# DataSet (by SentinelOne), Graylog vs Sumo Logic Comparison | | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Star Rating** | 4.6 out of 5 | 4.4 out of 5 | 4.3 out of 5 | | **Total Reviews** | 42 | 120 | 400 | | **Largest Market Segment** | Mid-Market (38.5% of reviews) | Mid-Market (48.6% of reviews) | Mid-Market (47.8% of reviews) | | **Entry Level Price** | No pricing available | Starting at $15,000.00 Per Year | No pricing available | --- ## Top Pros & Cons ### DataSet (by SentinelOne) **Not enough data** ### Graylog Pros: - Cost Optimization (1 reviews) - Debugging (1 reviews) Cons: - Complexity (1 reviews) - Debugging Difficulties (1 reviews) ### Sumo Logic Pros: - Ease of Use (54 reviews) - Log Management (44 reviews) Cons: - Expensive (18 reviews) - Difficult Learning (16 reviews) --- ## Ratings Comparison | Rating | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Meets Requirements** | 8.9 (35 reviews) | 8.8 (94 reviews) | 8.8 (348 reviews) | | **Ease of Use** | 8.4 (35 reviews) | 8.5 (92 reviews) | 8.2 (354 reviews) | | **Ease of Setup** | 8.9 (21 reviews) | 7.8 (50 reviews) | 8.1 (186 reviews) | | **Ease of Admin** | 8.7 (21 reviews) | 8.4 (45 reviews) | 8.4 (115 reviews) | | **Quality of Support** | 9.5 (31 reviews) | 8.2 (73 reviews) | 8.5 (294 reviews) | | **Has the product been a good partner in doing business?** | 9.6 (20 reviews) | 8.4 (31 reviews) | 8.7 (112 reviews) | | **Product Direction (% positive)** | 9.7 (35 reviews) | 8.3 (89 reviews) | 8.8 (343 reviews) | --- ## Pricing ### DataSet (by SentinelOne) #### Entry-Level Pricing No pricing available #### Free Trial Yes ### Graylog #### Entry-Level Pricing Plan: Graylog Enterprise Price: Starting at $15,000.00 Per Year Description: Enterprise Log Management for SecOps, ITOps, and DevOps teams, built on the Graylog Platform, Graylog Enterprise is designed to maximize your systems’ uptime, alert you to issues and outages, enhance productivity, and meet data retention requirements for larger teams and complex situations. Key Features: - Guided Log Ingestion & Onboarding – Built-in setup wizard simplifies configuring and validating log sources across cloud, on-prem, and hybrid environments. - Integrated Data Lake with Preview & Selective Retrieval – Store long-term logs in low-cost storage and preview or retrieve only the data needed for investigations or audits. - Prebuilt Parsing, Dashboards, and Content Packs – Out-of-the-box parsers, dashboards, and enrichment for common platforms and compliance use cases reduce manual configuration. [Browse all 2 editions](https://www.g2.com/products/graylog/pricing) #### Free Trial Yes ### Sumo Logic #### Entry-Level Pricing No pricing available #### Free Trial Yes --- ## Features Comparison By Category ### Cloud Infrastructure Monitoring | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | N/A | N/A | | **Sumo Logic** | 8.7/10 | 46 | #### Monitoring | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Usage Monitoring** | Not enough data | Not enough data | 8.9 (38 reviews) | | **Database Monitoring** | Not enough data | Not enough data | 8.7 (35 reviews) | | **API Monitoring** | Not enough data | Not enough data | 8.8 (37 reviews) | | **Real-Time Monitoring - Cloud Infrastructure Monitoring** | Not enough data | Not enough data | 8.8 (38 reviews) | | **Security and Compliance Monitoring** | Not enough data | Not enough data | Not enough data | #### Administration | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Activity Monitoring** | Not enough data | Not enough data | 8.4 (38 reviews) | | **Multi-Cloud Management** | Not enough data | Not enough data | 8.3 (34 reviews) | | **Automation** | Not enough data | Not enough data | 8.3 (35 reviews) | | **Auto-Scaling & Resource Optimization** | Not enough data | Not enough data | Not enough data | #### Analysis | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Reporting** | Not enough data | Not enough data | 8.8 (38 reviews) | | **Dashboards and Visualizations** | Not enough data | Not enough data | 9.0 (40 reviews) | | **Spend Forecasting and Optimization** | Not enough data | Not enough data | 8.6 (33 reviews) | #### Agentic AI - Cloud Infrastructure Monitoring | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **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 | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **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 | ### Log Monitoring | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | 9.2/10 | 5 | | **Sumo Logic** | 7.1/10 | 70 | #### Visibility | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Dashboards and Visualizations** | Not enough data | 9.3 (5 reviews) | 8.3 (63 reviews) | | **Alerts and Notifications** | Not enough data | 9.0 (5 reviews) | 8.2 (62 reviews) | | **Reporting** | Not enough data | Not enough data | 8.3 (61 reviews) | #### Monitoring and Management | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Automation** | Not enough data | Not enough data | 7.4 (60 reviews) | | **Performance Baseline** | Not enough data | Not enough data | 7.7 (59 reviews) | | **Real-Time Monitoring** | Not enough data | Not enough data | 8.3 (62 reviews) | #### Agentic AI - Log Monitoring | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 5.7 (7 reviews) | | **Multi-step Planning** | Not enough data | Not enough data | 6.1 (6 reviews) | | **Cross-system Integration** | Not enough data | Feature Not Available | 6.7 (7 reviews) | | **Adaptive Learning** | Not enough data | Feature Not Available | 6.3 (5 reviews) | | **Natural Language Interaction** | Not enough data | Not enough data | 5.3 (5 reviews) | | **Proactive Assistance** | Not enough data | Feature Not Available | 6.7 (6 reviews) | | **Decision Making** | Not enough data | Not enough data | 7.1 (7 reviews) | ### Cloud Security Monitoring and Analytics | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | N/A | N/A | | **Sumo Logic** | 8.7/10 | 27 | #### Activity Monitoring | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Usage Monitoring** | Not enough data | Not enough data | 8.8 (23 reviews) | | **Database Monitoring** | Not enough data | Not enough data | 8.5 (19 reviews) | | **API Monitoring** | Not enough data | Not enough data | 9.0 (21 reviews) | | **Activity Monitoring** | Not enough data | Not enough data | 8.8 (19 reviews) | #### Security | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Compliance Monitoring** | Not enough data | Not enough data | 8.3 (20 reviews) | | **Risk Analysis** | Not enough data | Not enough data | 8.8 (20 reviews) | | **Reporting** | Not enough data | Not enough data | 8.3 (20 reviews) | #### Administration | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Security Automation** | Not enough data | Not enough data | 8.8 (18 reviews) | | **Security Integration** | Not enough data | Not enough data | 8.6 (19 reviews) | | **Multicloud Visibility** | Not enough data | Not enough data | 8.8 (16 reviews) | #### Agentic AI - Cloud Security Monitoring and Analytics | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **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 | ### Log Analysis | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | 8.9/10 | 15 | | **Sumo Logic** | 7.3/10 | 63 | #### Data Preparation | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Data Sources** | Not enough data | 8.5 (12 reviews) ✓ Verified | 8.2 (56 reviews) ✓ Verified | | **Indexing** | Not enough data | 9.3 (9 reviews) ✓ Verified | 8.0 (49 reviews) ✓ Verified | | **Automated Tagging** | Not enough data | 9.0 (8 reviews) ✓ Verified | 7.6 (50 reviews) ✓ Verified | | **Data Blending** | Not enough data | 8.8 (8 reviews) ✓ Verified | 7.9 (47 reviews) ✓ Verified | #### Analysis | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Track Trends** | Not enough data | 9.0 (8 reviews) ✓ Verified | 8.1 (49 reviews) ✓ Verified | | **Detect Anomalies** | Not enough data | 9.0 (8 reviews) ✓ Verified | 7.7 (51 reviews) ✓ Verified | | **Metric and Event Data** | Not enough data | 9.0 (8 reviews) ✓ Verified | 8.3 (50 reviews) ✓ Verified | | **Search** | Not enough data | 8.7 (13 reviews) ✓ Verified | 8.5 (55 reviews) ✓ Verified | | **Alerts** | Not enough data | 8.6 (13 reviews) ✓ Verified | 8.1 (55 reviews) ✓ Verified | | **Live Tail** | Not enough data | 8.8 (10 reviews) ✓ Verified | 8.1 (49 reviews) ✓ Verified | #### Visualization | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Dashboards** | Not enough data | 9.3 (9 reviews) ✓ Verified | 8.1 (53 reviews) ✓ Verified | | **Data Discovery** | Not enough data | 9.3 (9 reviews) ✓ Verified | 8.1 (53 reviews) ✓ Verified | #### Agentic AI - Log Analysis | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 6.0 (8 reviews) | | **Multi-step Planning** | Not enough data | Not enough data | 6.4 (7 reviews) | | **Cross-system Integration** | Not enough data | Feature Not Available | 6.7 (8 reviews) | | **Adaptive Learning** | Not enough data | Feature Not Available | 6.5 (8 reviews) | | **Natural Language Interaction** | Not enough data | Not enough data | 5.7 (9 reviews) | | **Proactive Assistance** | Not enough data | Feature Not Available | 5.2 (7 reviews) | | **Decision Making** | Not enough data | Not enough data | 5.0 (7 reviews) | ### AI Agents For Business Operations | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | N/A | N/A | | **Sumo Logic** | N/A | N/A | #### Responses | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Personalization** | Not enough data | Not enough data | Not enough data | | **Route To Human** | Not enough data | Not enough data | Not enough data | | **Natural Language Understanding (NLU)** | Not enough data | Not enough data | Not enough data | #### Automation - AI Agents | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Sales Follow-Up** | Not enough data | Not enough data | Not enough data | | **Customer Interaction Automation** | Not enough data | Not enough data | Not enough data | | **Lead Generation** | Not enough data | Not enough data | Not enough data | | **Document Processing** | Not enough data | Not enough data | Not enough data | | **Feedback Collection** | Not enough data | Not enough data | Not enough data | #### Platform | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Conversation Editor** | Not enough data | Not enough data | Not enough data | | **Integration** | Not enough data | Not enough data | Not enough data | | **Human-In-The-Loop** | Not enough data | Not enough data | Not enough data | #### Autonomy - AI Agents | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Independent Decision Making** | Not enough data | Not enough data | Not enough data | | **Adaptive Responses** | Not enough data | Not enough data | Not enough data | | **Task Execution** | Not enough data | Not enough data | Not enough data | | **Problem Solving** | Not enough data | Not enough data | Not enough data | #### Generative AI | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | ### Application Performance Monitoring (APM) | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | N/A | N/A | | **Sumo Logic** | 8.1/10 | 51 | #### Monitoring | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Performance Baselines** | Not enough data | Not enough data | 8.1 (36 reviews) | | **Performance Analysis** | Not enough data | Not enough data | 8.4 (37 reviews) | | **Performance Monitoring** | Not enough data | Not enough data | 8.4 (38 reviews) | | **AI/ML Assistance** | Not enough data | Not enough data | 7.6 (35 reviews) | | **Multi-System Monitoring** | Not enough data | Not enough data | 8.2 (35 reviews) | #### Response | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Dashboards and Visualization** | Not enough data | Not enough data | 8.3 (37 reviews) | | **Incident Alerting** | Not enough data | Not enough data | 8.7 (39 reviews) | | **Root Cause Analysis (RCA)** | Not enough data | Not enough data | 8.3 (38 reviews) | #### Agentic AI - Application Performance Monitoring (APM) | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 7.2 (12 reviews) | | **Cross-system Integration** | Not enough data | Not enough data | 7.8 (12 reviews) | | **Adaptive Learning** | Not enough data | Not enough data | 6.7 (9 reviews) | | **Proactive Assistance** | Not enough data | Not enough data | 7.6 (14 reviews) | | **Decision Making** | Not enough data | Not enough data | 7.2 (12 reviews) | #### Performance | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Real User Monitoring (RUM)** | Not enough data | Not enough data | 8.3 (41 reviews) | | **Second by Second Metrics** | Not enough data | Not enough data | 8.4 (38 reviews) | #### Functionality | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Synthetic Monitoring** | Not enough data | Not enough data | 7.9 (36 reviews) | | **Dynamic Transaction Mapping** | Not enough data | Not enough data | 7.9 (36 reviews) | | **Load Balancing** | Not enough data | Not enough data | 8.1 (36 reviews) | | **Cloud Observability** | Not enough data | Not enough data | 8.5 (36 reviews) | ### Container Monitoring | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | N/A | N/A | | **Sumo Logic** | 7.2/10 | 15 | #### Alerts management | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Multi-mode alerts** | Not enough data | Not enough data | 7.0 (11 reviews) | | **Opimization alerts** | Not enough data | Not enough data | 7.5 (12 reviews) | | **Incident alerts** | Not enough data | Not enough data | 7.1 (13 reviews) | #### Monitoring | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Resource utilization** | Not enough data | Not enough data | 7.0 (11 reviews) | | **Real-time monitoring** | Not enough data | Not enough data | 7.3 (10 reviews) | | **Performance baseline** | Not enough data | Not enough data | 7.7 (11 reviews) | | **API monitoring** | Not enough data | Not enough data | 8.2 (12 reviews) | #### Automation | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Resolution automation** | Not enough data | Not enough data | 7.3 (10 reviews) | | **Automation** | Not enough data | Not enough data | 7.4 (12 reviews) | #### Analysis | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Search** | Not enough data | Not enough data | 7.9 (14 reviews) | | **Reporting** | Not enough data | Not enough data | 6.5 (11 reviews) | | **Visualization** | Not enough data | Not enough data | 7.1 (12 reviews) | | **Track trends** | Not enough data | Not enough data | 7.1 (12 reviews) | #### Issue Resolution | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Root cause identification** | Not enough data | Not enough data | 7.0 (11 reviews) | | **Resolution guidance** | Not enough data | Not enough data | 7.0 (11 reviews) | | **Proactive identification** | Not enough data | Not enough data | 6.8 (13 reviews) | ### Observability Software | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | N/A | N/A | | **Sumo Logic** | 8.3/10 | 9 | #### Telemetry Collection & Ingestion - Observability | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **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 | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **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 | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **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 | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Cross-Telemetry Correlation** | Not enough data | Not enough data | Not enough data | | **Root Cause Detection** | Not enough data | Not enough data | Not enough data | | **Intelligent Alerting** | Not enough data | Not enough data | Not enough data | #### Scalability & Ecosystem Integration - Observability | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Kubernetes Monitoring** | Not enough data | Not enough data | Not enough data | | **Hybrid/Multi-Cloud Support** | Not enough data | Not enough data | 8.3 (5 reviews) | #### AI Features - Observability | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **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 | ### Incident Response | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | N/A | N/A | | **Sumo Logic** | 7.9/10 | 99 | #### Response | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Resolution Automation** | Not enough data | Not enough data | 7.8 (72 reviews) | | **Resolution Guidance** | Not enough data | Not enough data | 8.2 (72 reviews) | | **System Isolation** | Not enough data | Not enough data | 7.4 (66 reviews) | | **Threat Intelligence** | Not enough data | Not enough data | 7.7 (66 reviews) | | **Incident Investigation** | Not enough data | Not enough data | Not enough data | #### Records | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Incident Logs** | Not enough data | Not enough data | 8.8 (90 reviews) | | **Incident Reports** | Not enough data | Not enough data | 8.3 (80 reviews) | #### Management | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Incident Alerts** | Not enough data | Not enough data | 8.6 (89 reviews) | | **Incident Case Management** | Not enough data | Not enough data | 8.0 (68 reviews) | | **Workflow Management** | Not enough data | Not enough data | 8.2 (73 reviews) | #### Generative AI | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 6.9 (13 reviews) | | **AI Text Summarization** | Not enough data | Not enough data | 7.4 (15 reviews) | ### Cloud Security | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | N/A | N/A | | **Sumo Logic** | N/A | N/A | #### Cloud Visibility | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Data Discovery** | Not enough data | Not enough data | Not enough data | | **Cloud Registry** | Not enough data | Not enough data | Not enough data | | **Cloud Gap Analytics** | Not enough data | Not enough data | Not enough data | #### Security | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Data Security** | Not enough data | Not enough data | Not enough data | | **Data loss Prevention** | Not enough data | Not enough data | Not enough data | | **Security Auditing** | Not enough data | Not enough data | Not enough data | #### Identity | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **SSO** | Not enough data | Not enough data | Not enough data | | **Governance** | Not enough data | Not enough data | Not enough data | | **User Analytics** | Not enough data | Not enough data | Not enough data | ### Security Information and Event Management (SIEM) | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | 8.2/10 | 71 | | **Sumo Logic** | 8.7/10 | 89 | #### Network Management | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Activity Monitoring** | Not enough data | 8.7 (49 reviews) ✓ Verified | 9.1 (64 reviews) ✓ Verified | | **Asset Management** | Not enough data | 7.5 (41 reviews) | 8.0 (56 reviews) ✓ Verified | | **Log Management** | Not enough data | 9.2 (56 reviews) ✓ Verified | 9.4 (76 reviews) ✓ Verified | #### Incident Management | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Event Management** | Not enough data | 8.4 (50 reviews) | 8.9 (71 reviews) ✓ Verified | | **Automated Response** | Not enough data | 7.5 (41 reviews) | 8.3 (59 reviews) ✓ Verified | | **Incident Reporting** | Not enough data | 7.9 (46 reviews) ✓ Verified | 8.6 (55 reviews) ✓ Verified | #### Security Intelligence | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Threat Intelligence** | Not enough data | 7.6 (47 reviews) | 8.4 (52 reviews) ✓ Verified | | **Vulnerability Assessment** | Not enough data | 7.6 (41 reviews) ✓ Verified | 8.1 (50 reviews) ✓ Verified | | **Advanced Analytics** | Not enough data | 7.7 (46 reviews) ✓ Verified | 8.9 (63 reviews) ✓ Verified | | **Data Examination** | Not enough data | 8.3 (49 reviews) ✓ Verified | 9.0 (68 reviews) ✓ Verified | #### Agentic AI - Security Information and Event Management (SIEM) | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **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 | Feature Not Available | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | ### Security Orchestration, Automation, and Response (SOAR) | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | N/A | N/A | | **Sumo Logic** | 8.5/10 | 15 | #### Automation | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Workflow Mapping** | Not enough data | Not enough data | 8.6 (13 reviews) | | **Workflow Automation** | Not enough data | Not enough data | 8.3 (13 reviews) | | **Automated Remediation** | Not enough data | Not enough data | 8.8 (12 reviews) | | **Log Monitoring** | Not enough data | Not enough data | 8.5 (13 reviews) | #### Orchestration | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Security Orchestration** | Not enough data | Not enough data | 8.2 (13 reviews) | | **Data Collection** | Not enough data | Not enough data | 8.8 (12 reviews) | | **Threat Intelligence** | Not enough data | Not enough data | 8.3 (12 reviews) | | **Data Visualization** | Not enough data | Not enough data | 8.5 (12 reviews) | #### Response | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Alerting** | Not enough data | Not enough data | 8.6 (11 reviews) | | **Performance Baselin** | Not enough data | Not enough data | 8.2 (12 reviews) | | **High Availability/Disaster Recovery** | Not enough data | Not enough data | 8.3 (13 reviews) | ### AI Agents | Product | Score | Reviews | |---|---|---| | **DataSet (by SentinelOne)** | N/A | N/A | | **Graylog** | N/A | N/A | | **Sumo Logic** | N/A | N/A | #### Agentic AI - AI Agents | Feature | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **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 | --- ## Categories **Shared Categories (2):** [Log Analysis Software](https://www.g2.com/categories/log-analysis), [Log Monitoring Software](https://www.g2.com/categories/log-monitoring) **Unique to Graylog (1):** [Security Information and Event Management (SIEM) Software](https://www.g2.com/categories/security-information-and-event-management-siem) **Unique to Sumo Logic (9):** [Observability Software](https://www.g2.com/categories/observability-software), [AI Agents For Business Operations](https://www.g2.com/categories/ai-agents-for-business-operations), [Cloud Security Monitoring and Analytics Software](https://www.g2.com/categories/cloud-security-monitoring-and-analytics), [Security Orchestration, Automation, and Response (SOAR) Software](https://www.g2.com/categories/security-orchestration-automation-and-response-soar), [Cloud Infrastructure Monitoring Software](https://www.g2.com/categories/cloud-infrastructure-monitoring), [Container Monitoring Tools](https://www.g2.com/categories/container-monitoring-tools), [Incident Response Software](https://www.g2.com/categories/incident-response), [Security Information and Event Management (SIEM) Software](https://www.g2.com/categories/security-information-and-event-management-siem), [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm) --- ## Reviewer Demographics ### By Company Size | Segment | DataSet (by SentinelOne) | Graylog | Sumo Logic | |---|---|---|---| | **Small-Business** | 35.9% | 24.8% | 15.7% | | **Mid-Market** | 38.5% | 48.6% | 47.8% | | **Enterprise** | 25.6% | 26.7% | 36.6% | ### By Industry #### DataSet (by SentinelOne) - **Computer Software:** 33.3% - **Information Technology and Services:** 15.4% - **Media Production:** 10.3% - **Retail:** 5.1% - **Internet:** 5.1% - **Consumer Goods:** 5.1% - **Restaurants:** 2.6% - **Real Estate:** 2.6% - **Oil & Energy:** 2.6% - **Information Services:** 2.6% - **Other:** 15.4% #### Graylog - **Information Technology and Services:** 18.1% - **Computer Software:** 9.5% - **Hospital & Health Care:** 5.7% - **Computer & Network Security:** 5.7% - **Telecommunications:** 4.8% - **Financial Services:** 3.8% - **Electrical/Electronic Manufacturing:** 3.8% - **Building Materials:** 2.9% - **Marketing and Advertising:** 2.9% - **Insurance:** 1.9% - **Other:** 41.0% #### Sumo Logic - **Information Technology and Services:** 21.8% - **Computer Software:** 17.3% - **Financial Services:** 6.8% - **Retail:** 4.2% - **Computer & Network Security:** 2.6% - **Accounting:** 2.6% - **Internet:** 2.4% - **Health, Wellness and Fitness:** 2.1% - **Hospital & Health Care:** 2.1% - **Utilities:** 1.8% - **Other:** 36.2% --- ## Alternatives ### Alternatives to DataSet (by SentinelOne) - [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews) - [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (707 reviews) - [Logz.io](https://www.g2.com/products/logz-io/reviews) — 4.5/5 stars (171 reviews) - [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews) - [Mezmo](https://www.g2.com/products/mezmo/reviews) — 4.6/5 stars (224 reviews) - [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (579 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) - [SolarWinds Observability](https://www.g2.com/products/solarwinds-worldwide-llc-solarwinds-observability/reviews) — 4.3/5 stars (836 reviews) - [IBM Instana](https://www.g2.com/products/ibm-instana/reviews) — 4.4/5 stars (478 reviews) ### Alternatives to Graylog - [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (707 reviews) - [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews) - [Logz.io](https://www.g2.com/products/logz-io/reviews) — 4.5/5 stars (171 reviews) - [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews) - [Checkmk](https://www.g2.com/products/checkmk/reviews) — 4.7/5 stars (293 reviews) - [Microsoft Sentinel](https://www.g2.com/products/microsoft-sentinel/reviews) — 4.4/5 stars (295 reviews) - [IBM QRadar SIEM](https://www.g2.com/products/ibm-ibm-qradar-siem/reviews) — 4.4/5 stars (335 reviews) - [Mezmo](https://www.g2.com/products/mezmo/reviews) — 4.6/5 stars (224 reviews) - [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (636 reviews) - [Splunk Enterprise Security](https://www.g2.com/products/splunk-enterprise-security/reviews) — 4.3/5 stars (246 reviews) ### Alternatives to Sumo Logic - [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (707 reviews) - [Coralogix](https://www.g2.com/products/coralogix/reviews) — 4.6/5 stars (343 reviews) - [Dynatrace](https://www.g2.com/products/dynatrace/reviews) — 4.5/5 stars (1363 reviews) - [LogicMonitor](https://www.g2.com/products/logicmonitor/reviews) — 4.5/5 stars (636 reviews) - [Logz.io](https://www.g2.com/products/logz-io/reviews) — 4.5/5 stars (171 reviews) - [Splunk AppDynamics](https://www.g2.com/products/splunk-appdynamics/reviews) — 4.3/5 stars (375 reviews) - [New Relic](https://www.g2.com/products/new-relic/reviews) — 4.4/5 stars (579 reviews) - [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews) - [IBM QRadar SIEM](https://www.g2.com/products/ibm-ibm-qradar-siem/reviews) — 4.4/5 stars (335 reviews) - [Microsoft Sentinel](https://www.g2.com/products/microsoft-sentinel/reviews) — 4.4/5 stars (295 reviews) --- ## Top Discussions ### DataSet (by SentinelOne) No discussions available for this product. ### Graylog - Title: [What is your experience with Graylog in managing log data, and what features do you find most useful?](https://www.g2.com/discussions/what-is-your-experience-with-graylog-in-managing-log-data-and-what-features-do-you-find-most-useful) — 1 comment > **Top comment:** "We use Graylog as our SEIM and log retention management. One of Graylog's best features is the multitude of different ways it can ingest data, and through..." - Title: [Can we integrated with service now for event management.](https://www.g2.com/discussions/can-we-integrated-with-service-now-for-event-management) — 1 comment, 1 upvote > **Top comment:** "Yes" ### Sumo Logic - Title: [What is Cloud SOAR used for?](https://www.g2.com/discussions/what-is-cloud-soar-used-for) — 1 comment, 1 upvote > **Top comment:** "Cloud SOAR (Security Orchestration, Automation, and Response) is primarily used to streamline and automate security operations workflows. It helps security..." - Title: [Who are Sumo Logic competitors?](https://www.g2.com/discussions/who-are-sumo-logic-competitors) — 1 comment > **Top comment:** "Splunk, Arcsight, QRadar, Datadog" --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/dataset-by-sentinelone-vs-graylog-vs-sumo-logic)