# Apache Ignite, SolarWinds Database Observability vs Dynatrace Comparison | | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Star Rating** | 3.9 out of 5 | 4.5 out of 5 | 4.5 out of 5 | | **Total Reviews** | 17 | 224 | 1,363 | | **Largest Market Segment** | Mid-Market (35.3% of reviews) | Mid-Market (42.5% of reviews) | Enterprise (69.4% of reviews) | | **Entry Level Price** | No pricing available | $1,399.00 Per Year | Starts at $69 per month billed annually, per 8 GB Host | --- ## Top Pros & Cons ### Apache Ignite **Not enough data** ### SolarWinds Database Observability Pros: - Monitoring (12 reviews) - Real-time Monitoring (12 reviews) Cons: - Learning Curve (6 reviews) - Steep Learning Curve (6 reviews) ### Dynatrace Pros: - Ease of Use (84 reviews) - Debugging (53 reviews) Cons: - Learning Curve (43 reviews) - Missing Features (39 reviews) --- ## Ratings Comparison | Rating | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Meets Requirements** | 8.8 (15 reviews) | 8.8 (196 reviews) | 8.8 (1070 reviews) | | **Ease of Use** | 7.4 (16 reviews) | 8.7 (206 reviews) | 8.3 (1080 reviews) | | **Ease of Setup** | 7.8 (6 reviews) | 8.7 (143 reviews) | 8.4 (672 reviews) | | **Ease of Admin** | 7.5 (6 reviews) | 8.8 (132 reviews) | 8.2 (625 reviews) | | **Quality of Support** | 7.1 (13 reviews) | 8.7 (193 reviews) | 8.7 (1013 reviews) | | **Has the product been a good partner in doing business?** | 6.1 (6 reviews) | 8.9 (129 reviews) | 8.7 (622 reviews) | | **Product Direction (% positive)** | 7.5 (14 reviews) | 9.2 (194 reviews) | 9.3 (1044 reviews) | --- ## Pricing ### Apache Ignite #### Entry-Level Pricing No pricing available #### Free Trial No information available ### SolarWinds Database Observability #### Entry-Level Pricing Plan: Flexible Database Performance Analyzer for virtualized environments or SQL Sentry license per instance Price: $1,399.00 Per Year Description: 1-50 instances Volume based discounting available Key Features: - One year subscription price, also includes maintenance and support. [Browse all 2 editions](https://www.g2.com/products/database-observability/pricing) #### Free Trial Yes ### Dynatrace #### Entry-Level Pricing Plan: Full-stack monitoring Price: Starts at $69 per month billed annually, per 8 GB Host Description: Advanced observability for apps and infrastructure across hybrid and multi-clouds at scale Key Features: - Application performance - Infrastructure monitoring - AIOps [Browse all 3 editions](https://www.g2.com/products/dynatrace/pricing) #### Free Trial Yes --- ## Features Comparison By Category ### Session Replay | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.4/10 | 162 | #### User Behavior | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Click Tracking** | Not enough data | Not enough data | 8.9 (116 reviews) ✓ Verified | | **Mouse Movement ** | Not enough data | Not enough data | 8.0 (87 reviews) ✓ Verified | | **Frustration Tracking** | Not enough data | Not enough data | 8.3 (105 reviews) ✓ Verified | #### A/B Testing | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Error and Bug Tracking** | Not enough data | Not enough data | 8.4 (101 reviews) ✓ Verified | | **Split URL Testing** | Not enough data | Not enough data | 8.0 (76 reviews) | | **Data Analysis** | Not enough data | Not enough data | 8.7 (110 reviews) ✓ Verified | | **Notes** | Not enough data | Not enough data | 8.1 (75 reviews) | #### Visitor Information | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **User Identification** | Not enough data | Not enough data | 8.6 (117 reviews) ✓ Verified | | **Search Box** | Not enough data | Not enough data | 8.4 (112 reviews) ✓ Verified | #### Agentic AI - Session Replay | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | ### Website Monitoring | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.6/10 | 67 | #### Functionality | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Baseline** | Not enough data | Not enough data | 8.8 (62 reviews) | | **Alerting** | Not enough data | Not enough data | 9.0 (63 reviews) | | **Multi-Site Monitoring** | Not enough data | Not enough data | 8.5 (60 reviews) | | **Reporting** | Not enough data | Not enough data | 8.0 (59 reviews) | | **Multi-Channel Alerting** | Not enough data | Not enough data | 8.7 (54 reviews) | | **Location Insights** | Not enough data | Not enough data | 8.4 (58 reviews) | #### Agentic AI - Website Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **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 | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.7/10 | 184 | #### Experience | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Real-Time Monitoring** | Not enough data | Not enough data | 9.2 (159 reviews) | | **Session Replay** | Not enough data | Not enough data | 8.5 (137 reviews) | | **Behavioral Analysis** | Not enough data | Not enough data | 8.5 (134 reviews) | #### Agentic AI - Digital Experience Monitoring (DEM) | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **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 | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Content Management** | Not enough data | Not enough data | 8.4 (127 reviews) | | **Alerts** | Not enough data | Not enough data | 8.6 (154 reviews) | | **Budget Analysis** | Not enough data | Not enough data | 7.7 (102 reviews) | #### Performance | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Uptime Monitoring** | Not enough data | Not enough data | 9.1 (152 reviews) | | **Performance Monitoring** | Not enough data | Not enough data | 9.4 (158 reviews) | | **Issue Tracking** | Not enough data | Not enough data | 8.5 (148 reviews) | | **Resource Monitoring** | Not enough data | Not enough data | 9.0 (149 reviews) | ### Database Monitoring | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | 8.9/10 | 100 | | **Dynatrace** | 8.7/10 | 82 | #### Functionality | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Monitoring** | Not enough data | 9.4 (88 reviews) | 8.9 (76 reviews) | | **Alerting** | Not enough data | 8.9 (83 reviews) | 8.9 (74 reviews) | | **Logging** | Not enough data | 9.0 (77 reviews) | 8.6 (71 reviews) | | **Response Time** | Not enough data | 8.9 (85 reviews) | 9.0 (74 reviews) | | **Reporting** | Not enough data | 8.6 (79 reviews) | 8.3 (71 reviews) | | **Data Visualization** | Not enough data | 8.6 (80 reviews) | 8.7 (73 reviews) | #### Agentic AI - Database Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Feature Not Available | Not enough data | | **Multi-step Planning** | Not enough data | Feature Not Available | Not enough data | | **Cross-system Integration** | Not enough data | 9.0 (15 reviews) | Not enough data | | **Adaptive Learning** | Not enough data | Feature Not Available | Not enough data | | **Natural Language Interaction** | Not enough data | Feature Not Available | Not enough data | | **Proactive Assistance** | Not enough data | Feature Not Available | Not enough data | | **Decision Making** | Not enough data | Feature Not Available | Not enough data | ### Network Monitoring | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.7/10 | 52 | #### Functionality | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Performance Monitoring** | Not enough data | Not enough data | 9.0 (47 reviews) | | **Alerting** | Not enough data | Not enough data | 8.9 (46 reviews) | | **Improvement Suggestions** | Not enough data | Not enough data | 8.5 (42 reviews) | | **Multi-Network Capability** | Not enough data | Not enough data | 8.2 (43 reviews) | #### Monitoring - Network Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **360-Degree Network Visibility** | Not enough data | Not enough data | Not enough data | | **Automated Network Discovery** | Not enough data | Not enough data | Not enough data | | **Real-Time Monitoring** | Not enough data | Not enough data | Not enough data | #### Management | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Performance Baseline** | Not enough data | Not enough data | 8.7 (46 reviews) | | **Data Visualization** | Not enough data | Not enough data | 8.8 (46 reviews) | | **Path Analysis** | Not enough data | Not enough data | Feature Not Available | #### Analytics - Network Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Predictive Performance Analytics** | Not enough data | Not enough data | Not enough data | | **Packet & Flow Analysis** | Not enough data | Not enough data | Not enough data | #### Security - Network Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Encrypted Data Transmission** | Not enough data | Not enough data | Not enough data | | **Zero Trust and Identity Management** | Not enough data | Not enough data | Not enough data | | **Integrated Network Security** | Not enough data | Not enough data | Not enough data | #### Network Performance - Network Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Dynamic Network Optimization** | Not enough data | Not enough data | Not enough data | | **Automated Tasks Routing** | Not enough data | Not enough data | Not enough data | #### AI Automation - Network Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Machine Learning-Based Anomaly Detection** | Not enough data | Not enough data | Not enough data | | **Self-Healing Networks** | Not enough data | Not enough data | Not enough data | | **Predictive Network Maintenance** | Not enough data | Not enough data | Not enough data | #### Agentic AI - Network Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **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 | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.6/10 | 229 | #### Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Usage Monitoring** | Not enough data | Not enough data | 9.0 (203 reviews) | | **Database Monitoring** | Not enough data | Not enough data | 8.2 (189 reviews) | | **API Monitoring** | Not enough data | Not enough data | 8.9 (185 reviews) | | **Real-Time Monitoring - Cloud Infrastructure Monitoring** | Not enough data | Not enough data | 9.0 (197 reviews) | | **Security and Compliance Monitoring** | Not enough data | Not enough data | Not enough data | #### Administration | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Activity Monitoring** | Not enough data | Not enough data | 8.5 (172 reviews) | | **Multi-Cloud Management** | Not enough data | Not enough data | 8.5 (154 reviews) | | **Automation** | Not enough data | Not enough data | 8.4 (158 reviews) | | **Auto-Scaling & Resource Optimization** | Not enough data | Not enough data | Not enough data | #### Analysis | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Reporting** | Not enough data | Not enough data | 8.2 (182 reviews) | | **Dashboards and Visualizations** | Not enough data | Not enough data | 8.5 (201 reviews) | | **Spend Forecasting and Optimization** | Not enough data | Not enough data | Feature Not Available | #### Agentic AI - Cloud Infrastructure Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **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 | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **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 | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 7.3/10 | 57 | #### Bug Reporting | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **User Reports & Feedback** | Not enough data | Not enough data | 8.5 (39 reviews) | | **Tester Reports & Feedback** | Not enough data | Not enough data | 7.9 (36 reviews) | | **Team Reports & Comments** | Not enough data | Not enough data | 8.1 (36 reviews) | #### Bug Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Analytics** | Not enough data | Not enough data | 8.4 (37 reviews) | | **Bug History** | Not enough data | Not enough data | 8.2 (37 reviews) | | **Data Retention** | Not enough data | Not enough data | 7.9 (37 reviews) | #### Agentic AI - Bug Tracking | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **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 | ### AIOps Platforms | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.5/10 | 50 | #### Functionality | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Artificial Intelligence** | Not enough data | Not enough data | 8.5 (39 reviews) | | **Machine Learning** | Not enough data | Not enough data | 8.3 (39 reviews) | | **Systems Monitoring** | Not enough data | Not enough data | 8.8 (43 reviews) | #### Issue Resolution | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Root Cause Identification** | Not enough data | Not enough data | 8.8 (43 reviews) | | **Proactive Identification** | Not enough data | Not enough data | 8.6 (43 reviews) | | **Resolution Guidance** | Not enough data | Not enough data | 8.4 (42 reviews) | #### Management | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **System Integration** | Not enough data | Not enough data | 8.6 (44 reviews) | | **Alerting** | Not enough data | Not enough data | 8.7 (45 reviews) | | **Reporting** | Not enough data | Not enough data | 8.2 (42 reviews) | #### Generative AI | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 7.7 (5 reviews) | | **AI Text Summarization** | Not enough data | Not enough data | 8.3 (5 reviews) | #### Agentic AI - AIOps Platforms | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **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 | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.9/10 | 75 | #### Visibility | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Dashboards and Visualizations** | Not enough data | Not enough data | 9.0 (69 reviews) | | **Alerts and Notifications** | Not enough data | Not enough data | 8.9 (69 reviews) | | **Reporting** | Not enough data | Not enough data | 8.5 (69 reviews) | #### Monitoring and Management | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Automation** | Not enough data | Not enough data | 8.8 (62 reviews) | | **Performance Baseline** | Not enough data | Not enough data | 8.8 (68 reviews) | | **Real-Time Monitoring** | Not enough data | Not enough data | 9.3 (69 reviews) | #### Agentic AI - Log Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **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 | ### Enterprise Monitoring | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.5/10 | 68 | #### Functionality | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Diverse Systems Monitoring** | Not enough data | Not enough data | 8.8 (59 reviews) | | **Real-Time Analytics** | Not enough data | Not enough data | 8.8 (58 reviews) | | **Observability** | Not enough data | Not enough data | 9.1 (57 reviews) | | **AI/ML Integration** | Not enough data | Not enough data | 8.2 (53 reviews) | #### Management | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Single Pane of Glass** | Not enough data | Not enough data | 8.3 (56 reviews) | | **Dashboards and Visualization** | Not enough data | Not enough data | 8.4 (59 reviews) | | **Performance Baselines** | Not enough data | Not enough data | 8.7 (56 reviews) | | **Alerting** | Not enough data | Not enough data | 9.0 (57 reviews) | #### Agentic AI - Enterprise Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **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 | 7.0 (5 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 | ### ServiceNow Store Apps | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.9/10 | 13 | #### ServiceNow Apps | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **ServiceNow Integration** | Not enough data | Not enough data | 8.5 (9 reviews) | | **Value** | Not enough data | Not enough data | 9.3 (10 reviews) | #### Agentic AI - ServiceNow Store Apps | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **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 | | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | ### Log Analysis | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.3/10 | 69 | #### Data Preparation | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Data Sources** | Not enough data | Not enough data | 8.7 (60 reviews) ✓ Verified | | **Indexing** | Not enough data | Not enough data | 8.0 (57 reviews) ✓ Verified | | **Automated Tagging** | Not enough data | Not enough data | 8.1 (56 reviews) ✓ Verified | | **Data Blending** | Not enough data | Not enough data | 8.0 (57 reviews) ✓ Verified | #### Analysis | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Track Trends** | Not enough data | Not enough data | 8.3 (58 reviews) ✓ Verified | | **Detect Anomalies** | Not enough data | Not enough data | 8.3 (57 reviews) ✓ Verified | | **Metric and Event Data** | Not enough data | Not enough data | 8.6 (59 reviews) ✓ Verified | | **Search** | Not enough data | Not enough data | 8.2 (58 reviews) ✓ Verified | | **Alerts** | Not enough data | Not enough data | 8.5 (62 reviews) ✓ Verified | | **Live Tail** | Not enough data | Not enough data | 7.9 (54 reviews) ✓ Verified | #### Visualization | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Dashboards** | Not enough data | Not enough data | 9.0 (62 reviews) ✓ Verified | | **Data Discovery** | Not enough data | Not enough data | 8.5 (59 reviews) ✓ Verified | #### Agentic AI - Log Analysis | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **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 | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.2/10 | 139 | #### Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Performance Baselines** | Not enough data | Not enough data | 8.7 (109 reviews) | | **Performance Analysis** | Not enough data | Not enough data | 8.7 (110 reviews) | | **Performance Monitoring** | Not enough data | Not enough data | 9.0 (121 reviews) | | **AI/ML Assistance** | Not enough data | Not enough data | 7.6 (104 reviews) | | **Multi-System Monitoring** | Not enough data | Not enough data | 8.5 (112 reviews) | #### Response | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Dashboards and Visualization** | Not enough data | Not enough data | 8.7 (114 reviews) | | **Incident Alerting** | Not enough data | Not enough data | 8.6 (112 reviews) | | **Root Cause Analysis (RCA)** | Not enough data | Not enough data | 8.2 (113 reviews) | #### Agentic AI - Application Performance Monitoring (APM) | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 7.1 (11 reviews) | | **Cross-system Integration** | Not enough data | Not enough data | 7.5 (12 reviews) | | **Adaptive Learning** | Not enough data | Not enough data | 6.7 (9 reviews) | | **Proactive Assistance** | Not enough data | Not enough data | 6.7 (9 reviews) | | **Decision Making** | Not enough data | Not enough data | 7.2 (10 reviews) | #### Performance | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Real User Monitoring (RUM)** | Not enough data | Not enough data | 8.6 (111 reviews) | | **Second by Second Metrics** | Not enough data | Not enough data | 8.2 (110 reviews) | #### Functionality | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Synthetic Monitoring** | Not enough data | Not enough data | 8.5 (106 reviews) | | **Dynamic Transaction Mapping** | Not enough data | Not enough data | 8.3 (109 reviews) | | **Load Balancing** | Not enough data | Not enough data | 7.8 (104 reviews) | | **Cloud Observability** | Not enough data | Not enough data | 8.5 (113 reviews) | ### DevOps Platforms | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | N/A | N/A | #### Management | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Configuration Management** | Not enough data | Not enough data | Not enough data | | **Access Control** | Not enough data | Not enough data | Not enough data | | **Orchestration** | Not enough data | Not enough data | Not enough data | #### Functionality | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Automation** | Not enough data | Not enough data | Not enough data | | **Integrations** | Not enough data | Not enough data | Not enough data | | **Extensibility** | Not enough data | Not enough data | Not enough data | #### Processes | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Pipeline Control** | Not enough data | Not enough data | Not enough data | | **Workflow Visualization** | Not enough data | Not enough data | Not enough data | | **Continuous Deployment** | Not enough data | Not enough data | Not enough data | ### Database Management Systems (DBMS) | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | 9.3/10 | 25 | | **Dynatrace** | N/A | N/A | #### Management | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Data dictionary** | Not enough data | Feature Not Available | Not enough data | | **Data Replication** | Not enough data | Feature Not Available | Not enough data | | **Query Language** | Not enough data | Feature Not Available | Not enough data | | **Data Modeling** | Not enough data | Feature Not Available | Not enough data | | **Performance Analysis** | Not enough data | 9.2 (24 reviews) | Not enough data | #### Maintenance | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Data Migration** | Not enough data | Feature Not Available | Not enough data | | **Backup and Recovery** | Not enough data | Feature Not Available | Not enough data | | **Multi-User Environment** | Not enough data | Feature Not Available | Not enough data | #### Security | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Data Encryption** | Not enough data | Feature Not Available | Not enough data | | **User Access Control** | Not enough data | Feature Not Available | Not enough data | ### Relational Databases | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | N/A | N/A | #### Management | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Data Schema** | Not enough data | Not enough data | Not enough data | | **Query Language** | Not enough data | Not enough data | Not enough data | | **ACID - Complaint** | Not enough data | Not enough data | Not enough data | | **Data Replication** | Not enough data | Not enough data | Not enough data | #### Support | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Text Search** | Not enough data | Not enough data | Not enough data | | **Data Types** | Not enough data | Not enough data | Not enough data | | **Languages** | Not enough data | Not enough data | Not enough data | | **Operating Systems** | Not enough data | Not enough data | Not enough data | #### Security | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Database Locking** | Not enough data | Not enough data | Not enough data | | **Access Control** | Not enough data | Not enough data | Not enough data | | **Encryption** | Not enough data | Not enough data | Not enough data | | **Authentication** | Not enough data | Not enough data | Not enough data | #### Performance | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Disaster Recovery** | Not enough data | Not enough data | Not enough data | | **Data Concurrency** | Not enough data | Not enough data | Not enough data | | **Workload Management** | Not enough data | Not enough data | Not enough data | | **Advanced Indexing** | Not enough data | Not enough data | Not enough data | | **Query Optimizer** | Not enough data | Not enough data | Not enough data | #### Database Features | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Storage** | Not enough data | Not enough data | Not enough data | | **Availability** | Not enough data | Not enough data | Not enough data | | **Stability** | Not enough data | Not enough data | Not enough data | | **Scalability** | Not enough data | Not enough data | Not enough data | | **Security** | Not enough data | Not enough data | Not enough data | | **Data Manipulation** | Not enough data | Not enough data | Not enough data | | **Query Language** | Not enough data | Not enough data | Not enough data | ### Key Value Databases | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | N/A | N/A | #### Data Management | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Data Model** | Not enough data | Not enough data | Not enough data | | **Data Types** | Not enough data | Not enough data | Not enough data | #### Availability | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Auto Sharding** | Not enough data | Not enough data | Not enough data | | **Auto Recovery** | Not enough data | Not enough data | Not enough data | | **Data Replication** | Not enough data | Not enough data | Not enough data | #### Performance | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Integrated Cache** | Not enough data | Not enough data | Not enough data | #### Security | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Role-Based Authorization** | Feature Not Available | Not enough data | Not enough data | | **Authentication** | Not enough data | Not enough data | Not enough data | | **Audit Logs** | Feature Not Available | Not enough data | Not enough data | | **Encryption** | Not enough data | Not enough data | Not enough data | #### Support | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Multi-Model** | Not enough data | Not enough data | Not enough data | | **Operating Systems** | Not enough data | Not enough data | Not enough data | ### Data Warehouse Automation | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | N/A | N/A | #### Automation | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Workflow Automation** | Not enough data | Feature Not Available | Not enough data | | **Multi-platform support** | Not enough data | Feature Not Available | Not enough data | | **Data Management** | Not enough data | Feature Not Available | Not enough data | | **Data Simplicity** | Not enough data | Feature Not Available | Not enough data | #### Functionality | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Documentation management** | Not enough data | Feature Not Available | Not enough data | | **Platform support** | Not enough data | 8.7 (5 reviews) | Not enough data | | **Template functionality** | Not enough data | Feature Not Available | Not enough data | #### Administration | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Error Alerts** | Not enough data | Not enough data | Not enough data | | **Service Automation** | Not enough data | 8.0 (5 reviews) | Not enough data | | **Workflow management** | Not enough data | Feature Not Available | Not enough data | #### Agentic AI - Data Warehouse Automation | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | ### Container Monitoring | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.4/10 | 44 | #### Alerts management | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Multi-mode alerts** | Not enough data | Not enough data | 8.2 (42 reviews) | | **Opimization alerts** | Not enough data | Not enough data | 7.8 (42 reviews) | | **Incident alerts** | Not enough data | Not enough data | 8.7 (42 reviews) | #### Monitoring | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Resource utilization** | Not enough data | Not enough data | 8.7 (43 reviews) | | **Real-time monitoring** | Not enough data | Not enough data | 9.1 (43 reviews) | | **Performance baseline** | Not enough data | Not enough data | 8.8 (43 reviews) | | **API monitoring** | Not enough data | Not enough data | 9.1 (43 reviews) | #### Automation | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Resolution automation** | Not enough data | Not enough data | 8.2 (42 reviews) | | **Automation** | Not enough data | Not enough data | 8.2 (42 reviews) | #### Analysis | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Search** | Not enough data | Not enough data | 8.3 (44 reviews) | | **Reporting** | Not enough data | Not enough data | 8.2 (42 reviews) | | **Visualization** | Not enough data | Not enough data | 8.4 (43 reviews) | | **Track trends** | Not enough data | Not enough data | 8.3 (42 reviews) | #### Issue Resolution | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Root cause identification** | Not enough data | Not enough data | 8.1 (43 reviews) | | **Resolution guidance** | Not enough data | Not enough data | 8.0 (43 reviews) | | **Proactive identification** | Not enough data | Not enough data | 8.6 (42 reviews) | ### IT Alerting | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 5.4/10 | 12 | #### Generative AI | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 6.1 (11 reviews) | #### Agentic AI - IT Alerting | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 6.0 (5 reviews) | | **Multi-step Planning** | Not enough data | Not enough data | 5.7 (5 reviews) | | **Cross-system Integration** | Not enough data | Not enough data | 6.1 (6 reviews) | | **Adaptive Learning** | Not enough data | Not enough data | 5.0 (5 reviews) | | **Natural Language Interaction** | Not enough data | Not enough data | 5.0 (5 reviews) | | **Proactive Assistance** | Not enough data | Not enough data | 4.7 (5 reviews) | | **Decision Making** | Not enough data | Not enough data | 4.3 (5 reviews) | ### Application Security | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | N/A | N/A | #### Generative AI | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | ### Runtime Application Self-Protection (RASP) Tools | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | N/A | N/A | #### Threat Detection & Response - Runtime Application Self-Protection (RASP) | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Threat Remediation** | Not enough data | Not enough data | Not enough data | | **Threat Detection** | Not enough data | Not enough data | Not enough data | | **Application Behavior Monitoring** | Not enough data | Not enough data | Not enough data | | **Intelligence and Reporting** | Not enough data | Not enough data | Not enough data | ### Observability Software | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | 8.5/10 | 7 | #### Telemetry Collection & Ingestion - Observability | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Multi-Telemetry Ingestion** | Not enough data | Not enough data | Not enough data | | **OpenTelemetry Support** | Not enough data | Not enough data | Not enough data | #### Agentic AI - Observability Software | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **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 | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Service Dependency Mapping** | Not enough data | Not enough data | Not enough data | | **Unified Dashboard** | Not enough data | Not enough data | Not enough data | | **Trace Visualization** | Not enough data | Not enough data | Not enough data | #### Correlation & Root Cause Analysis - Observability | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Cross-Telemetry Correlation** | Not enough data | Not enough data | Not enough data | | **Root Cause Detection** | Not enough data | Not enough data | 8.0 (5 reviews) | | **Intelligent Alerting** | Not enough data | Not enough data | Not enough data | #### Scalability & Ecosystem Integration - Observability | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Kubernetes Monitoring** | Not enough data | Not enough data | Not enough data | | **Hybrid/Multi-Cloud Support** | Not enough data | Not enough data | 9.0 (5 reviews) | #### AI Features - Observability | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Predictive Insights** | Not enough data | Not enough data | Not enough data | | **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 | ### AI SRE Tools | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | N/A | N/A | #### Reliability Objectives & Service Operations - AI SRE Tools | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Intelligent On-Call Workflows** | Not enough data | Not enough data | Not enough data | | **Error Budget Tracking** | Not enough data | Not enough data | Not enough data | | **SLI & SLO Management** | Not enough data | Not enough data | Not enough data | | **Service Health Modeling & Reporting** | Not enough data | Not enough data | Not enough data | #### AI Detection & Signal Quality - AI SRE Tools | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Cross-Telemetry Correlation** | Not enough data | Not enough data | Not enough data | | **Change-Aware Detection** | Not enough data | Not enough data | Not enough data | | **Adaptive Anomaly Detection** | Not enough data | Not enough data | Not enough data | | **Alert Correlation & Noise Reduction** | Not enough data | Not enough data | Not enough data | #### Investigation & Root Cause Analysis - AI SRE Tools | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Guided Incident Investigation** | Not enough data | Not enough data | Not enough data | | **Live Debugging in Production** | Not enough data | Not enough data | Not enough data | | **AI Root Cause Analysis** | Not enough data | Not enough data | Not enough data | | **Runtime-Verified Root Cause Analysis** | Not enough data | Not enough data | Not enough data | #### Automation & Platform Controls - AI SRE Tools | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Automated Runbook & Workflow Execution** | Not enough data | Not enough data | Not enough data | | **Human-in-the-Loop Remediation** | Not enough data | Not enough data | Not enough data | | **Integration, APIs & Secure Access Controls** | Not enough data | Not enough data | Not enough data | | **AI-Assisted Code Fix Generation** | Not enough data | Not enough data | Not enough data | ### NoSQL Databases | Product | Score | Reviews | |---|---|---| | **Apache Ignite** | N/A | N/A | | **SolarWinds Database Observability** | N/A | N/A | | **Dynatrace** | N/A | N/A | #### Database Features | Feature | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Storage** | Not enough data | Not enough data | Not enough data | | **Availability** | Not enough data | Not enough data | Not enough data | | **Stability** | Not enough data | Not enough data | Not enough data | | **Scalability** | Not enough data | Not enough data | Not enough data | | **Security** | Not enough data | Not enough data | Not enough data | | **Data Manipulation** | Not enough data | Not enough data | Not enough data | | **Query Language** | Not enough data | Not enough data | Not enough data | --- ## Categories **Shared Categories (1):** [Database Monitoring Tools](https://www.g2.com/categories/database-monitoring) **Unique to Apache Ignite (3):** [Key Value Databases](https://www.g2.com/categories/key-value-databases), [Relational Databases](https://www.g2.com/categories/relational-databases), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms) **Unique to SolarWinds Database Observability (3):** [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Data Warehouse Automation Software](https://www.g2.com/categories/data-warehouse-automation), [Other Analytics Software](https://www.g2.com/categories/other-analytics) **Unique to Dynatrace (17):** [Observability Software](https://www.g2.com/categories/observability-software), [Enterprise Monitoring Software](https://www.g2.com/categories/enterprise-monitoring), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring), [AIOps Tools](https://www.g2.com/categories/aiops-platforms), [Digital Experience Monitoring (DEM) Software](https://www.g2.com/categories/digital-experience-monitoring-dem), [Website Monitoring Software](https://www.g2.com/categories/website-monitoring), [Cloud Infrastructure Monitoring Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [Runtime Application Self-Protection (RASP) Tools ](https://www.g2.com/categories/runtime-application-self-protection-rasp-tools), [ServiceNow Marketplace Apps](https://www.g2.com/categories/servicenow-store-apps), [Session Replay Software](https://www.g2.com/categories/session-replay), [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), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm), [Network Monitoring Software](https://www.g2.com/categories/network-monitoring), [Bug Tracking Software](https://www.g2.com/categories/bug-tracking), [ AI SRE Tools Software](https://www.g2.com/categories/ai-sre-tools) --- ## Reviewer Demographics ### By Company Size | Segment | Apache Ignite | SolarWinds Database Observability | Dynatrace | |---|---|---|---| | **Small-Business** | 29.4% | 18.2% | 6.9% | | **Mid-Market** | 35.3% | 42.5% | 23.7% | | **Enterprise** | 35.3% | 39.3% | 69.4% | ### By Industry #### Apache Ignite - **Information Technology and Services:** 29.4% - **Computer Software:** 17.6% - **Financial Services:** 11.8% - **Telecommunications:** 5.9% - **Retail:** 5.9% - **Research:** 5.9% - **Electrical/Electronic Manufacturing:** 5.9% - **Computer & Network Security:** 5.9% - **Banking:** 5.9% - **Accounting:** 5.9% #### SolarWinds Database Observability - **Information Technology and Services:** 18.7% - **Computer Software:** 8.7% - **Hospital & Health Care:** 4.6% - **Financial Services:** 4.6% - **Retail:** 3.7% - **Computer & Network Security:** 3.2% - **Government Administration:** 3.2% - **Insurance:** 2.7% - **Construction:** 2.7% - **Pharmaceuticals:** 2.3% - **Other:** 45.7% #### Dynatrace - **Information Technology and Services:** 16.4% - **Financial Services:** 10.3% - **Computer Software:** 9.2% - **Insurance:** 8.9% - **Banking:** 8.4% - **Telecommunications:** 4.9% - **Hospital & Health Care:** 4.5% - **Retail:** 4.4% - **Airlines/Aviation:** 2.4% - **Transportation/Trucking/Railroad:** 2.2% - **Other:** 28.3% --- ## Alternatives ### Alternatives to Apache Ignite - [Redis Software](https://www.g2.com/products/redis-software/reviews) — 4.5/5 stars (134 reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2271 reviews) - [MySQL](https://www.g2.com/products/mysql/reviews) — 4.4/5 stars (1675 reviews) - [Amazon DynamoDB](https://www.g2.com/products/amazon-web-services-aws-amazon-dynamodb/reviews) — 4.4/5 stars (529 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (737 reviews) - [PostgreSQL](https://www.g2.com/products/postgresql/reviews) — 4.4/5 stars (677 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Oracle Database](https://www.g2.com/products/oracle-database/reviews) — 4.3/5 stars (1009 reviews) - [IBM Db2](https://www.g2.com/products/ibm-db2/reviews) — 4.1/5 stars (682 reviews) - [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews) ### Alternatives to SolarWinds Database Observability - [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (703 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2271 reviews) - [Redgate Monitor](https://www.g2.com/products/redgate-monitor/reviews) — 4.5/5 stars (120 reviews) - [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews) - [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (476 reviews) - [Oracle Enterprise Manager](https://www.g2.com/products/oracle-enterprise-manager/reviews) — 4.3/5 stars (196 reviews) - [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (430 reviews) - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (515 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (737 reviews) ### Alternatives to Dynatrace - [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (703 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) - [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (635 reviews) - [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (583 reviews) - [Site24x7](https://www.g2.com/products/site24x7/reviews) — 4.6/5 stars (430 reviews) - [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews) - [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) — 4.3/5 stars (833 reviews) - [Sumo Logic](https://www.g2.com/products/sumo-logic/reviews) — 4.3/5 stars (395 reviews) - [Sentry](https://www.g2.com/products/sentry/reviews) — 4.5/5 stars (199 reviews) --- ## Top Discussions ### Apache Ignite No discussions available for this product. ### SolarWinds Database Observability - Title: [What is Solarwinds Database Performance Analyzer used for?](https://www.g2.com/discussions/what-is-solarwinds-database-performance-analyzer-used-for) — 2 comments > **Top comment:** "SolarWinds Database Performance Analyzer (DPA) is software used to monitor, analyze, and optimize the performance of databases. It helps in identifying and..." - Title: [Is it recommended to have a DPA server located at each site you are monitoring?](https://www.g2.com/discussions/dpa-location) — 2 comments, 1 upvote *(includes official response)* > **Top comment:** "We recommend getting DPA as close to the databases being monitoring as possible (and by close, we mean with least network latency possible)." - Title: [How do I access DPA? Do I have to install anything on my PC to view the interface?](https://www.g2.com/discussions/dpa-access) — 2 comments, 1 upvote *(includes official response)* > **Top comment:** "Download and install your free trial using our Getting Started Guide, which is located in the Success Center." - Title: [What is the impact of running DPA on my production instances?](https://www.g2.com/discussions/dpa-s-impact) — 2 comments, 1 upvote *(includes official response)* > **Top comment:** "Less than 1%. We are agentless and only monitor active sessions allowing us to keep our overhead on monitored database instances extremely low." - Title: [How does SolarWinds Database Observability perform in terms of analytics depth and total cost of ownership?](https://www.g2.com/discussions/how-does-solarwinds-database-observability-perform-in-terms-of-analytics-depth-and-total-cost-of-ownership) — 1 comment, 1 upvote > **Top comment:** "<p>Oh, I forgot to mention—one thing I’ve really come to appreciate is how intuitive the UI is, even for folks who aren’t deep DBAs. It makes collaboration..." ### Dynatrace - Title: [What is Dynatrace used for?](https://www.g2.com/discussions/what-is-dynatrace-used-for) — 3 comments > **Top comment:** "Dynatrace is an Application Performance Management (APM) tool used to monitor and optimize software applications and infrastructure. It provides real-time..." - Title: [what is the best way to AI integration in Energy and Utlilites services.](https://www.g2.com/discussions/24185-what-is-the-best-way-to-ai-integration-in-energy-and-utlilites-services) — 3 comments, 1 upvote > **Top comment:** "Hi. The AI is built into the Dynatrace platform and is purpose built for this use case. It's getting context from the installation of Dynatrace OneAgents..." - Title: [What does Rookout do?](https://www.g2.com/discussions/what-does-rookout-do) — 2 comments > **Top comment:** "Remote non-blocking debug- breakpoint logs extraction from remote resources." - Title: [Is there any capability that Dynatrace can't provide which is offered by Splunk?](https://www.g2.com/discussions/24178-is-there-any-capability-that-dynatrace-can-t-provide-which-is-offered-by-splunk) — 2 comments, 1 upvote > **Top comment:** "Hi Mostofa. Hard for me to answer about Splunk's capabilities vs ours. I'd recommend trying it and seeing for yourself. They are different use cases. " - Title: [Do Dynatrace have solution for small to medium size company, as well as student and personal developers ?](https://www.g2.com/discussions/37600-do-dynatrace-have-solution-for-small-to-medium-size-company-as-well-as-student-and-personal-developers) — 1 comment, 1 upvote > **Top comment:** "Yes it has all type of subscriptions." --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/apache-ignite-vs-database-observability-vs-dynatrace)