# Helios, ServiceNow Cloud Observability (formerly LightStep) vs Sentry Comparison

| | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Star Rating** | 4.9 out of 5 | 4.6 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 12 | 20 | 199 | 
| **Largest Market Segment** | Small-Business (50.0% of reviews) | Enterprise (47.4% of reviews) | Small-Business (59.0% of reviews) | 
| **Entry Level Price** | No pricing available | Free   Get started quickly | Free | 

---
## Top Pros & Cons

### Helios

**Not enough data**

### ServiceNow Cloud Observability (formerly LightStep)

**Not enough data**

### Sentry

Pros:
- Ease of Use (21 reviews)
- Error Tracking (21 reviews)

Cons:
- Pricing Issues (7 reviews)
- Error Handling (6 reviews)

---
## Ratings Comparison
| Rating | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
  | **Meets Requirements** | 8.7 (10 reviews) | 9.0 (14 reviews) | 9.1 (138 reviews) | 
  | **Ease of Use** | 7.8 (9 reviews) | 9.2 (14 reviews) | 8.7 (143 reviews) | 
  | **Ease of Setup** | Not enough data | Not enough data | 8.8 (92 reviews) | 
  | **Ease of Admin** | Not enough data | Not enough data | 8.8 (43 reviews) | 
  | **Quality of Support** | 10.0 (8 reviews) | 9.6 (14 reviews) | 8.6 (106 reviews) | 
  | **Has the product been a good partner in doing business?** | Not enough data | Not enough data | 9.0 (36 reviews) | 
  | **Product Direction (% positive)** | 10.0 (10 reviews) | 7.9 (11 reviews) | 9.2 (137 reviews) | 

---
## Pricing

### Helios

#### Entry-Level Pricing

No pricing available

#### Free Trial

No information available

### ServiceNow Cloud Observability (formerly LightStep)

#### Entry-Level Pricing

Plan: Community

Price: Free   Get started quickly

Key Features:
- Best for small projects
- Explore every feature
-  Community support

[Browse all 3 editions](https://www.g2.com/products/servicenow-cloud-observability-formerly-lightstep/pricing)

#### Free Trial

Yes

### Sentry

#### Entry-Level Pricing

Plan: Developer

Price: Free

Description: For solo devs working on small projects

Key Features:
- 5k events/month
- 1 user
- 30 day history

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

#### Free Trial

Yes

---
## Features Comparison By Category

### Session Replay

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | N/A | N/A |
| **Sentry** | 8.0/10 | 8 |

#### User Behavior

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Click Tracking** | Not enough data | Not enough data | 8.3 (5 reviews) | 
| **Mouse Movement ** | Not enough data | Not enough data | 7.0 (5 reviews) | 
| **Frustration Tracking** | Not enough data | Not enough data | 7.7 (5 reviews) | 

#### A/B Testing 

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Error and Bug Tracking** | Not enough data | Not enough data | 8.8 (7 reviews) | 
| **Split URL Testing** | Not enough data | Not enough data | Feature Not Available | 
| **Data Analysis** | Not enough data | Not enough data | 7.3 (5 reviews) | 
| **Notes** | Not enough data | Not enough data | Not enough data | 

#### Visitor Information

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **User Identification** | Not enough data | Not enough data | 8.7 (5 reviews) | 
| **Search Box** | Not enough data | Not enough data | 8.0 (5 reviews) | 

#### Agentic AI - Session Replay

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 

### Website Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | N/A | N/A |
| **Sentry** | 8.6/10 | 11 |

#### Functionality

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Baseline** | Not enough data | Not enough data | Feature Not Available | 
| **Alerting** | Not enough data | Not enough data | 8.9 (11 reviews) | 
| **Multi-Site Monitoring** | Not enough data | Not enough data | 8.3 (8 reviews) | 
| **Reporting** | Not enough data | Not enough data | 8.8 (10 reviews) | 
| **Multi-Channel Alerting** | Not enough data | Not enough data | 8.5 (10 reviews) | 
| **Location Insights** | Not enough data | Not enough data | Feature Not Available | 

#### Agentic AI - Website Monitoring

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **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 | 

### Digital Experience Monitoring (DEM)

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | N/A | N/A |
| **Sentry** | N/A | N/A |

#### Experience

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Real-Time Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Session Replay** | Not enough data | Not enough data | Not enough data | 
| **Behavioral Analysis** | Not enough data | Not enough data | Feature Not Available | 

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

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Management

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Content Management** | Not enough data | Not enough data | Feature Not Available | 
| **Alerts** | Not enough data | Not enough data | Not enough data | 
| **Budget Analysis** | Not enough data | Not enough data | Feature Not Available | 

#### Performance

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Uptime Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Issue Tracking** | Not enough data | Not enough data | Not enough data | 
| **Resource Monitoring** | Not enough data | Not enough data | Not enough data | 

### Database Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | N/A | N/A |
| **Sentry** | N/A | N/A |

#### Functionality

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Alerting** | Not enough data | Not enough data | Not enough data | 
| **Logging** | Not enough data | Not enough data | Not enough data | 
| **Response Time** | Not enough data | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Database Monitoring

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

### Cloud Infrastructure Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | N/A | N/A |
| **Sentry** | N/A | N/A |

#### Monitoring

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Usage Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Database Monitoring** | Not enough data | Not enough data | Not enough data | 
| **API Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Security and Compliance Monitoring** | Not enough data | Not enough data | Not enough data | 

#### Administration

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Activity Monitoring** | Not enough data | Feature Not Available | Not enough data | 
| **Multi-Cloud Management** | Not enough data | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | Not enough data | 
| **Auto-Scaling &amp; Resource Optimization** | Not enough data | Not enough data | Not enough data | 

#### Analysis

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Reporting** | Not enough data | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | Not enough data | 
| **Spend Forecasting and Optimization** | Not enough data | Feature Not Available | Not enough data | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **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 | 

#### AI Automation - Cloud Infrastructure Monitoring

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **AI-Powered Anomaly Detection** | Not enough data | Not enough data | Not enough data | 
| **AI-Driven Insight Recommendations** | Not enough data | Not enough data | Not enough data | 

### Bug Tracking

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | N/A | N/A |
| **Sentry** | 8.5/10 | 74 |

#### Bug Reporting

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **User Reports &amp; Feedback** | Not enough data | Not enough data | 7.8 (40 reviews) | 
| **Tester Reports &amp; Feedback** | Not enough data | Not enough data | 7.5 (37 reviews) | 
| **Team Reports &amp; Comments** | Not enough data | Not enough data | 8.1 (43 reviews) | 

#### Bug Monitoring

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Analytics** | Not enough data | Not enough data | 9.2 (68 reviews) | 
| **Bug History** | Not enough data | Not enough data | 9.0 (52 reviews) | 
| **Data Retention** | Not enough data | Not enough data | 8.2 (45 reviews) | 

#### Agentic AI - Bug Tracking

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 9.3 (5 reviews) | 
| **Proactive Assistance** | Not enough data | Not enough data | 9.3 (5 reviews) | 

### Mobile Crash Reporting

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | N/A | N/A |
| **Sentry** | 8.2/10 | 12 |

#### Crash Monitoring

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Constant Monitoring** | Not enough data | Not enough data | 9.2 (11 reviews) | 
| **Timely Alerts** | Not enough data | Not enough data | 8.6 (12 reviews) | 
| **User Reports and Feedback** | Not enough data | Not enough data | 7.4 (11 reviews) | 

#### Crash Data

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Report Generation** | Not enough data | Not enough data | 8.0 (11 reviews) | 
| **Crash Solutions** | Not enough data | Not enough data | 8.2 (11 reviews) | 
| **Analytics** | Not enough data | Not enough data | 8.0 (11 reviews) | 

#### Metrics

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Engagement** | Not enough data | Not enough data | Feature Not Available | 
| **Exit Tracking** | Not enough data | Not enough data | Feature Not Available | 
| **Retention** | Not enough data | Not enough data | Feature Not Available | 
| **Return** | Not enough data | Not enough data | Feature Not Available | 
| **Conversions** | Not enough data | Not enough data | Feature Not Available | 

### Log Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | 9.1/10 | 7 |
| **Sentry** | 8.7/10 | 26 |

#### Visibility

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Dashboards and Visualizations** | Not enough data | 9.5 (7 reviews) | 8.7 (21 reviews) | 
| **Alerts and Notifications** | Not enough data | 7.9 (7 reviews) | 8.6 (22 reviews) | 
| **Reporting** | Not enough data | 9.3 (7 reviews) | 8.9 (19 reviews) | 

#### Monitoring and Management

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Automation** | Not enough data | 9.8 (7 reviews) | Feature Not Available | 
| **Performance Baseline** | Not enough data | 9.0 (7 reviews) | 8.6 (17 reviews) | 
| **Real-Time Monitoring** | Not enough data | 8.8 (7 reviews) | 8.4 (19 reviews) | 

#### Agentic AI - Log Monitoring

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **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 | 8.9 (6 reviews) | 
| **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 | 

### Enterprise Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Helios** | 9.1/10 | 9 |
| **ServiceNow Cloud Observability (formerly LightStep)** | N/A | N/A |
| **Sentry** | N/A | N/A |

#### Functionality

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Diverse Systems Monitoring** | 9.2 (8 reviews) | Not enough data | Not enough data | 
| **Real-Time Analytics** | 9.4 (9 reviews) | Not enough data | Not enough data | 
| **Observability** | 9.4 (9 reviews) | Not enough data | Not enough data | 
| **AI/ML Integration** | Feature Not Available | Not enough data | Not enough data | 

#### Management

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Single Pane of Glass** | 8.8 (7 reviews) | Not enough data | Not enough data | 
| **Dashboards and Visualization** | 9.3 (9 reviews) | Not enough data | Not enough data | 
| **Performance Baselines** | 8.5 (9 reviews) | Not enough data | Not enough data | 
| **Alerting** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Enterprise Monitoring

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **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 Analysis

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | N/A | N/A |
| **Sentry** | 9.7/10 | 8 |

#### Data Preparation

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Data Sources** | Not enough data | Not enough data | Not enough data | 
| **Indexing** | Not enough data | Not enough data | Not enough data | 
| **Automated Tagging** | Not enough data | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | Not enough data | 

#### Analysis

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Track Trends** | Not enough data | Not enough data | Not enough data | 
| **Detect Anomalies** | Not enough data | Not enough data | Not enough data | 
| **Metric and Event Data** | Not enough data | Not enough data | Not enough data | 
| **Search** | Not enough data | Not enough data | Not enough data | 
| **Alerts** | Not enough data | Not enough data | 9.7 (5 reviews) | 
| **Live Tail** | Not enough data | Not enough data | Not enough data | 

#### Visualization

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Dashboards** | Not enough data | Not enough data | Not enough data | 
| **Data Discovery** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Log Analysis

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **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 | 

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | 8.4/10 | 5 |
| **Sentry** | 8.3/10 | 45 |

#### Monitoring

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Performance Baselines** | Not enough data | 8.3 (5 reviews) | 8.6 (26 reviews) | 
| **Performance Analysis** | Not enough data | 8.7 (5 reviews) | 8.8 (31 reviews) | 
| **Performance Monitoring** | Not enough data | 8.0 (5 reviews) | 9.0 (35 reviews) | 
| **AI/ML Assistance** | Not enough data | Not enough data | 7.1 (19 reviews) | 
| **Multi-System Monitoring** | Not enough data | Not enough data | 8.8 (24 reviews) | 

#### Response

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Dashboards and Visualization** | Not enough data | Not enough data | 8.2 (28 reviews) | 
| **Incident Alerting** | Not enough data | Not enough data | 8.3 (36 reviews) | 
| **Root Cause Analysis (RCA)** | Not enough data | 8.7 (5 reviews) | 8.6 (29 reviews) | 

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

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Autonomous Task Execution** | 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 | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Performance

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Real User Monitoring (RUM)** | Not enough data | Not enough data | 8.9 (22 reviews) | 
| **Second by Second Metrics** | Not enough data | Not enough data | 7.9 (18 reviews) | 

#### Functionality

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Synthetic Monitoring** | Not enough data | Not enough data | Feature Not Available | 
| **Dynamic Transaction Mapping** | Not enough data | Not enough data | 7.9 (16 reviews) | 
| **Load Balancing** | Not enough data | Not enough data | Feature Not Available | 
| **Cloud Observability** | Not enough data | Not enough data | 7.2 (16 reviews) | 

### Container Monitoring

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | N/A | N/A |
| **Sentry** | N/A | N/A |

#### Alerts management

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Multi-mode alerts** | Not enough data | Not enough data | Not enough data | 
| **Opimization alerts** | Not enough data | Not enough data | Not enough data | 
| **Incident alerts** | Not enough data | Not enough data | Not enough data | 

#### Monitoring

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Resource utilization** | Not enough data | Not enough data | Not enough data | 
| **Real-time monitoring** | Not enough data | Not enough data | Not enough data | 
| **Performance baseline** | Not enough data | Not enough data | Not enough data | 
| **API monitoring** | Not enough data | Not enough data | Not enough data | 

#### Automation

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Resolution automation** | Not enough data | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | Not enough data | 

#### Analysis

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Search** | Not enough data | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | Not enough data | 
| **Visualization** | Not enough data | Not enough data | Not enough data | 
| **Track trends** | Not enough data | Not enough data | Not enough data | 

#### Issue Resolution

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Root cause identification** | Not enough data | Not enough data | Not enough data | 
| **Resolution guidance** | Not enough data | Not enough data | Not enough data | 
| **Proactive identification** | Not enough data | Not enough data | Not enough data | 

### Observability Software

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | N/A | N/A |
| **Sentry** | 9.4/10 | 7 |

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

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Multi-Telemetry Ingestion** | Not enough data | Not enough data | 8.7 (5 reviews) | 
| **OpenTelemetry Support** | Not enough data | Not enough data | Not enough data | 

#### Agentic AI - Observability Software

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Visualization &amp; Dashboards - Observability

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Service Dependency Mapping** | Not enough data | Not enough data | Feature Not Available | 
| **Unified Dashboard** | Not enough data | Not enough data | Not enough data | 
| **Trace Visualization** | Not enough data | Not enough data | 10.0 (6 reviews) | 

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

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Cross-Telemetry Correlation** | Not enough data | Not enough data | Not enough data | 
| **Root Cause Detection** | Not enough data | Not enough data | Not enough data | 
| **Intelligent Alerting** | Not enough data | Not enough data | Not enough data | 

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

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Kubernetes Monitoring** | Not enough data | Not enough data | Not enough data | 
| **Hybrid/Multi-Cloud Support** | Not enough data | Not enough data | Not enough data | 

#### AI Features - Observability

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Predictive Insights** | Not enough data | Not enough data | Feature Not Available | 
| **AI-Generated Incident Summaries** | Not enough data | Not enough data | Not enough data | 
| **AI Anomaly Detection** | Not enough data | Not enough data | Not enough data | 

### Mobile Analytics

| Product | Score | Reviews |
|---|---|---|
| **Helios** | N/A | N/A |
| **ServiceNow Cloud Observability (formerly LightStep)** | N/A | N/A |
| **Sentry** | N/A | N/A |

#### Metrics

| Feature | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Engagement** | Not enough data | Not enough data | Feature Not Available | 
| **Exit Tracking** | Not enough data | Not enough data | Feature Not Available | 
| **Retention** | Not enough data | Not enough data | Feature Not Available | 
| **Return** | Not enough data | Not enough data | Feature Not Available | 
| **Conversions** | Not enough data | Not enough data | Feature Not Available | 

---
## Categories

**Unique to Helios (1):** [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring)

**Unique to ServiceNow Cloud Observability (formerly LightStep) (7):** [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [Database Monitoring Tools](https://www.g2.com/categories/database-monitoring), [Observability Software](https://www.g2.com/categories/observability-software)

**Unique to Sentry (11):** [Observability Software](https://www.g2.com/categories/observability-software), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem), [Website Monitoring Software](https://www.g2.com/categories/website-monitoring), [Session Replay Software](https://www.g2.com/categories/session-replay), [Log Analysis Software](https://www.g2.com/categories/log-analysis), [Mobile Crash Reporting Software](https://www.g2.com/categories/mobile-crash-reporting), [Gaming Tools ](https://www.g2.com/categories/gaming-tools), [Bug Tracking Software](https://www.g2.com/categories/bug-tracking), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Peer Code Review Software](https://www.g2.com/categories/peer-code-review)


---
## Reviewer Demographics

### By Company Size

| Segment | Helios | ServiceNow Cloud Observability (formerly LightStep) | Sentry | 
|---|---|---|---|
| **Small-Business** | 50.0% | 15.8% | 59.0% | 
| **Mid-Market** | 25.0% | 36.8% | 29.7% | 
| **Enterprise** | 25.0% | 47.4% | 11.3% | 

### By Industry

#### Helios

- **Hospitality:** 33.3%
- **Computer Software:** 33.3%
- **Computer &amp; Network Security:** 16.7%
- **Utilities:** 8.3%
- **Information Technology and Services:** 8.3%

#### ServiceNow Cloud Observability (formerly LightStep)

- **Computer Software:** 47.4%
- **Information Technology and Services:** 10.5%
- **Financial Services:** 10.5%
- **Computer Games:** 10.5%
- **Telecommunications:** 5.3%
- **Online Media:** 5.3%
- **Gambling &amp; Casinos:** 5.3%
- **Entertainment:** 5.3%

#### Sentry

- **Computer Software:** 27.0%
- **Information Technology and Services:** 19.5%
- **Internet:** 6.9%
- **Financial Services:** 3.1%
- **Education Management:** 2.5%
- **Health, Wellness and Fitness:** 2.5%
- **Hospital &amp; Health Care:** 2.5%
- **Human Resources:** 2.5%
- **Logistics and Supply Chain:** 2.5%
- **Marketing and Advertising:** 2.5%
- **Other:** 28.3%

---
## Alternatives

### Alternatives to Helios

- [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews)
- [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) — 4.3/5 stars (836 reviews)
- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (705 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (636 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (478 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)
- [IBM Turbonomic](https://www.g2.com/products/ibm-turbonomic/reviews) — 4.4/5 stars (311 reviews)
- [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (293 reviews)

### Alternatives to ServiceNow Cloud Observability (formerly LightStep)

- [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (705 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 (478 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)
- [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (399 reviews)
- [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (636 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews)
- [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) — 4.3/5 stars (836 reviews)
- [LogRocket](https://www.g2.com/products/logrocket/reviews) — 4.6/5 stars (2360 reviews)

### Alternatives to Sentry

- [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 (705 reviews)
- [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (320 reviews)
- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews)
- [LogRocket](https://www.g2.com/products/logrocket/reviews) — 4.6/5 stars (2360 reviews)
- [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews)
- [Luciq](https://www.g2.com/products/luciq/reviews) — 4.3/5 stars (238 reviews)
- [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (478 reviews)
- [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews)
- [Hotjar](https://www.g2.com/products/hotjar/reviews) — 4.3/5 stars (342 reviews)

---
## Top Discussions

### Helios

No discussions available for this product.

### ServiceNow Cloud Observability (formerly LightStep)

No discussions available for this product.

### Sentry

- Title: [Does Sentry support distributed tracing?](https://www.g2.com/discussions/does-sentry-support-distributed-tracing) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Yes, and the OpenTelemetry question is probably the more useful one to answer first: No, you don&#39;t need to re-instrument. Sentry supports OTLP, so you can..."
- Title: [Is Sentry good for observability?](https://www.g2.com/discussions/is-sentry-good-for-observability) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Sentry covers errors, performance, traces, logs, metrics, session replay, and profiling. But what sets it apart is the debugging-first approach. Instead of..."
- Title: [What is your primary use case for Sentry in application monitoring, and how has it impacted your development process?](https://www.g2.com/discussions/what-is-your-primary-use-case-for-sentry-in-application-monitoring-and-how-has-it-impacted-your-development-process) — 1 comment
  > **Top comment:** "You can intergrate senty with your application to get the errors on your email or simply getting notified when your system fails or give you any kind of..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/helios-helios-vs-servicenow-cloud-observability-formerly-lightstep-vs-sentry)

