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Observability Software with Anomaly Detection (2026) - Page 2

Last updated: April 2026

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35 software options

Masthead logo
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Data Platform Observability for Google Cloud

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Masthead is a comprehensive solution designed to enhance data reliability, optimize cloud costs, and empower data teams on the google cloud platform (GCP). Masthead delivers a secure approach to data observability, pipeline monitoring, and cost management.

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PRYZM logo
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Cloud-based data reliability & observability platform

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PRYZM is a data reliability and observability platform that ensures precision and trust in every data point. It provides end-to-end data observability, empowering users to proactively detect data issues, swiftly analyze root causes, and ensure continuous data reliability. PRYZM's single-pane-of-glass observability solution helps businesses optimize operations, gain strategic insights, and enhance agility.

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ObserveNow logo
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Open source based observability stack featuring logs, traces

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Observe any stack at scale with open source based observability stack featuring logs, traces and metrics – all under one roof

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Botkube logo
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AI-based observability solution for Kubernetes.

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Botkube is an AI-based observability solution that allows users to manage Kubernetes clusters directly into chat platforms such as Slack, Teams, Discord, or Mattermost.

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Coroot logo
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Open source observability tool for Dev, Ses and OPs teams

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Coroot (open-source): Observability made simple. 80% faster root cause analysis, zero config needed

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VictoriaMetrics Anomaly Detection logo
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Cloud-based and AI-enabled observability solution

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VictoriaMetrics Anomaly Detection is a cloud-based and AI-enabled that helps businesses optimize their observability framework by identifying irregularities within metrics data. The platform handles seasonality, trends, and other metrics data, generating unified anomaly scores.

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minware logo
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Clarity in Code and Collaboration.

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Measure and mitigate high-impact issues that disrupt development work.

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Acceldata logo
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Data observability and agentic data management solution

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Acceldata ensures data systems remain healthy and reliable by monitoring pipelines and workloads in real time. It detects anomalies, prevents downtime, and builds trust in data, enabling accurate analytics and dependable AI outcomes.

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Apica logo
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Limitless Data, Control, and Insights

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Apica is an operational Data fabric that provides Limitless Data, Control & Insights.

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Ativa Suite logo
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Next-generation automated assurance for 360° visibility

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Ativa Suite is a comprehensive suite of cloud-native modules offered by Infovista for the automated assurance and operations of fixed, mobile, legacy, and advanced networks. It provides end-to-end visibility across digital experiences, apps/services, networks, and infrastructure.

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