Axomaly review
A free cloud service for metric anomalies, with baselines, explanations, and a REST API.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Axomaly is a cloud-based anomaly detection service for SaaS business, operational, and application metrics. It accepts timestamped values and optional metadata through a REST API, learns normal metric behaviour, and returns anomaly decisions with confidence, expected ranges, direction of change, and detector evidence. It is intended for teams monitoring measures such as payment success, conversion, retention, queue depth, webhook delivery, latency, errors, and throughput.
Axomaly is currently offered as a free alpha, with guided onboarding and support for starting with one metric. Its statistical detection approach focuses on learning behavioural baselines rather than requiring a manually defined normal range. Smart metric configuration recommendations are included, while anomaly results add direction-of-change detection and explanations. Organisation-level customer data isolation is also part of the product’s stated feature set. Teams choosing Axomaly should expect a focused starting point for metric monitoring rather than a broad monitoring suite.
The product fits teams that can send timestamped time-series values through an API and want interpretable anomaly decisions across business and technical metrics. Its web and API platforms support cloud deployment, with the REST API serving as the main connection path for application data. Axomaly is a strong match for a free, explanation-focused metric detector, especially when one metric is an appropriate starting scope. Teams needing multiple starting metrics, broader ecosystem coverage, or capabilities beyond the published detection and explanation workflow should consider a more expansive alternative.
Axomaly pros and cons
- Where it wins
- Learned baselines include confidence and expected ranges
- Detector evidence and explanations clarify anomaly decisions
- REST API accepts timestamped business and technical metrics
- Where it doesn't
- The product is currently offered as an alpha
- Guided onboarding starts with one metric
- Cloud access is provided through web and API platforms
Axomaly fact sheet, pricing and score →
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