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About prometheus.io (Developer Tools)
This page provides details about prometheus.io (Developer Tools) which was ranked #9 out of 61 in the list of sources (2 citations (2.9% share)) in answers from AI models (Anthropic Claude Sonnet (latest),
OpenAI ChatGPT Latest) when they were asked the following 1 question: "Which tools provide real-time AI monitoring and alerts?" on Dec 24, 2025 by AI Chat Watch. This source is referenced for brands: Prometheus, Grafana.
Used by AI Models
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Pages from prometheus.io (2 links)
| URL Path | Citations | Position |
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| prometheus.io | 0 | N/A |
| /docs/alerting/latest/alertmanager | 2 | 4.3 |
Brands Referenced By This Website (2 brands)
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Citations from AI Responses
Anthropic Claude Sonnet (latest)
(1 citation)
Which tools provide real-time AI monitoring and alerts?
[...] form - Real-time incident detection - Automated root cause analysis ### 13. **Censius** [https://censius.ai](https://censius.ai) - AI observability platform - Real-time monitoring and alerts - Automated model health checks ## **Open Source Options** ### 14. **Prometheus + Grafana** - Prometheus: [https://prometheus.io](https://prometheus.io) - Grafana: [https://grafana.com](https://grafana.com) - Custom ML metrics monitoring - Flexible alerting rules - Popular for infrastructure and ML monitoring ### 15. **MLflow** [https://mlflow.org](https://mlflow.org) - Open-source ML platform - Model tracking and monitoring - Can be extended wit [...]
OpenAI ChatGPT Latest
(1 citation)
Which tools provide real-time AI monitoring and alerts?
[...] n AI app latency, errors, and custom KPIs. https://newrelic.com/ - Grafana + Prometheus Alertmanager — Open-source stack for metrics, dashboards, and alerting; commonly used to monitor AI service latencies, token counts, costs, and error rates. Grafana: https://grafana.com/ Prometheus Alertmanager: https://prometheus.io/docs/alerting/latest/alertmanager/ - Honeycomb — High-cardinality observability for debugging complex AI pipelines, with triggers/alerts. https://www.honeycomb.io/ Cloud-native monitoring for AI services - AWS CloudWatch — Real-time metrics/logs/alarms; integrate with AI services for alerts. https://aws.amazon.com/cloudwatch/ - A [...]