# IT-Conductor vs Lenses Comparison
---
## AI Generated Summary
- Users report that IT-Conductor excels in &quot;Quality of Support,&quot; achieving a perfect score of 10.0, while reviewers mention that Lenses, although strong, has a slightly lower score of 9.2, indicating that IT-Conductor may provide more responsive and effective customer service.
- Reviewers mention that IT-Conductor&#39;s &quot;Ease of Setup&quot; is rated at 9.4, making it more user-friendly for initial implementation compared to Lenses, which has a score of 8.0, suggesting that users may face more challenges during setup with Lenses.
- G2 users highlight that IT-Conductor has a higher score of 9.5 for &quot;Meets Requirements,&quot; indicating that it aligns better with user needs and expectations, while Lenses scores 8.3, suggesting it may not fully meet all user requirements as effectively.
- Users on G2 report that Lenses shines in &quot;Ease of Use&quot; with a score of 9.8, making it more intuitive for everyday tasks compared to IT-Conductor&#39;s score of 9.2, which may require a bit more training for new users.
- Reviewers mention that IT-Conductor&#39;s &quot;Product Direction&quot; score of 8.3 indicates some concerns about future updates and features, while Lenses boasts a perfect score of 10.0, suggesting a more promising roadmap and commitment to innovation.
- Users say that IT-Conductor&#39;s &quot;Data Processing&quot; capabilities are robust, with strong integration options, while Lenses is noted for its &quot;Real-Time Monitoring&quot; features, which some users find particularly beneficial for immediate insights into their data environments.



| | IT-Conductor | Lenses | 
|---|---|---|
| **Star Rating** | 4.8 out of 5 | 4.2 out of 5 | 
| **Total Reviews** | 17 | 17 | 
| **Largest Market Segment** | Enterprise (53.3% of reviews) | Enterprise (50.0% of reviews) | 
| **Entry Level Price** | No pricing available | Free | 

---
## Top Pros & Cons

### IT-Conductor

Pros:
- Automation (1 reviews)
- Cloud Services (1 reviews)

Cons:
- Learning Curve (1 reviews)

### Lenses

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

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

---
## Ratings Comparison
| Rating | IT-Conductor | Lenses | 
|---|---|---|
  | **Meets Requirements** | 9.5 (11 reviews) | 8.2 (13 reviews) | 
  | **Ease of Use** | 9.1 (11 reviews) | 9.4 (14 reviews) | 
  | **Ease of Setup** | 9.5 (7 reviews) | 7.6 (11 reviews) | 
  | **Ease of Admin** | 9.0 (7 reviews) | 8.8 (11 reviews) | 
  | **Quality of Support** | 10.0 (11 reviews) | 7.4 (14 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.8 (7 reviews) | 8.5 (10 reviews) | 
  | **Product Direction (% positive)** | 8.5 (8 reviews) | 5.5 (13 reviews) | 

---
## Pricing

### IT-Conductor

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### 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

---
## Features Comparison By Category

### Data Masking

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | 9.0/10 | 6 |

#### Data Masking

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Sensitive Fields** | Not enough data | 8.6 (6 reviews) | 
| **Dynamic Masking** | Not enough data | 8.3 (5 reviews) | 
| **Static Masking** | Not enough data | 8.6 (6 reviews) | 
| **Consistent Masking** | Not enough data | 8.6 (6 reviews) | 
| **Random Masking** | Not enough data | 7.7 (5 reviews) | 

### Event Stream Processing

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Data

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Data Processing** | Not enough data | 7.7 (5 reviews) | 
| **Data Sources** | Not enough data | Not enough data | 
| **Integration** | Not enough data | 7.7 (5 reviews) | 
| **Real-Time Processing** | Not enough data | 8.0 (5 reviews) | 

#### Analytics

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Reporting &amp; Analytics** | Not enough data | 8.3 (5 reviews) | 

### Data Governance

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Administration

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Data Modelling** | Not enough data | Not enough data | 
| **Recommendations** | Not enough data | Feature Not Available | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | 

#### Management

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Business Glossary** | Not enough data | Feature Not Available | 
| **Data Discovery** | Not enough data | Not enough data | 
| **Data Profililng** | Not enough data | Not enough data | 
| **Reporting and Visualization** | Not enough data | Not enough data | 
| **Data Lineage** | Not enough data | Not enough data | 

#### Compliance

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Sensitive Data Compliance** | Not enough data | Not enough data | 
| **Training and Guidelines** | Not enough data | Not enough data | 
| **Policy Enforcement** | Not enough data | Not enough data | 
| **Compliance Monitoring** | Not enough data | Not enough data | 

#### Security

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Access Control** | Not enough data | Not enough data | 
| **Roles Management** | Not enough data | Not enough data | 
| **Compliance Management** | Not enough data | Not enough data | 

#### Data Quality

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Data Preparation** | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | 
| **Data Unification** | Not enough data | Not enough data | 

#### Maintainence

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Data Quality Management** | Not enough data | Not enough data | 
| **Policy Management** | Not enough data | Not enough data | 

#### Generative AI

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - Data Governance

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

### Database Monitoring

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Functionality

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Monitoring** | Not enough data | Not enough data | 
| **Alerting** | Not enough data | Not enough data | 
| **Logging** | Not enough data | Not enough data | 
| **Response Time** | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 

#### Agentic AI - Database Monitoring

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

### ETL Tools

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Management

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Reporting** | Not enough data | Not enough data | 
| **Auditing** | Not enough data | Not enough data | 

#### Functionality

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Extraction** | Not enough data | Not enough data | 
| **Transformation** | Not enough data | Not enough data | 
| **Loading** | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | 
| **Scalability** | Not enough data | Not enough data | 

### Cloud Infrastructure Monitoring

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Monitoring

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Usage Monitoring** | Not enough data | Not enough data | 
| **Database Monitoring** | Not enough data | Not enough data | 
| **API Monitoring** | Not enough data | Not enough data | 
| **Real-Time Monitoring - Cloud Infrastructure Monitoring** | Not enough data | Not enough data | 
| **Security and Compliance Monitoring** | Not enough data | Not enough data | 

#### Administration

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Activity Monitoring** | Not enough data | Not enough data | 
| **Multi-Cloud Management** | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | 
| **Auto-Scaling &amp; Resource Optimization** | Not enough data | Not enough data | 

#### Analysis

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Reporting** | Not enough data | Not enough data | 
| **Dashboards and Visualizations** | Not enough data | Not enough data | 
| **Spend Forecasting and Optimization** | Not enough data | Not enough data | 

#### Agentic AI - Cloud Infrastructure Monitoring

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### AI Automation - Cloud Infrastructure Monitoring

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **AI-Powered Anomaly Detection** | Not enough data | Not enough data | 
| **AI-Driven Insight Recommendations** | Not enough data | Not enough data | 

### AIOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Functionality

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Artificial Intelligence** | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | 
| **Systems Monitoring** | Not enough data | Not enough data | 

#### Issue Resolution

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Root Cause Identification** | Not enough data | Not enough data | 
| **Proactive Identification** | Not enough data | Not enough data | 
| **Resolution Guidance** | Not enough data | Not enough data | 

#### Management

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **System Integration** | Not enough data | Not enough data | 
| **Alerting** | Not enough data | Not enough data | 
| **Reporting** | Not enough data | Not enough data | 

#### Generative AI

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

#### Agentic AI - AIOps Platforms

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

### Application Performance Monitoring (APM)

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Monitoring

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Performance Baselines** | Not enough data | Not enough data | 
| **Performance Analysis** | Not enough data | Not enough data | 
| **Performance Monitoring** | Not enough data | Not enough data | 
| **AI/ML Assistance** | Not enough data | Not enough data | 
| **Multi-System Monitoring** | Not enough data | Not enough data | 

#### Response

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Dashboards and Visualization** | Not enough data | Not enough data | 
| **Incident Alerting** | Not enough data | Not enough data | 
| **Root Cause Analysis (RCA)** | Not enough data | Not enough data | 

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

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Performance

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Real User Monitoring (RUM)** | Not enough data | Not enough data | 
| **Second by Second Metrics** | Not enough data | Not enough data | 

#### Functionality

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Synthetic Monitoring** | Not enough data | Not enough data | 
| **Dynamic Transaction Mapping** | Not enough data | Not enough data | 
| **Load Balancing** | Not enough data | Not enough data | 
| **Cloud Observability** | Not enough data | Not enough data | 

### DataOps Platforms

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Data Management

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Data Integration** | Not enough data | Not enough data | 
| **Metadata** | Not enough data | Not enough data | 
| **Self-service** | Not enough data | Not enough data | 
| **Automated workflows** | Not enough data | Not enough data | 

#### Agentic AI - DataOps Platforms

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Adaptive Learning** | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | 

#### Analytics

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Analytics capabilities** | Not enough data | Not enough data | 
| **Dasboard visualizations** | Not enough data | Not enough data | 

#### Monitoring and Management

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Data Observability** | Not enough data | Not enough data | 
| **Testing capabilities** | Not enough data | Not enough data | 

#### Cloud Deployment

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Hybrid cloud support** | Not enough data | Not enough data | 
| **Cloud migration capabilities** | Not enough data | Not enough data | 

#### Generative AI

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 
| **AI Text Summarization** | Not enough data | Not enough data | 

### Data Observability

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Functionality

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Real-time Analytics** | Not enough data | Not enough data | 
| **Data quality monitoring** | Not enough data | Not enough data | 
| **Automation** | Not enough data | Not enough data | 
| **End to End visiblity** | Not enough data | Not enough data | 

#### Management

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Anomaly identification** | Not enough data | Not enough data | 
| **Single pane view** | Not enough data | Not enough data | 
| **Real-time alerts** | Not enough data | Not enough data | 
| **Data lineage** | Not enough data | Not enough data | 
| **Integrations** | Not enough data | Not enough data | 

#### Generative AI

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **AI Text Generation** | Not enough data | Not enough data | 

#### Agentic AI - Data Observability

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | 
| **Multi-step Planning** | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | 
| **Natural Language Interaction** | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | 

### Observability Software

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

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

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Multi-Telemetry Ingestion** | Not enough data | Not enough data | 
| **OpenTelemetry Support** | Not enough data | Not enough data | 

#### Agentic AI - Observability Software

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

#### Visualization &amp; Dashboards - Observability

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Service Dependency Mapping** | Not enough data | Not enough data | 
| **Unified Dashboard** | Not enough data | Not enough data | 
| **Trace Visualization** | Not enough data | Not enough data | 

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

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Cross-Telemetry Correlation** | Not enough data | Not enough data | 
| **Root Cause Detection** | Not enough data | Not enough data | 
| **Intelligent Alerting** | Not enough data | Not enough data | 

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

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Kubernetes Monitoring** | Not enough data | Not enough data | 
| **Hybrid/Multi-Cloud Support** | Not enough data | Not enough data | 

#### AI Features - Observability

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Predictive Insights** | Not enough data | Not enough data | 
| **AI-Generated Incident Summaries** | Not enough data | Not enough data | 
| **AI Anomaly Detection** | Not enough data | Not enough data | 

### SAP Store

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Agentic AI - SAP Store

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

### Data Security

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Compliance

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Access Management** | Not enough data | Not enough data | 
| **At-Risk Analysis** | Not enough data | Not enough data | 
| **DLP Configuration** | Not enough data | Not enough data | 
| **Sensitive Data Compliance** | Not enough data | Not enough data | 

#### Administration

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Database Management** | Not enough data | Not enough data | 
| **Deduplication ** | Not enough data | Not enough data | 
| **Backup** | Not enough data | Not enough data | 
| **API / integrations** | Not enough data | Not enough data | 

#### Security 

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Multi-Factor Authentication** | Not enough data | Not enough data | 
| **Data Transport** | Not enough data | Not enough data | 
| **Data Types** | Not enough data | Not enough data | 
| **Security Tools** | Not enough data | Not enough data | 

### Big Data Processing and Distribution

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Database

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Real-Time Data Collection** | Not enough data | Not enough data | 
| **Data Distribution** | Not enough data | Not enough data | 
| **Data Lake** | Not enough data | Not enough data | 

#### Integrations

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Hadoop Integration** | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | 

#### Platform

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Machine Scaling** | Not enough data | Not enough data | 
| **Data Preparation** | Not enough data | Not enough data | 
| **Spark Integration** | Not enough data | Not enough data | 

#### Processing

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Cloud Processing** | Not enough data | Not enough data | 
| **Workload Processing** | Not enough data | Not enough data | 

### Big Data

| Product | Score | Reviews |
|---|---|---|
| **IT-Conductor** | N/A | N/A |
| **Lenses** | N/A | N/A |

#### Building Reports

| Feature | IT-Conductor | Lenses | 
|---|---|---|
| **Data Transformation** | Not enough data | Not enough data | 
| **Data Modeling** | Not enough data | Not enough data | 
| **WYSIWYG Report Design** | Not enough data | Not enough data | 
| **Integration APIs** | Not enough data | Not enough data | 

#### Platform

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

---
## Categories

**Unique to IT-Conductor (5):** [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Database Monitoring Tools](https://www.g2.com/categories/database-monitoring), [Cloud Infrastructure Monitoring  Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [Observability Software](https://www.g2.com/categories/observability-software), [SAP Store Software](https://www.g2.com/categories/sap-store)

**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)


---
## Reviewer Demographics

### By Company Size

| Segment | IT-Conductor | Lenses | 
|---|---|---|
| **Small-Business** | 13.3% | 12.5% | 
| **Mid-Market** | 33.3% | 37.5% | 
| **Enterprise** | 53.3% | 50.0% | 

### By Industry

#### IT-Conductor

- **Information Technology and Services:** 26.7%
- **Hospital &amp; Health Care:** 13.3%
- **Computer Software:** 13.3%
- **Apparel &amp; Fashion:** 13.3%
- **Information Services:** 6.7%
- **Health, Wellness and Fitness:** 6.7%
- **Food &amp; Beverages:** 6.7%
- **Dairy:** 6.7%
- **Computer &amp; Network Security:** 6.7%

#### 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%

---
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- [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 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) — 4.4/5 stars (1161 reviews)
- [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1225 reviews)
- [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.5/5 stars (754 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 (2284 reviews)

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## Top Discussions

### IT-Conductor

No discussions available for this product.

### Lenses

No discussions available for this product.

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

