Software Alternatives & Reviews

Prometheus VS SigNoz

Compare Prometheus VS SigNoz and see what are their differences

Prometheus logo Prometheus

An open-source systems monitoring and alerting toolkit.

SigNoz logo SigNoz

Open source alternative to Datadog
  • Prometheus Landing page
    Landing page //
    2021-10-13
  • SigNoz Landing page
    Landing page //
    2023-08-28

SigNoz is an open-source observability tool that helps you monitor your applications and troubleshoot problems. It provides traces, metrics, and logs under a single pane of glass.

With SigNoz, you can do the following:

  • Visualise Traces, Metrics, and Logs in a single pane of glass
  • Monitor application metrics like p99 latency, error rates for your services, external API calls, and individual endpoints.
  • Find the root cause of the problem by going to the exact traces which are causing the problem and see detailed flamegraphs of individual request traces.
  • Run aggregates on trace data to get business-relevant metrics
  • Filter and query logs, build dashboards and alerts based on attributes in logs
  • Monitor infrastructure metrics such as CPU utilization or memory usage
  • Record exceptions automatically in Python, Java, Ruby, and Javascript
  • Easy to set alerts with DIY query builder

Prometheus videos

How Prometheus Monitoring works | Prometheus Architecture explained

SigNoz videos

No SigNoz videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to Prometheus and SigNoz)
Monitoring Tools
84 84%
16% 16
Log Management
86 86%
14% 14
Open Source
0 0%
100% 100
Performance Monitoring
100 100%
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Prometheus and SigNoz

Prometheus Reviews

Top 11 Grafana Alternatives & Competitors [2024]
Under the hood, Grafana is powered by multiple tools like Loki, Tempo, Mimir & Prometheus. SigNoz is built as a single tool to serve logs, metrics, and traces in a single pane of glass. SigNoz uses a single datastore - ClickHouse to power its observability stack. This makes SigNoz much better in correlating signals and driving better insights.
Source: signoz.io
GCP Managed Service For Prometheus vs. Levitate | Last9
Levitate is up to 30X cost-efficient compared with Google Managed Prometheus. This is possible because of warehousing capabilities such as data tiering, streaming aggregations, and cardinality controls, making it a much superior choice to Google Managed Prometheus.
Source: last9.io
The Best Open Source Network Monitoring Tools in 2023
Description: Prometheus is an open source monitoring solution focused on data collection and analysis. It allows users to set up network monitoring capabilities using the native toolset. The tool is able to collect information on devices using SNMP pings and examine network bandwidth usage from the device perspective, among other functinos. The PromQL system analyzes data...
10 Best Linux Monitoring Tools and Software to Improve Server Performance [2022 Comparison]
Prometheus and Grafana are used together as an open-source monitoring and alerting solution with support for Linux servers. Prometheus mainly collects the Linux hardware and OS metrics exposed by *nix kernel and then stores as time-series data, using a pull model over HTTP. You can find metrics information in a multi-dimensional data model of the timestamped metrics (i.e.,...
Source: sematext.com
10 Best Open Source Monitoring Software for IT Infrastructure
This list won’t be complete without including two fantastic open-source solutions – Prometheus and Grafana. Its DIY solution where you use Prometheus to scrape the metrics from server, OS, applications and use Grafana to visualize them.
Source: geekflare.com

SigNoz Reviews

Top 11 Grafana Alternatives & Competitors [2024]
SigNoz can be a great Grafana alternative. SigNoz is also open-source, just like Grafana. So, if you want to self-host SigNoz, clone the GitHub repo to get started.
Source: signoz.io

Social recommendations and mentions

Based on our record, Prometheus should be more popular than SigNoz. It has been mentiond 224 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Prometheus mentions (224)

  • Tools for frontend monitoring with Prometheus
    Developers widely use Prometheus as a system for operational monitoring and alerting for their projects. Here is a list of tools for monitoring frontend services with Prometheus. - Source: dev.to / 23 days ago
  • On Implementation of Distributed Protocols
    Distributed system administrators need mechanisms and tools for monitoring individual nodes in order to analyze the system and promptly detect anomalies. Developers also need effective mechanisms for analyzing, diagnosing issues, and identifying bugs in protocol implementations. Logging, tracing, and collecting metrics are common observability techniques to allow monitoring and obtaining diagnostic information... - Source: dev.to / 27 days ago
  • Golang: out-of-box backpressure handling with gRPC, proven by a Grafana dashboard
    Setting up monitoring for a system, especially one involving GRPC communication, provides crucial visibility into its operations. In this guide, we walked through the steps to instrument both a GRPC server and client with Prometheus metrics, exposed those metrics via an HTTP endpoint, and visualized them using Grafana. The Docker-Compose setup simplified the deployment of both Prometheus and Grafana, ensuring a... - Source: dev.to / 29 days ago
  • Monitoring, Observability, and Telemetry Explained
    Alerting and Notification: Select a tool with flexible alerting mechanisms to proactively detect anomalies or deviations from defined thresholds. Consider asking questions like "Does this tool offer customizable alerting options and support notification channels that suit our team's communication preferences?" A tool like Prometheus provides robust alerting capabilities. - Source: dev.to / 30 days ago
  • Top 5 Docker Container Monitoring Tools in 2024
    Prometheus is an open-source monitoring and alerting toolkit. It is designed to monitor highly dynamic containerized systems, making it an excellent choice for monitoring Docker containers and Kubernetes clusters. - Source: dev.to / about 1 month ago
View more

SigNoz mentions (87)

  • Show HN: OneUptime – open-source Datadog Alternative
    You should also check out SigNoz [1], we are an open-core alternative to DataDog - based natively on OpenTelemetry. We also have a cloud product if you don't want to host yourself [1] https://signoz.io. - Source: Hacker News / about 1 month ago
  • Top 11 New Relic Alternatives & Competitors
    SigNoz is a great New Relic alternative that is open-source and provides three signals in a single pane of glass. You can monitor logs, metrics, and traces and correlate signals for better insights into application performance. - Source: dev.to / 4 months ago
  • Amazon EKS Monitoring with OpenTelemetry [Step By Step Guide]
    You need a backend to which you can send the collected data for monitoring and visualization. SigNoz is an OpenTelemetry-native APM that is well-suited for visualizing OpenTelemetry data. - Source: dev.to / 5 months ago
  • Spring Boot Monitoring with Open-Source Tools
    Once the data is collected, it needs to be sent to a backend. That’s where SigNoz comes into the picture. SigNoz is an open-source OpenTelemetry-native APM that provides logs, metrics and traces under a single pane of glass. - Source: dev.to / 5 months ago
  • RabbitMQ Monitoring | Key Metrics & In-Built RabbitMQ Monitoring Tools
    API furnishes connection information, covering aspects like state, heartbeat, publish rate, subscription rate, and whatnot. However, it's the user's responsibility to establish alerting mechanisms for tracking rising connection numbers and identifying connection failures. A centralized monitoring tool like SigNoz can help you set up alerts on critical RabbitMQ metrics. - Source: dev.to / 6 months ago
View more

What are some alternatives?

When comparing Prometheus and SigNoz, you can also consider the following products

Grafana - Data visualization & Monitoring with support for Graphite, InfluxDB, Prometheus, Elasticsearch and many more databases

Open Telemetry - An observability framework for cloud-native software.

Datadog - See metrics from all of your apps, tools & services in one place with Datadog's cloud monitoring as a service solution. Try it for free.

NewRelic - New Relic is a Software Analytics company that makes sense of billions of metrics across millions of apps. We help the people who build modern software understand the stories their data is trying to tell them.

Zabbix - Track, record, alert and visualize performance and availability of IT resources

Nagios - Complete monitoring and alerting for servers, switches, applications, and services