17.4
Anomalib is a free, Apache-2.0-licensed deep learning library for developing, benchmarking, and deploying algorithms that detect or locate anomalies in images and videos.
Free planOpen sourceWebAPILinux
Alternatives to Soda
27.1
ManageEngine NetFlow Analyzer monitors network bandwidth and traffic, with visibility into applications and analysis of conversations between network endpoints.
Free planAndroidiOSWeb
36.7
OpenSearch is a community-driven, open-source suite for ingesting, searching, visualizing, and analyzing data.
Free planWebAPILinux
- 4
ObservabilityOS
ObservabilityOS collects structured logs, scrubs sensitive information, detects anomalies, and produces AI-assisted incident post-mortems.
Free planWebAPISelf-hosted6.5From $29 a month - 5
PyOD
PyOD is a free Python library for anomaly detection, with documented detectors for tabular, time-series, graph, text, image and audio data.
Free planAPILinuxmacOSSelf-hosted6.5Free plan - 6
Cisco Catalyst Center
Cisco Catalyst Center is a centralized controller and management dashboard for enterprise network operations.
WebAPILinuxmacOS6.2 - 7
Metaplane
Metaplane is a cloud data observability platform for monitoring data quality before issues affect business operations.
Free planWebAPI6.0Free plan - 8
Progress Flowmon
Progress Flowmon is a network and security monitoring platform that uses AI-based detection to identify threats and anomalies while providing network…
WebAPILinuxSelf-hosted6.0 - 9
PySAD
PySAD is a free, open-source Python framework for detecting anomalies in streaming data.
Free planLinuxmacOSWindows6.0Free plan - 10
Axomaly
Axomaly is a cloud service that learns patterns in SaaS product and business metrics and flags meaningful changes without relying on static thresholds.
Free planWebAPI5.9Free plan - 11
ExtraHop RevealX
ExtraHop RevealX combines network detection and response, network performance management, intrusion detection and packet forensics.
WebAPILinuxSelf-hosted5.9 - 12
Vectra AI Identity Threat Detection and Response
Vectra AI Identity Threat Detection and Response (ITDR) is designed to detect, investigate, and respond to identity threats across an organization.
WebAPI5.8 - 13
Securonix UEBA
Securonix UEBA is web-based security software for enterprise teams looking to detect and investigate insider and advanced cyber threats.
Web5.7 - 14
OpenUBA
OpenUBA is an open-source framework for security analytics focused on user and entity behavior.
WebAPISelf-hosted5.6 - 15
Corelight Open NDR
Corelight Open NDR converts network and cloud traffic into context-rich evidence for security operations.
WebAPILinuxSelf-hosted5.5 - 16
Darktrace / EMAIL
Darktrace / EMAIL uses behavioral AI to identify and stop email threats such as phishing, business email compromise, impersonation, and social engineering.
WebAPI5.5 - 175.0
- 18
Anodot
Web4.9 - 194.8
- 20
Anomalo
Web4.6 - 214.3