# Kontakt.io, ThingsBoard vs Datadog Comparison | | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Star Rating** | 4.6 out of 5 | 4.4 out of 5 | 4.4 out of 5 | | **Total Reviews** | 19 | 7 | 705 | | **Largest Market Segment** | Small-Business (44.4% of reviews) | Small-Business (50.0% of reviews) | Mid-Market (47.1% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | $0 Per host, per month | --- ## Top Pros & Cons ### Kontakt.io **Not enough data** ### ThingsBoard **Not enough data** ### Datadog Pros: - Ease of Use (145 reviews) - Monitoring (144 reviews) Cons: - Expensive (92 reviews) - Learning Curve (73 reviews) --- ## Ratings Comparison | Rating | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Meets Requirements** | 9.0 (15 reviews) | Not enough data | 8.8 (525 reviews) | | **Ease of Use** | 9.1 (15 reviews) | Not enough data | 8.2 (627 reviews) | | **Ease of Setup** | 8.3 (10 reviews) | Not enough data | 8.3 (393 reviews) | | **Ease of Admin** | 8.7 (10 reviews) | Not enough data | 8.3 (233 reviews) | | **Quality of Support** | 9.4 (15 reviews) | Not enough data | 8.3 (466 reviews) | | **Has the product been a good partner in doing business?** | 9.4 (11 reviews) | Not enough data | 8.5 (219 reviews) | | **Product Direction (% positive)** | 10.0 (14 reviews) | Not enough data | 9.0 (509 reviews) | --- ## Pricing ### Kontakt.io #### Entry-Level Pricing No pricing available #### Free Trial No information available ### ThingsBoard #### Entry-Level Pricing No pricing available #### Free Trial Yes ### Datadog #### Entry-Level Pricing Plan: Free Price: $0 Per host, per month Description: Core collection and visualization features Key Features: - Discussion Group Supported - 1-Day Metric Retention - Up to 5 Hosts [Browse all 3 editions](https://www.g2.com/products/datadog/pricing) #### Free Trial Yes --- ## Features Comparison By Category ### Business Intelligence | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | N/A | N/A | #### Reports | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Reports Interface** | Not enough data | Not enough data | Not enough data | | **Steps to Answer** | Not enough data | Not enough data | Not enough data | | **Graphs and Charts** | Not enough data | Not enough data | Not enough data | | **Score Cards** | Not enough data | Not enough data | Not enough data | | **Dashboards** | Not enough data | Not enough data | Not enough data | #### Self Service | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 | ### Location Intelligence | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | 8.0/10 | 6 | | **ThingsBoard** | N/A | N/A | | **Datadog** | N/A | N/A | #### Cartography | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Map Design** | 7.3 (5 reviews) | Not enough data | Not enough data | | **Vector Mapping ** | 8.1 (6 reviews) | Not enough data | Not enough data | | **Data Visualization** | 8.1 (6 reviews) | Not enough data | Not enough data | | **Overlaying** | 8.1 (6 reviews) | Not enough data | Not enough data | #### Analysis | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Predictive Analysis** | 8.1 (6 reviews) | Not enough data | Not enough data | | **Distance Analysis ** | 8.1 (6 reviews) | Not enough data | Not enough data | | **Spatial Analysis** | 8.1 (6 reviews) | Not enough data | Not enough data | | **Data Stream** | 8.1 (6 reviews) | Not enough data | Not enough data | #### Reporting | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Data Transformation** | 8.1 (6 reviews) | Not enough data | Not enough data | | **WYSIWYG Design** | 8.1 (6 reviews) | Not enough data | Not enough data | | **API Integrations** | 8.1 (6 reviews) | Not enough data | Not enough data | ### Cloud Cost Management | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 7.8/10 | 8 | #### Operations | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Scheduling** | Not enough data | Not enough data | 7.8 (6 reviews) | | **Automation** | Not enough data | Not enough data | 8.1 (6 reviews) | | **Multi-Cloud Management** | Not enough data | Not enough data | 7.1 (8 reviews) | | **Usage Monitoring** | Not enough data | Not enough data | 8.0 (5 reviews) | #### Cost Optimization | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Spend Forecasting and Optimization ** | Not enough data | Not enough data | 7.7 (8 reviews) | | **Recommendations ** | Not enough data | Not enough data | 7.5 (6 reviews) | | **Spend Tracking ** | Not enough data | Not enough data | 7.7 (5 reviews) | #### Administration | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Reporting** | Not enough data | Not enough data | 8.3 (6 reviews) | | **Dashboards and Visualizations ** | Not enough data | Not enough data | 8.1 (7 reviews) | | **Compliance** | Not enough data | Not enough data | 7.3 (5 reviews) | #### Agentic AI - Cloud Cost Management | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Autonomous Task Execution** | 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 | ### Asset Tracking | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | 9.3/10 | 7 | | **ThingsBoard** | N/A | N/A | | **Datadog** | N/A | N/A | #### Asset Definition | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Asset Register - Asset Tracking** | 9.0 (7 reviews) | Not enough data | Not enough data | | **Relationships - Asset Tracking** | 9.5 (7 reviews) | Not enough data | Not enough data | | **Costs - Asset Tracking** | 9.0 (7 reviews) | Not enough data | Not enough data | #### Asset Tracking | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Location - Asset Tracking** | 9.4 (6 reviews) | Not enough data | Not enough data | | **Status - Asset Tracking** | 9.5 (7 reviews) | Not enough data | Not enough data | | **History - Asset Tracking** | 9.3 (7 reviews) | Not enough data | Not enough data | #### Agentic AI - Asset Tracking | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | ### Digital Wayfinding | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | 8.6/10 | 5 | | **ThingsBoard** | N/A | N/A | | **Datadog** | N/A | N/A | #### Customization | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Enhance maps** | 9.0 (5 reviews) | Not enough data | Not enough data | | **Themes** | Not enough data | Not enough data | Not enough data | | **Update** | 8.7 (5 reviews) | Not enough data | Not enough data | | **Audio** | Not enough data | Not enough data | Not enough data | | **Create maps** | 8.0 (5 reviews) | Not enough data | Not enough data | #### Logistics - Digital Wayfinding | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Deployment** | 9.3 (5 reviews) | Not enough data | Not enough data | | **Analytics** | 9.0 (5 reviews) | Not enough data | Not enough data | | **Indoor and outdoor** | Not enough data | Not enough data | Not enough data | | **Positioning systems** | 7.7 (5 reviews) | Not enough data | Not enough data | #### Agentic AI - Digital Wayfinding | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | ### Website Monitoring | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.2/10 | 78 | #### Functionality | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Baseline** | Not enough data | Not enough data | 8.7 (56 reviews) | | **Alerting** | Not enough data | Not enough data | 9.4 (72 reviews) | | **Multi-Site Monitoring** | Not enough data | Not enough data | 9.1 (64 reviews) | | **Reporting** | Not enough data | Not enough data | 8.8 (58 reviews) | | **Multi-Channel Alerting** | Not enough data | Not enough data | 8.9 (58 reviews) | | **Location Insights** | Not enough data | Not enough data | 9.0 (51 reviews) | #### Agentic AI - Website Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 7.3 (5 reviews) | | **Multi-step Planning** | Not enough data | Not enough data | 7.3 (5 reviews) | | **Cross-system Integration** | Not enough data | Not enough data | 8.3 (5 reviews) | | **Adaptive Learning** | Not enough data | Not enough data | 7.3 (5 reviews) | | **Natural Language Interaction** | Not enough data | Not enough data | 7.3 (5 reviews) | | **Proactive Assistance** | Not enough data | Not enough data | 7.3 (5 reviews) | | **Decision Making** | Not enough data | Not enough data | 7.3 (5 reviews) | ### Digital Experience Monitoring (DEM) | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | N/A | N/A | #### Experience | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 | Not enough data | #### Agentic AI - Digital Experience Monitoring (DEM) | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Content Management** | Not enough data | Not enough data | Not enough data | | **Alerts** | Not enough data | Not enough data | Not enough data | | **Budget Analysis** | Not enough data | Not enough data | Not enough data | #### Performance | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.7/10 | 111 | #### Functionality | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Monitoring** | Not enough data | Not enough data | 9.2 (105 reviews) | | **Alerting** | Not enough data | Not enough data | 9.1 (106 reviews) | | **Logging** | Not enough data | Not enough data | 9.3 (90 reviews) | | **Response Time** | Not enough data | Not enough data | 8.9 (105 reviews) | | **Reporting** | Not enough data | Not enough data | 8.8 (89 reviews) | | **Data Visualization** | Not enough data | Not enough data | 8.9 (94 reviews) | #### Agentic AI - Database Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 | 7.0 (5 reviews) | ### Network Monitoring | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.9/10 | 63 | #### Functionality | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Performance Monitoring** | Not enough data | Not enough data | 9.2 (53 reviews) | | **Alerting** | Not enough data | Not enough data | 9.3 (58 reviews) | | **Improvement Suggestions** | Not enough data | Not enough data | 8.2 (44 reviews) | | **Multi-Network Capability** | Not enough data | Not enough data | 8.5 (46 reviews) | #### Monitoring - Network Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **360-Degree Network Visibility** | Not enough data | Not enough data | 9.3 (5 reviews) | | **Automated Network Discovery** | Not enough data | Not enough data | 9.0 (5 reviews) | | **Real-Time Monitoring** | Not enough data | Not enough data | 9.3 (5 reviews) | #### Management | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Performance Baseline** | Not enough data | Not enough data | 8.7 (50 reviews) | | **Data Visualization** | Not enough data | Not enough data | 9.0 (51 reviews) | | **Path Analysis** | Not enough data | Not enough data | 8.8 (48 reviews) | #### Analytics - Network Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Predictive Performance Analytics** | Not enough data | Not enough data | 9.0 (5 reviews) | | **Packet & Flow Analysis** | Not enough data | Not enough data | 9.0 (5 reviews) | #### Security - Network Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Encrypted Data Transmission** | Not enough data | Not enough data | 9.0 (5 reviews) | | **Zero Trust and Identity Management** | Not enough data | Not enough data | 9.0 (5 reviews) | | **Integrated Network Security** | Not enough data | Not enough data | 9.0 (5 reviews) | #### Network Performance - Network Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Dynamic Network Optimization** | Not enough data | Not enough data | 9.0 (5 reviews) | | **Automated Tasks Routing** | Not enough data | Not enough data | 9.0 (5 reviews) | #### AI Automation - Network Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Machine Learning-Based Anomaly Detection** | Not enough data | Not enough data | 8.3 (5 reviews) | | **Self-Healing Networks** | Not enough data | Not enough data | 8.7 (5 reviews) | | **Predictive Network Maintenance** | Not enough data | Not enough data | 8.7 (5 reviews) | #### Agentic AI - Network Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.3/10 | 144 | #### Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Usage Monitoring** | Not enough data | Not enough data | 8.9 (121 reviews) | | **Database Monitoring** | Not enough data | Not enough data | 8.6 (117 reviews) | | **API Monitoring** | Not enough data | Not enough data | 8.8 (111 reviews) | | **Real-Time Monitoring - Cloud Infrastructure Monitoring** | Not enough data | Not enough data | 8.8 (130 reviews) | | **Security and Compliance Monitoring** | Not enough data | Not enough data | 8.3 (8 reviews) | #### Administration | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Activity Monitoring** | Not enough data | Not enough data | 8.5 (115 reviews) | | **Multi-Cloud Management** | Not enough data | Not enough data | 8.5 (97 reviews) | | **Automation** | Not enough data | Not enough data | 8.3 (94 reviews) | | **Auto-Scaling & Resource Optimization** | Not enough data | Not enough data | 8.5 (8 reviews) | #### Analysis | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Reporting** | Not enough data | Not enough data | 8.5 (113 reviews) | | **Dashboards and Visualizations** | Not enough data | Not enough data | 8.9 (122 reviews) | | **Spend Forecasting and Optimization** | Not enough data | Not enough data | Feature Not Available | #### Agentic AI - Cloud Infrastructure Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Multi-step Planning** | Not enough data | Not enough data | 7.9 (8 reviews) | | **Cross-system Integration** | Not enough data | Not enough data | 8.8 (8 reviews) | | **Adaptive Learning** | Not enough data | Not enough data | 7.3 (8 reviews) | | **Natural Language Interaction** | Not enough data | Not enough data | 7.5 (8 reviews) | | **Proactive Assistance** | Not enough data | Not enough data | 7.9 (8 reviews) | | **Decision Making** | Not enough data | Not enough data | 7.9 (7 reviews) | #### AI Automation - Cloud Infrastructure Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **AI-Powered Anomaly Detection** | Not enough data | Not enough data | 8.1 (8 reviews) | | **AI-Driven Insight Recommendations** | Not enough data | Not enough data | 7.5 (8 reviews) | ### Network Traffic Analysis (NTA) | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.6/10 | 13 | #### Automation | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Metadata Management** | Not enough data | Not enough data | Feature Not Available | | **Artificial Intelligence & Machine Learning** | Not enough data | Not enough data | 8.1 (7 reviews) | | **Response Automation** | Not enough data | Not enough data | Feature Not Available | | **Continuous Analysis** | Not enough data | Not enough data | 8.5 (9 reviews) | #### Functionality | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Multi-Network Capability** | Not enough data | Not enough data | 8.7 (10 reviews) | | **Anomaly Detection** | Not enough data | Not enough data | 8.0 (10 reviews) | | **Network Visibility** | Not enough data | Not enough data | 8.0 (9 reviews) | | **Scalability** | Not enough data | Not enough data | 9.2 (10 reviews) | #### Incident Management | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Incident Logs** | Not enough data | Not enough data | 8.6 (12 reviews) | | **Incident Alerts** | Not enough data | Not enough data | 9.2 (12 reviews) | | **Incident Reporting** | Not enough data | Not enough data | 9.0 (12 reviews) | ### AIOps Platforms | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 9.1/10 | 23 | #### Functionality | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Artificial Intelligence** | Not enough data | Not enough data | 9.1 (16 reviews) | | **Machine Learning** | Not enough data | Not enough data | 8.5 (17 reviews) | | **Systems Monitoring** | Not enough data | Not enough data | 9.4 (21 reviews) | #### Issue Resolution | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Root Cause Identification** | Not enough data | Not enough data | 9.0 (19 reviews) | | **Proactive Identification** | Not enough data | Not enough data | 9.1 (16 reviews) | | **Resolution Guidance** | Not enough data | Not enough data | Feature Not Available | #### Management | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **System Integration** | Not enough data | Not enough data | 8.7 (19 reviews) | | **Alerting** | Not enough data | Not enough data | 9.6 (20 reviews) | | **Reporting** | Not enough data | Not enough data | 9.0 (20 reviews) | #### Generative AI | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.2/10 | 110 | #### Visibility | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Dashboards and Visualizations** | Not enough data | Not enough data | 8.9 (95 reviews) | | **Alerts and Notifications** | Not enough data | Not enough data | 8.9 (92 reviews) | | **Reporting** | Not enough data | Not enough data | 8.8 (83 reviews) | #### Monitoring and Management | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Automation** | Not enough data | Not enough data | 8.2 (84 reviews) | | **Performance Baseline** | Not enough data | Not enough data | 8.7 (86 reviews) | | **Real-Time Monitoring** | Not enough data | Not enough data | 9.0 (92 reviews) | #### Agentic AI - Log Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 7.6 (9 reviews) | | **Multi-step Planning** | Not enough data | Not enough data | 7.2 (9 reviews) | | **Cross-system Integration** | Not enough data | Not enough data | 8.1 (9 reviews) | | **Adaptive Learning** | Not enough data | Not enough data | 7.2 (9 reviews) | | **Natural Language Interaction** | Not enough data | Not enough data | 8.0 (9 reviews) | | **Proactive Assistance** | Not enough data | Not enough data | 7.6 (9 reviews) | | **Decision Making** | Not enough data | Not enough data | 7.6 (9 reviews) | ### Server Monitoring | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.2/10 | 80 | #### Visibility | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Dashboards and Visualizations** | Not enough data | Not enough data | 8.9 (78 reviews) | | **Alerts and Notifications** | Not enough data | Not enough data | 8.7 (73 reviews) | | **Reporting** | Not enough data | Not enough data | 8.3 (71 reviews) | #### Monitoring and Management | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Multi-Server Management** | Not enough data | Not enough data | 8.4 (71 reviews) | | **Automation** | Not enough data | Not enough data | 7.6 (66 reviews) | | **Performance Baseline** | Not enough data | Not enough data | 8.4 (68 reviews) | | **Real-Time Monitoring** | Not enough data | Not enough data | 9.0 (72 reviews) | | **Immediate Alert Notification** | Not enough data | Not enough data | 8.8 (67 reviews) | | **Proactive Server Monitoring Software** | Not enough data | Not enough data | 8.3 (72 reviews) | #### Cloud environment support | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Server Monitoring For Cloud Deployments** | Not enough data | Not enough data | 8.1 (62 reviews) | | **Software Scaling** | Not enough data | Not enough data | 8.0 (59 reviews) | #### Agentic AI - Server Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 7.5 (6 reviews) | | **Multi-step Planning** | Not enough data | Not enough data | 8.3 (6 reviews) | | **Cross-system Integration** | Not enough data | Not enough data | 8.9 (6 reviews) | | **Adaptive Learning** | Not enough data | Not enough data | 7.2 (6 reviews) | | **Natural Language Interaction** | Not enough data | Not enough data | 7.8 (6 reviews) | | **Proactive Assistance** | Not enough data | Not enough data | 7.2 (6 reviews) | | **Decision Making** | Not enough data | Not enough data | 8.1 (6 reviews) | ### Enterprise Monitoring | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.3/10 | 70 | #### Functionality | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Diverse Systems Monitoring** | Not enough data | Not enough data | 8.7 (50 reviews) | | **Real-Time Analytics** | Not enough data | Not enough data | 8.8 (50 reviews) | | **Observability** | Not enough data | Not enough data | 9.1 (62 reviews) | | **AI/ML Integration** | Not enough data | Not enough data | 7.9 (43 reviews) | #### Management | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Single Pane of Glass** | Not enough data | Not enough data | 8.7 (54 reviews) | | **Dashboards and Visualization** | Not enough data | Not enough data | 8.6 (58 reviews) | | **Performance Baselines** | Not enough data | Not enough data | 8.2 (44 reviews) | | **Alerting** | Not enough data | Not enough data | 9.0 (54 reviews) | #### Agentic AI - Enterprise Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 7.8 (9 reviews) | | **Multi-step Planning** | Not enough data | Not enough data | 8.3 (9 reviews) | | **Cross-system Integration** | Not enough data | Not enough data | 8.0 (10 reviews) | | **Adaptive Learning** | Not enough data | Not enough data | 8.1 (9 reviews) | | **Natural Language Interaction** | Not enough data | Not enough data | 7.5 (10 reviews) | | **Proactive Assistance** | Not enough data | Not enough data | 8.2 (10 reviews) | | **Decision Making** | Not enough data | Not enough data | 8.1 (9 reviews) | ### IoT Analytics Platforms | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | N/A | N/A | #### Data Sources | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Pre-Built Connectors** | Not enough data | Not enough data | Not enough data | | **API** | Not enough data | Not enough data | Not enough data | | **Performance and Stability** | Not enough data | Not enough data | Not enough data | #### Analytics | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Queries** | Not enough data | Not enough data | Not enough data | | **Dashboards** | Not enough data | Not enough data | Not enough data | | **Visualizations** | Not enough data | Not enough data | Not enough data | | **Insights** | Not enough data | Not enough data | Not enough data | #### Metrics | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Device Performance** | Not enough data | Not enough data | Not enough data | | **Operational Performance** | Not enough data | Not enough data | Not enough data | | **Environmental Conditions** | Not enough data | Not enough data | Not enough data | | **Resource Usage** | Not enough data | Not enough data | Not enough data | ### IoT Device Management Platforms | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | N/A | N/A | #### Device Recognition | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Device Discovery** | Not enough data | Not enough data | Not enough data | | **Device Types** | Not enough data | Not enough data | Not enough data | | **Dashboard** | Not enough data | Not enough data | Not enough data | #### Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Device Status** | Not enough data | Not enough data | Not enough data | | **Alerts & Notifications** | Not enough data | Not enough data | Not enough data | | **Analytics** | Not enough data | Not enough data | Not enough data | #### Provisioning | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Remote Configuration** | Not enough data | Not enough data | Not enough data | | **Event Triggering** | Not enough data | Not enough data | Not enough data | | **Device Diagnostics & Repair** | Not enough data | Not enough data | Feature Not Available | | **Firmware Updates** | Not enough data | Not enough data | Feature Not Available | ### Medical IoT | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | N/A | N/A | #### Systems Management | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Device Discovery** | Not enough data | Not enough data | Not enough data | | **System Integration** | Not enough data | Not enough data | Not enough data | | **Remote Access** | Not enough data | Not enough data | Not enough data | | **Workflows** | Not enough data | Not enough data | Not enough data | | **Hardware** | Not enough data | Not enough data | Not enough data | | **Dashboard** | Not enough data | Not enough data | Not enough data | #### IoT Capabilities | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Process Automation** | Not enough data | Not enough data | Not enough data | | **Security** | Not enough data | Not enough data | Not enough data | | **Safety** | Not enough data | Not enough data | Not enough data | | **Environmental Conditions** | Not enough data | Not enough data | Not enough data | | **Resource Optimization** | Not enough data | Not enough data | Not enough data | | **Smart Medical Devices** | Not enough data | Not enough data | Not enough data | | **Patient Intelligence** | Not enough data | Not enough data | Not enough data | | **Analytics** | Not enough data | Not enough data | Not enough data | ### Log Analysis | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.3/10 | 82 | #### Data Preparation | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Data Sources** | Not enough data | Not enough data | 8.6 (66 reviews) ✓ Verified | | **Indexing** | Not enough data | Not enough data | 8.5 (65 reviews) ✓ Verified | | **Automated Tagging** | Not enough data | Not enough data | 8.0 (62 reviews) ✓ Verified | | **Data Blending** | Not enough data | Not enough data | 8.0 (64 reviews) ✓ Verified | #### Analysis | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Track Trends** | Not enough data | Not enough data | 8.6 (61 reviews) ✓ Verified | | **Detect Anomalies** | Not enough data | Not enough data | 8.4 (68 reviews) ✓ Verified | | **Metric and Event Data** | Not enough data | Not enough data | 8.8 (68 reviews) ✓ Verified | | **Search** | Not enough data | Not enough data | 8.5 (71 reviews) ✓ Verified | | **Alerts** | Not enough data | Not enough data | 8.6 (62 reviews) ✓ Verified | | **Live Tail** | Not enough data | Not enough data | 8.8 (60 reviews) ✓ Verified | #### Visualization | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Dashboards** | Not enough data | Not enough data | 8.9 (75 reviews) ✓ Verified | | **Data Discovery** | Not enough data | Not enough data | 8.7 (64 reviews) ✓ Verified | #### Agentic AI - Log Analysis | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 7.8 (6 reviews) | | **Multi-step Planning** | Not enough data | Not enough data | 7.8 (6 reviews) | | **Cross-system Integration** | Not enough data | Not enough data | 8.9 (6 reviews) | | **Adaptive Learning** | Not enough data | Not enough data | 7.8 (6 reviews) | | **Natural Language Interaction** | Not enough data | Not enough data | 8.1 (6 reviews) | | **Proactive Assistance** | Not enough data | Not enough data | 7.5 (6 reviews) | | **Decision Making** | Not enough data | Not enough data | 7.8 (6 reviews) | ### Application Performance Monitoring (APM) | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.3/10 | 147 | #### Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Performance Baselines** | Not enough data | Not enough data | 8.6 (113 reviews) | | **Performance Analysis** | Not enough data | Not enough data | 8.9 (106 reviews) | | **Performance Monitoring** | Not enough data | Not enough data | 8.9 (118 reviews) | | **AI/ML Assistance** | Not enough data | Not enough data | 7.3 (99 reviews) | | **Multi-System Monitoring** | Not enough data | Not enough data | 8.4 (105 reviews) | #### Response | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Dashboards and Visualization** | Not enough data | Not enough data | 8.9 (123 reviews) | | **Incident Alerting** | Not enough data | Not enough data | 8.8 (110 reviews) | | **Root Cause Analysis (RCA)** | Not enough data | Not enough data | 8.0 (107 reviews) | #### Agentic AI - Application Performance Monitoring (APM) | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 7.4 (13 reviews) | | **Cross-system Integration** | Not enough data | Not enough data | 8.1 (13 reviews) | | **Adaptive Learning** | Not enough data | Not enough data | 7.9 (13 reviews) | | **Proactive Assistance** | Not enough data | Not enough data | 8.1 (13 reviews) | | **Decision Making** | Not enough data | Not enough data | 7.8 (13 reviews) | #### Performance | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Real User Monitoring (RUM)** | Not enough data | Not enough data | 8.5 (118 reviews) | | **Second by Second Metrics** | Not enough data | Not enough data | 8.3 (103 reviews) | #### Functionality | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Synthetic Monitoring** | Not enough data | Not enough data | 8.5 (106 reviews) | | **Dynamic Transaction Mapping** | Not enough data | Not enough data | 8.1 (96 reviews) | | **Load Balancing** | Not enough data | Not enough data | Feature Not Available | | **Cloud Observability** | Not enough data | Not enough data | 8.5 (112 reviews) | ### Container Monitoring | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.5/10 | 52 | #### Alerts management | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Multi-mode alerts** | Not enough data | Not enough data | 8.7 (43 reviews) | | **Opimization alerts** | Not enough data | Not enough data | 8.0 (45 reviews) | | **Incident alerts** | Not enough data | Not enough data | 8.6 (47 reviews) | #### Monitoring | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Resource utilization** | Not enough data | Not enough data | 8.6 (39 reviews) | | **Real-time monitoring** | Not enough data | Not enough data | 9.1 (41 reviews) | | **Performance baseline** | Not enough data | Not enough data | 8.7 (43 reviews) | | **API monitoring** | Not enough data | Not enough data | 9.0 (38 reviews) | #### Automation | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Resolution automation** | Not enough data | Not enough data | 8.2 (38 reviews) | | **Automation** | Not enough data | Not enough data | 8.4 (36 reviews) | #### Analysis | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Search** | Not enough data | Not enough data | 8.2 (41 reviews) | | **Reporting** | Not enough data | Not enough data | 8.3 (44 reviews) | | **Visualization** | Not enough data | Not enough data | 9.1 (43 reviews) | | **Track trends** | Not enough data | Not enough data | 8.5 (42 reviews) | #### Issue Resolution | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Root cause identification** | Not enough data | Not enough data | 8.3 (37 reviews) | | **Resolution guidance** | Not enough data | Not enough data | 7.6 (39 reviews) | | **Proactive identification** | Not enough data | Not enough data | 8.4 (35 reviews) | ### IT Alerting | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.0/10 | 18 | #### Generative AI | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 7.5 (17 reviews) | #### Agentic AI - IT Alerting | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 7.4 (7 reviews) | | **Multi-step Planning** | Not enough data | Not enough data | 7.9 (7 reviews) | | **Cross-system Integration** | Not enough data | Not enough data | 8.8 (7 reviews) | | **Adaptive Learning** | Not enough data | Not enough data | 7.9 (7 reviews) | | **Natural Language Interaction** | Not enough data | Not enough data | 8.1 (6 reviews) | | **Proactive Assistance** | Not enough data | Not enough data | 7.9 (7 reviews) | | **Decision Making** | Not enough data | Not enough data | 8.3 (7 reviews) | ### Observability Pipeline | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 7.1/10 | 9 | #### Data Management - Observability Pipeline | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Data Storage** | Not enough data | Not enough data | 7.8 (6 reviews) | | **Data Optimization and Reduction** | Not enough data | Not enough data | 8.0 (9 reviews) | | **Data Migration** | Not enough data | Not enough data | 7.4 (7 reviews) | | **Log Context Enrichment** | Not enough data | Not enough data | 7.5 (6 reviews) | | **Data Format Transformation** | Not enough data | Not enough data | 7.0 (9 reviews) | #### Performance - Observability Pipeline | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Cost Reduction** | Not enough data | Not enough data | 6.7 (8 reviews) | | **Pipeline Visualization** | Not enough data | Not enough data | 8.1 (9 reviews) | | **Platform Agnostic Integration** | Not enough data | Not enough data | 7.0 (9 reviews) | #### AI - Observability Pipeline | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Root Cause Analysis** | Not enough data | Not enough data | 6.4 (7 reviews) | | **Alert Fatigue Reduction** | Not enough data | Not enough data | 6.1 (6 reviews) | | **Anomaly Detection** | Not enough data | Not enough data | 6.7 (6 reviews) | #### Compliance - Observability Pipeline | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Compliance Maintenance** | Not enough data | Not enough data | 6.9 (6 reviews) | | **Sensitive Data Detection** | Not enough data | Not enough data | 6.1 (6 reviews) | #### Agentic AI - Observability Pipeline | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 | ### Observability Software | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.7/10 | 13 | #### Telemetry Collection & Ingestion - Observability | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Multi-Telemetry Ingestion** | Not enough data | Not enough data | 8.3 (10 reviews) | | **OpenTelemetry Support** | Not enough data | Not enough data | 8.8 (8 reviews) | #### Agentic AI - Observability Software | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **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 & Dashboards - Observability | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Service Dependency Mapping** | Not enough data | Not enough data | 8.7 (9 reviews) | | **Unified Dashboard** | Not enough data | Not enough data | 9.0 (10 reviews) | | **Trace Visualization** | Not enough data | Not enough data | 8.8 (8 reviews) | #### Correlation & Root Cause Analysis - Observability | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Cross-Telemetry Correlation** | Not enough data | Not enough data | 9.2 (10 reviews) | | **Root Cause Detection** | Not enough data | Not enough data | 8.3 (9 reviews) | | **Intelligent Alerting** | Not enough data | Not enough data | 8.7 (10 reviews) | #### Scalability & Ecosystem Integration - Observability | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Kubernetes Monitoring** | Not enough data | Not enough data | 9.3 (9 reviews) | | **Hybrid/Multi-Cloud Support** | Not enough data | Not enough data | 8.5 (8 reviews) | #### AI Features - Observability | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Predictive Insights** | Not enough data | Not enough data | 7.9 (8 reviews) | | **AI-Generated Incident Summaries** | Not enough data | Not enough data | 8.8 (8 reviews) | | **AI Anomaly Detection** | Not enough data | Not enough data | 8.3 (8 reviews) | ### Smart Spaces | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | N/A | N/A | #### Space Intelligence & Analytics - Smart Spaces | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Environmental Monitoring** | Not enough data | Not enough data | Not enough data | | **Space Utilization Insights** | Not enough data | Not enough data | Not enough data | | **Occupancy Analytics** | Not enough data | Not enough data | Not enough data | #### IoT & Device Integration - Smart Spaces | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Smart Device Management** | Not enough data | Not enough data | Not enough data | | **API & System Integrations** | Not enough data | Not enough data | Not enough data | | **IoT Sensor Integration** | Not enough data | Not enough data | Not enough data | | **Edge Data Processing** | Not enough data | Not enough data | Not enough data | #### Space Management & Experience - Smart Spaces | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Digital Wayfinding** | Not enough data | Not enough data | Not enough data | | **Visitor & Access Management** | Not enough data | Not enough data | Not enough data | | **Workplace Experience Insights** | Not enough data | Not enough data | Not enough data | | **Workspace & Room Booking** | Not enough data | Not enough data | Not enough data | ### Security Information and Event Management (SIEM) | Product | Score | Reviews | |---|---|---| | **Kontakt.io** | N/A | N/A | | **ThingsBoard** | N/A | N/A | | **Datadog** | 8.8/10 | 15 | #### Network Management | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Activity Monitoring** | Not enough data | Not enough data | 8.9 (12 reviews) | | **Asset Management** | Not enough data | Not enough data | 8.3 (11 reviews) | | **Log Management** | Not enough data | Not enough data | 9.5 (13 reviews) | #### Incident Management | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Event Management** | Not enough data | Not enough data | 9.3 (12 reviews) | | **Automated Response** | Not enough data | Not enough data | 9.2 (11 reviews) | | **Incident Reporting** | Not enough data | Not enough data | 9.2 (12 reviews) | #### Security Intelligence | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Threat Intelligence** | Not enough data | Not enough data | 7.9 (12 reviews) | | **Vulnerability Assessment** | Not enough data | Not enough data | 8.0 (10 reviews) | | **Advanced Analytics** | Not enough data | Not enough data | 8.8 (11 reviews) | | **Data Examination** | Not enough data | Not enough data | 8.6 (13 reviews) | #### Agentic AI - Security Information and Event Management (SIEM) | Feature | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | 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 | --- ## Categories **Unique to Kontakt.io (5):** [Medical IoT Software](https://www.g2.com/categories/medical-iot), [Digital Wayfinding Software](https://www.g2.com/categories/digital-wayfinding), [Location Intelligence Software](https://www.g2.com/categories/location-intelligence), [Asset Tracking Software](https://www.g2.com/categories/asset-tracking), [ Smart Spaces Software](https://www.g2.com/categories/smart-spaces) **Unique to ThingsBoard (2):** [IoT Device Management Platforms](https://www.g2.com/categories/iot-device-management-platforms), [IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms) **Unique to Datadog (21):** [Observability Pipeline Software](https://www.g2.com/categories/observability-pipeline), [Observability Software](https://www.g2.com/categories/observability-software), [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [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), [Network Traffic Analysis (NTA) Software](https://www.g2.com/categories/network-traffic-analysis-nta), [Database Monitoring Tools](https://www.g2.com/categories/database-monitoring), [IoT Device Management Platforms](https://www.g2.com/categories/iot-device-management-platforms), [IoT Analytics Platforms](https://www.g2.com/categories/iot-analytics-platforms), [Website Monitoring Software](https://www.g2.com/categories/website-monitoring), [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), [Security Information and Event Management (SIEM) Software](https://www.g2.com/categories/security-information-and-event-management-siem), [API Marketplaces](https://www.g2.com/categories/api-marketplace), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Network Monitoring Software](https://www.g2.com/categories/network-monitoring), [Cloud Cost Management Tools](https://www.g2.com/categories/cloud-cost-management), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem) --- ## Reviewer Demographics ### By Company Size | Segment | Kontakt.io | ThingsBoard | Datadog | |---|---|---|---| | **Small-Business** | 44.4% | 50.0% | 19.3% | | **Mid-Market** | 38.9% | 33.3% | 47.1% | | **Enterprise** | 16.7% | 16.7% | 33.6% | ### By Industry #### Kontakt.io - **Computer Software:** 22.2% - **Information Technology and Services:** 16.7% - **Hospital & Health Care:** 16.7% - **Transportation/Trucking/Railroad:** 11.1% - **Research:** 5.6% - **Oil & Energy:** 5.6% - **Mining & Metals:** 5.6% - **Hospitality:** 5.6% - **Health, Wellness and Fitness:** 5.6% - **Environmental Services:** 5.6% #### ThingsBoard - **Oil & Energy:** 25.0% - **Mechanical or Industrial Engineering:** 25.0% - **Defense & Space:** 25.0% - **Computer Software:** 25.0% #### Datadog - **Information Technology and Services:** 18.5% - **Computer Software:** 18.0% - **Financial Services:** 8.7% - **Internet:** 4.1% - **Computer & Network Security:** 3.3% - **Retail:** 2.9% - **Banking:** 2.5% - **Hospital & Health Care:** 2.3% - **Insurance:** 1.9% - **Health, Wellness and Fitness:** 1.6% - **Other:** 36.2% --- ## Alternatives ### Alternatives to Kontakt.io - [Agentforce Sales (formerly Salesforce Sales Cloud)](https://www.g2.com/products/agentforce-sales-formerly-salesforce-sales-cloud/reviews) — 4.4/5 stars (25784 reviews) - [Samsara](https://www.g2.com/products/samsara/reviews) — 4.5/5 stars (3988 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3650 reviews) - [Motive](https://www.g2.com/products/motive-technologies/reviews) — 4.4/5 stars (2970 reviews) - [MaintainX](https://www.g2.com/products/maintainx/reviews) — 4.8/5 stars (1508 reviews) - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews) - [Limble](https://www.g2.com/products/limble/reviews) — 4.8/5 stars (681 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Fracttal One](https://www.g2.com/products/fracttal-one/reviews) — 4.6/5 stars (601 reviews) ### Alternatives to ThingsBoard - [Google Cloud IoT Core](https://www.g2.com/products/google-cloud-iot-core/reviews) — 4.1/5 stars (30 reviews) - [SAP Business Technology Platform](https://www.g2.com/products/sap-business-technology-platform/reviews) — 4.4/5 stars (417 reviews) - [Azure IoT Hub](https://www.g2.com/products/azure-iot-hub/reviews) — 4.3/5 stars (44 reviews) - [SensorCloud](https://www.g2.com/products/sensorcloud/reviews) — 4.1/5 stars (23 reviews) - [Esper](https://www.g2.com/products/esper/reviews) — 4.5/5 stars (238 reviews) - [ThingSpeak](https://www.g2.com/products/thingspeak/reviews) — 4.3/5 stars (15 reviews) - [IBM Watson IoT Platform](https://www.g2.com/products/ibm-watson-iot-platform/reviews) — 4.5/5 stars (22 reviews) - [TrendMiner](https://www.g2.com/products/trendminer/reviews) — 4.6/5 stars (179 reviews) - [Seeq](https://www.g2.com/products/seeq/reviews) — 4.6/5 stars (150 reviews) - [Cumulocity](https://www.g2.com/products/cumulocity/reviews) — 4.3/5 stars (13 reviews) ### Alternatives to Datadog - [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews) - [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (476 reviews) - [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (293 reviews) - [Coralogix](https://www.g2.com/products/coralogix/reviews) — 4.6/5 stars (343 reviews) - [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (636 reviews) - [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews) - [Better Stack](https://www.g2.com/products/better-stack/reviews) — 4.8/5 stars (319 reviews) - [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (431 reviews) - [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (397 reviews) - [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews) --- ## Top Discussions ### Kontakt.io No discussions available for this product. ### ThingsBoard No discussions available for this product. ### Datadog - Title: [What is the use of Datadog?](https://www.g2.com/discussions/what-is-the-use-of-datadog) — 3 comments > **Top comment:** "Datadog is a software platform that facilitates data sharing across various teams within an organization, thereby breaking down silos between development,..." - Title: [Does Datadog use AWS?](https://www.g2.com/discussions/does-datadog-use-aws) — 2 comments > **Top comment:** "Yes, the backbone of Datadog infrastructure is sitting within AWS." - Title: [Does it preserves history of logs?](https://www.g2.com/discussions/15058-does-it-preserves-history-of-logs) — 1 comment, 1 upvote > **Top comment:** "Depends on your plan, log retention can be 7,15, 30 days etc, for long term you need to setup s3 archiving" --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/kontakt-io-vs-thingsboard-vs-datadog)