Prodigy vs. Sumo Logic Comparison


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About Radically efficient machine teaching. An annotation tool powered by active learning. Prodigy is a scriptable annotation tool so efficient that data scientists can do the annotation themselves, enabling a new level of rapid iteration. Today’s transfer learning technologies mean you can train production-quality models with very few examples. With Prodigy you can take full advantage of modern machine learning by adopting a more agile approach to data collection. You'll move faster, be more independent and ship far more successful projects. Prodigy brings together state-of-the-art insights from machine learning and user experience. With its continuous active learning system, you're only asked to annotate examples the model does not already know the answer to. The web application is powerful, extensible and follows modern UX principles. The secret is very simple: it's designed to help you focus on one decision at a time and keep you clicking – like Tinder for data.	About Sumo Logic, Inc. helps make the digital world secure, fast, and reliable by unifying critical security and operational data through its Intelligent Operations Platform. Built to address the increasing complexity of modern cybersecurity and cloud operations challenges, we empower digital teams to move from reaction to readiness—combining agentic AI-powered SIEM and log analytics into a single platform to detect, investigate, and resolve modern challenges. Customers around the world rely on Sumo Logic for trusted insights to protect against security threats, ensure reliability, and gain powerful insights into their digital environments. Sumo Logic Cloud SIEM helps your team detect, investigate, and respond to threats with faster behavioral analytics and automation—powered by real-time data and logs-first intelligence. Sumo Logic UEBA baselines user and entity behavior in minutes—training models on historical data to reduce false positives and surface high-risk anomalies.
Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook	Platforms Supported Windows Mac Linux Cloud On-Premises iPhone iPad Android Chromebook
Audience Data scientists, AI developers, data labelers	Audience IT Security and Development departments looking for a solution for cloud log management and TDIR
Support Phone Support 24/7 Live Support Online	Support Phone Support 24/7 Live Support Online
API Offers API	API Offers API
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $490 one-time fee Free Version Free Trial	Pricing $270.00 per month Free Version Free Trial
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 4.5 / 5 design 5.0 / 5 support 4.5 / 5 Read all reviews
Training Documentation Webinars Live Online In Person	Training Documentation Webinars Live Online In Person
Company Information Explosion Founded: 2016 Germany prodi.gy/	Company Information Sumo Logic Founded: 2009 United States www.sumologic.com
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Categories Data Labeling Image Annotation Machine Learning Natural Language Processing Video Annotation	Categories Application Performance Monitoring (APM) Cloud Management Cloud Monitoring Cloud Security Container Monitoring DevOps Incident Response Log Analysis Log Management Log Monitoring Observability Security Analytics Security Orchestration, Automation and Response (SOAR) SIEM
Show More Features Data Labeling Features Human-in-the-loop Labeling Automation Labeling Quality Performance Tracking Polygon, Rectangle, Line, Point SDK Supports Audio Files Task Management Team Collaboration Training Data Management	Show More Features Application Performance Monitoring (APM) Features Baseline Manager Diagnostic Tools Full Transaction Diagnostics Performance Control Resource Management Root-Cause Diagnosis Server Performance Trace Individual Transactions Cloud Management Features Access Control Billing & Provisioning Capacity Analytics Cost Management Demand Monitoring Multi-Cloud Management Performance Analytics SLA Management Supply Monitoring Workflow Approval Cloud Security Features Antivirus Application Security Behavioral Analytics Encryption Endpoint Management Incident Management Intrusion Detection System Threat Intelligence Two-Factor Authentication Vulnerability Management DevOps Features Approval Workflow Dashboard KPIs Policy Management Portfolio Management Prioritization Release Management Timeline Management Troubleshooting Reports Incident Response Features Attack Behavior Analytics Automated Remediation Compliance Reporting Forensic Data Retention Incident Alerting Incident Database Incident Logs Incident Reporting Privacy Breach Reporting Security Orchestration SIEM Data Ingestion / Correlation SLA Tracking / Management Threat Intelligence Timeline Analysis Workflow Automation Workflow Management Log Management Features Archiving Audit Trails Compliance Reporting Consolidation Data Visualization Event Logs Network Logs Remediation Syslogs Thresholds Web Logs SIEM Features Application Security Behavioral Analytics Compliance Reporting Endpoint Management File Integrity Monitoring Forensic Analysis Log Management Network Monitoring Real Time Monitoring Threat Intelligence User Activity Monitoring
Integrations Blotout Box Shield Coalfire Corelight Criminal IP ASM Cron To Go Enso Fleet KaneAI Nightfall OpsLevel OverOps PagerDuty Polonious Reekoh Shift ThreatConnect Risk Quantifier (RQ) ZenML Zuplo appNovi Show More Integrations View All 1 Integration	Integrations Blotout Box Shield Coalfire Corelight Criminal IP ASM Cron To Go Enso Fleet KaneAI Nightfall OpsLevel OverOps PagerDuty Polonious Reekoh Shift ThreatConnect Risk Quantifier (RQ) ZenML Zuplo appNovi Show More Integrations View All 104 Integrations
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