (20 reviews) | 

#### Analysis

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | 8.8 (87 reviews) | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | 9.3 (90 reviews) | 
| **Spend Forecasting and Optimization** | Not enough data | Not enough data | 7.9 (78 reviews) | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Multi-step Planning** | Not enough data | Not enough data | 8.2 (18 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.2 (18 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.9 (18 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.9 (18 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.1 (18 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.1 (18 reviews) | 

#### AI Automation - Cloud Infrastructure Monitoring

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **AI-Powered Anomaly Detection** | Not enough data | Not enough data | 8.1 (17 reviews) | 
| **AI-Driven Insight Recommendations** | Not enough data | Not enough data | 8.0 (17 reviews) | 

### Incident Management

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | 8.5/10 | 75 |

#### Monitoring

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

#### Management Tools

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

#### Generative AI

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

#### Agentic AI - Incident Management

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

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | 9.6/10 | 15 |

#### Functionality

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Artificial Intelligence** | Not enough data | Not enough data | 9.8 (11 reviews) | 
| **Machine Learning** | Not enough data | Not enough data | 10.0 (10 reviews) | 
| **Systems Monitoring** | Not enough data | Not enough data | 9.8 (14 reviews) | 

#### Issue Resolution

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Root Cause Identification** | Not enough data | Not enough data | 9.3 (14 reviews) | 
| **Proactive Identification** | Not enough data | Not enough data | 9.5 (14 reviews) | 
| **Resolution Guidance** | Not enough data | Not enough data | 9.6 (12 reviews) | 

#### Management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **System Integration** | Not enough data | Not enough data | 9.6 (15 reviews) | 
| **Alerting** | Not enough data | Not enough data | 9.7 (15 reviews) | 
| **Reporting** | Not enough data | Not enough data | 9.4 (15 reviews) | 

#### Generative AI

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - AIOps Platforms

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

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | 8.7/10 | 106 |

#### Visibility

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Dashboards and Visualizations** | Not enough data | Not enough data | 9.2 (100 reviews) | 
| **Alerts and Notifications** | Not enough data | Not enough data | 9.2 (102 reviews) | 
| **Reporting** | Not enough data | Not enough data | 9.0 (99 reviews) | 

#### Monitoring and Management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Automation** | Not enough data | Not enough data | 8.8 (94 reviews) | 
| **Performance Baseline** | Not enough data | Not enough data | 9.0 (98 reviews) | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 9.2 (101 reviews) | 

#### Agentic AI - Log Monitoring

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.4 (33 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.3 (34 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.3 (33 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.4 (33 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 8.2 (33 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.4 (33 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.3 (34 reviews) | 

### Server Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | 8.7/10 | 99 |

#### Visibility 

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Dashboards and Visualizations** | Not enough data | Not enough data | 9.2 (95 reviews) | 
| **Alerts and Notifications** | Not enough data | Not enough data | 9.2 (92 reviews) | 
| **Reporting** | Not enough data | Not enough data | 9.0 (91 reviews) | 

#### Monitoring and Management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Multi-Server Management** | Not enough data | Not enough data | 8.8 (87 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.4 (85 reviews) | 
| **Performance Baseline** | Not enough data | Not enough data | 8.7 (88 reviews) | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 8.9 (91 reviews) | 
| **Immediate Alert Notification** | Not enough data | Not enough data | 8.9 (89 reviews) | 
| **Proactive Server Monitoring Software** | Not enough data | Not enough data | 8.9 (87 reviews) | 

#### Cloud environment support

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Server Monitoring For Cloud Deployments** | Not enough data | Not enough data | 8.9 (77 reviews) | 
| **Software Scaling** | Not enough data | Not enough data | 8.4 (73 reviews) | 

#### Agentic AI - Server Monitoring

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.4 (17 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.4 (17 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.3 (17 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.4 (17 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 8.4 (19 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.6 (18 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.6 (17 reviews) | 

### Log Analysis

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 8.6/10 | 16 |
| **Lenses** | N/A | N/A |
| **New Relic** | 8.9/10 | 82 |

#### Data Preparation

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Sources** | 8.6 (12 reviews) | Not enough data | 9.1 (67 reviews) | 
| **Indexing** | 9.1 (13 reviews) | Not enough data | 9.0 (62 reviews) | 
| **Automated Tagging** | 8.8 (11 reviews) | Not enough data | 8.5 (62 reviews) | 
| **Data Blending** | 8.2 (10 reviews) | Not enough data | 8.6 (60 reviews) | 

#### Analysis

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Track Trends** | 8.2 (10 reviews) | Not enough data | 9.1 (62 reviews) | 
| **Detect Anomalies** | 8.2 (10 reviews) | Not enough data | 9.1 (64 reviews) | 
| **Metric and Event Data** | 9.0 (13 reviews) | Not enough data | 9.1 (68 reviews) | 
| **Search** | 9.0 (14 reviews) | Not enough data | 9.0 (68 reviews) | 
| **Alerts** | 8.3 (12 reviews) | Not enough data | 9.3 (69 reviews) | 
| **Live Tail** | 8.0 (9 reviews) | Not enough data | 8.9 (63 reviews) | 

#### Visualization

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Dashboards** | 9.0 (12 reviews) | Not enough data | 9.5 (72 reviews) | 
| **Data Discovery** | 8.6 (11 reviews) | Not enough data | 9.1 (65 reviews) | 

#### Agentic AI - Log Analysis

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.7 (23 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.6 (23 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.6 (23 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.6 (23 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 8.6 (23 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.8 (23 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.7 (23 reviews) | 

### Data Fabric

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 
| **Multi - Platform** | Not enough data | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Analytics** | Not enough data | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Compliance** | Not enough data | Not enough data | Not enough data | 
| **Governance** | Not enough data | Not enough data | Not enough data | 
| **Data Protection** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Fabric

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | 8.7/10 | 187 |

#### Monitoring

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Performance Baselines** | Not enough data | Not enough data | 8.9 (162 reviews) | 
| **Performance Analysis** | Not enough data | Not enough data | 9.0 (168 reviews) | 
| **Performance Monitoring** | Not enough data | Not enough data | 9.2 (170 reviews) | 
| **AI/ML Assistance** | Not enough data | Not enough data | 7.7 (136 reviews) | 
| **Multi-System Monitoring** | Not enough data | Not enough data | 8.9 (155 reviews) | 

#### Response

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Dashboards and Visualization** | Not enough data | Not enough data | 9.1 (171 reviews) | 
| **Incident Alerting** | Not enough data | Not enough data | 8.9 (163 reviews) | 
| **Root Cause Analysis (RCA)** | Not enough data | Not enough data | 8.6 (156 reviews) | 

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

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 8.4 (52 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 8.6 (53 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 8.5 (53 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.4 (51 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.2 (51 reviews) | 

#### Performance

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Real User Monitoring (RUM)** | Not enough data | Not enough data | 8.6 (152 reviews) | 
| **Second by Second Metrics** | Not enough data | Not enough data | 8.5 (142 reviews) | 

#### Functionality

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Synthetic Monitoring** | Not enough data | Not enough data | 8.8 (149 reviews) | 
| **Dynamic Transaction Mapping** | Not enough data | Not enough data | 8.5 (143 reviews) | 
| **Load Balancing** | Not enough data | Not enough data | 8.2 (138 reviews) | 
| **Cloud Observability** | Not enough data | Not enough data | 8.8 (150 reviews) | 

### DevOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Configuration Management** | Not enough data | Not enough data | Not enough data | 
| **Access Control** | Not enough data | Not enough data | Not enough data | 
| **Orchestration** | Not enough data | Not enough data | Not enough data | 

#### Functionality

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | Not enough data | 
| **Extensibility** | Not enough data | Not enough data | Not enough data | 

#### Processes

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Pipeline Control** | Not enough data | Not enough data | Not enough data | 
| **Workflow Visualization** | Not enough data | Not enough data | Not enough data | 
| **Continuous Deployment** | Not enough data | Not enough data | Not enough data | 

### Document Databases

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 7.7/10 | 5 |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Model** | 8.3 (5 reviews) | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | Not enough data | 
| **Built - In Search** | 8.0 (5 reviews) | Not enough data | Not enough data | 
| **Event Triggers** | 7.3 (5 reviews) | Not enough data | Not enough data | 

#### Availability

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Auto Sharding** | Not enough data | Not enough data | Not enough data | 
| **Auto Recovery** | 7.0 (5 reviews) | Not enough data | Not enough data | 
| **Data Replication** | 8.0 (5 reviews) | Not enough data | Not enough data | 

#### Performance

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Query Optimization** | 7.3 (5 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Role-Based Authorization** | Not enough data | Not enough data | Not enough data | 
| **Authentication** | 8.0 (5 reviews) | Not enough data | Not enough data | 
| **Audit Logs** | Not enough data | Not enough data | Not enough data | 
| **Encryption** | Not enough data | Not enough data | Not enough data | 

#### Support

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Multi-Model** | Not enough data | Not enough data | Not enough data | 
| **Operating Systems** | Not enough data | Not enough data | Not enough data | 
| **BI Connectors** | Not enough data | Not enough data | Not enough data | 

### Graph Databases

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | 9.2/10 | 5 |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Model** | Not enough data | Not enough data | Not enough data | 
| **Data Types** | 9.7 (5 reviews) | Not enough data | Not enough data | 
| **Built - In Search** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Event Triggers** | 8.7 (5 reviews) | Not enough data | Not enough data | 
| **Query Language** | 9.3 (5 reviews) | Not enough data | Not enough data | 

#### Availability

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Auto Sharding** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Auto Recovery** | 9.3 (5 reviews) | Not enough data | Not enough data | 

#### Performance

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Query Optimization** | 9.0 (5 reviews) | Not enough data | Not enough data | 

#### Security

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Role-Based Authorization** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Authentication** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Audit Logs** | 9.3 (5 reviews) | Not enough data | Not enough data | 
| **Encryption** | 9.0 (5 reviews) | Not enough data | Not enough data | 

#### Support

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Multi-Model** | Not enough data | Not enough data | Not enough data | 
| **BI Connectors** | Not enough data | Not enough data | Not enough data | 
| **Operating Systems** | Not enough data | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Data Management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Integration** | Not enough data | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | Not enough data | 
| **Self-service** | Not enough data | Not enough data | Not enough data | 
| **Automated workflows** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Analytics

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Analytics capabilities** | Not enough data | Not enough data | Not enough data | 
| **Dasboard visualizations** | Not enough data | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Observability** | Not enough data | Not enough data | Not enough data | 
| **Testing capabilities** | Not enough data | Not enough data | Not enough data | 

#### Cloud Deployment

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Hybrid cloud support** | Not enough data | Not enough data | Not enough data | 
| **Cloud migration capabilities** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | Not enough data | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | 8.6/10 | 37 |

#### Alerts management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Multi-mode alerts** | Not enough data | Not enough data | 8.4 (34 reviews) | 
| **Opimization alerts** | Not enough data | Not enough data | 8.3 (35 reviews) | 
| **Incident alerts** | Not enough data | Not enough data | 9.0 (36 reviews) | 

#### Monitoring

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Resource utilization** | Not enough data | Not enough data | 8.6 (36 reviews) | 
| **Real-time monitoring** | Not enough data | Not enough data | 9.4 (36 reviews) | 
| **Performance baseline** | Not enough data | Not enough data | 8.7 (36 reviews) | 
| **API monitoring** | Not enough data | Not enough data | 9.1 (36 reviews) | 

#### Automation

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Resolution automation** | Not enough data | Not enough data | 8.1 (35 reviews) | 
| **Automation** | Not enough data | Not enough data | 8.4 (36 reviews) | 

#### Analysis

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Search** | Not enough data | Not enough data | 8.5 (35 reviews) | 
| **Reporting** | Not enough data | Not enough data | 8.6 (36 reviews) | 
| **Visualization** | Not enough data | Not enough data | 9.0 (36 reviews) | 
| **Track trends** | Not enough data | Not enough data | 8.4 (35 reviews) | 

#### Issue Resolution

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Root cause identification** | Not enough data | Not enough data | 8.3 (36 reviews) | 
| **Resolution guidance** | Not enough data | Not enough data | 8.2 (36 reviews) | 
| **Proactive identification** | Not enough data | Not enough data | 8.8 (36 reviews) | 

### Data Observability

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Functionality

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Real-time Analytics** | Not enough data | Not enough data | Not enough data | 
| **Data quality monitoring** | Not enough data | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **End to End visiblity** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Anomaly identification** | Not enough data | Not enough data | Not enough data | 
| **Single pane view** | Not enough data | Not enough data | Not enough data | 
| **Real-time alerts** | Not enough data | Not enough data | Not enough data | 
| **Data lineage** | Not enough data | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | Not enough data | 

#### Generative AI

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Data Observability

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 

### IT Alerting

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | 7.9/10 | 37 |

#### Generative AI

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 7.3 (37 reviews) | 

#### Agentic AI - IT Alerting

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 7.9 (19 reviews) | 
| **Multi-step Planning** | Not enough data | Not enough data | 8.0 (19 reviews) | 
| **Cross-system Integration** | Not enough data | Not enough data | 7.9 (19 reviews) | 
| **Adaptive Learning** | Not enough data | Not enough data | 7.9 (19 reviews) | 
| **Natural Language Interaction** | Not enough data | Not enough data | 7.8 (19 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 8.0 (19 reviews) | 
| **Decision Making** | Not enough data | Not enough data | 8.1 (19 reviews) | 

### Observability Software

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | 8.9/10 | 18 |

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

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Multi-Telemetry Ingestion** | Not enough data | Not enough data | 9.2 (16 reviews) | 
| **OpenTelemetry Support** | Not enough data | Not enough data | 9.4 (16 reviews) | 

#### Agentic AI - Observability Software

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

#### Visualization &amp; Dashboards - Observability

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Service Dependency Mapping** | Not enough data | Not enough data | 9.4 (16 reviews) | 
| **Unified Dashboard** | Not enough data | Not enough data | 9.0 (16 reviews) | 
| **Trace Visualization** | Not enough data | Not enough data | 9.2 (16 reviews) | 

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

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Cross-Telemetry Correlation** | Not enough data | Not enough data | 9.2 (16 reviews) | 
| **Root Cause Detection** | Not enough data | Not enough data | 9.4 (17 reviews) | 
| **Intelligent Alerting** | Not enough data | Not enough data | 9.3 (16 reviews) | 

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

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Kubernetes Monitoring** | Not enough data | Not enough data | 8.9 (16 reviews) | 
| **Hybrid/Multi-Cloud Support** | Not enough data | Not enough data | 8.8 (16 reviews) | 

#### AI Features - Observability

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Predictive Insights** | Not enough data | Not enough data | 8.2 (16 reviews) | 
| **AI-Generated Incident Summaries** | Not enough data | Not enough data | 8.5 (16 reviews) | 
| **AI Anomaly Detection** | Not enough data | Not enough data | 9.0 (16 reviews) | 

### AI SRE Tools

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

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

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

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

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

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

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

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

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

### Data Security

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Compliance

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Access Management** | Not enough data | Not enough data | Not enough data | 
| **At-Risk Analysis** | Not enough data | Not enough data | Not enough data | 
| **DLP Configuration** | Not enough data | Not enough data | Not enough data | 
| **Sensitive Data Compliance** | Not enough data | Not enough data | Not enough data | 

#### Administration

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Database Management** | Not enough data | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | Not enough data | 
| **Backup** | Not enough data | Not enough data | Not enough data | 
| **API / integrations** | Not enough data | Not enough data | Not enough data | 

#### Security 

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Multi-Factor Authentication** | Not enough data | Not enough data | Not enough data | 
| **Data Transport** | Not enough data | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | Not enough data | 
| **Security Tools** | Not enough data | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Database

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Real-Time Data Collection** | Not enough data | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | Not enough data | Not enough data | 

#### Integrations

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Machine Scaling** | Not enough data | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | Not enough data | 

#### Processing

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Cloud Processing** | Not enough data | Not enough data | Not enough data | 
| **Workload Processing** | Not enough data | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Building Reports

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | Not enough data | 

#### Platform

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | 

### NoSQL Databases

| Product | Score | Reviews |
|---|---|---|
| **Elastic Stack** | N/A | N/A |
| **Lenses** | N/A | N/A |
| **New Relic** | N/A | N/A |

#### Database Features

| Feature | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Storage** | Not enough data | Not enough data | Not enough data | 
| **Availability** | Not enough data | Not enough data | Not enough data | 
| **Stability** | Not enough data | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | Not enough data | 
| **Security** | Not enough data | Not enough data | Not enough data | 
| **Data Manipulation** | Not enough data | Not enough data | Not enough data | 
| **Query Language** | Not enough data | Not enough data | Not enough data | 

---
## Categories

**Unique to Elastic Stack (7):** [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Log Analysis Software](https://www.g2.com/categories/log-analysis), [Graph Databases](https://www.g2.com/categories/graph-databases), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Document Databases](https://www.g2.com/categories/document-databases), [Data Fabric Software](https://www.g2.com/categories/data-fabric)

**Unique to Lenses (10):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [Event Stream Processing Software](https://www.g2.com/categories/event-stream-processing), [Data Masking Software](https://www.g2.com/categories/data-masking), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [Data Observability Software](https://www.g2.com/categories/data-observability), [ETL Tools](https://www.g2.com/categories/etl-tools), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution)

**Unique to New Relic (12):** [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), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem), [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), [Incident Management Software](https://www.g2.com/categories/incident-management), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Observability Software](https://www.g2.com/categories/observability-software), [ AI SRE Tools Software](https://www.g2.com/categories/ai-sre-tools)


---
## Reviewer Demographics

### By Company Size

| Segment | Elastic Stack | Lenses | New Relic | 
|---|---|---|---|
| **Small-Business** | 23.5% | 12.5% | 27.9% | 
| **Mid-Market** | 42.9% | 37.5% | 42.5% | 
| **Enterprise** | 33.7% | 50.0% | 29.5% | 

### By Industry

#### Elastic Stack

- **Computer Software:** 24.2%
- **Information Technology and Services:** 22.1%
- **Telecommunications:** 5.3%
- **Financial Services:** 4.2%
- **Computer &amp; Network Security:** 3.2%
- **Marketing and Advertising:** 3.2%
- **Automotive:** 3.2%
- **Consumer Services:** 2.1%
- **Internet:** 2.1%
- **Retail:** 2.1%
- **Other:** 28.4%

#### Lenses

- **Retail:** 12.5%
- **Human Resources:** 12.5%
- **Banking:** 12.5%
- **Consulting:** 6.3%
- **Transportation/Trucking/Railroad:** 6.3%
- **Sports:** 6.3%
- **Maritime:** 6.3%
- **Leisure, Travel &amp; Tourism:** 6.3%
- **Information Technology and Services:** 6.3%
- **Financial Services:** 6.3%
- **Other:** 18.8%

#### New Relic

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

---
## Alternatives

### Alternatives to Elastic Stack

- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1640 reviews)
- [Data Studio](https://www.g2.com/products/data-studio/reviews) — 4.4/5 stars (474 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (704 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1052 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (431 reviews)
- [AgencyAnalytics](https://www.g2.com/products/agencyanalytics/reviews) — 4.7/5 stars (446 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)

### Alternatives to Lenses

- [Confluent](https://www.g2.com/products/confluent/reviews) — 4.4/5 stars (114 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (704 reviews)
- [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews)
- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Egnyte](https://www.g2.com/products/egnyte/reviews) — 4.5/5 stars (1157 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1237 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (739 reviews)
- [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews)
- [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2272 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (476 reviews)

### Alternatives to New Relic

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (704 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (476 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (635 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)
- [Coralogix](https://www.g2.com/products/coralogix/reviews) — 4.6/5 stars (343 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (319 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (396 reviews)
- [Sentry](https://www.g2.com/products/sentry/reviews) — 4.5/5 stars (199 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (293 reviews)

---
## Top Discussions

### Elastic Stack

- Title: [What is Grafana and Kibana?](https://www.g2.com/discussions/what-is-grafana-and-kibana) — 1 comment
  > **Top comment:** "Grahical interfaces to underlying data sources."
- Title: [What are the features of Kibana?](https://www.g2.com/discussions/what-are-the-features-of-kibana) — 1 comment
  > **Top comment:** "Visualisation is the primary of kibana"

### Lenses

No discussions available for this product.

### New Relic

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

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

