Software Alternatives, Accelerators & Startups

Lumigo VS SigNoz

Compare Lumigo VS SigNoz and see what are their differences

Lumigo logo Lumigo

With one-click distributed tracing, Lumigo lets developers effortlessly find and fix issues in serverless and microservices environments.

SigNoz logo SigNoz

Open source alternative to Datadog
  • Lumigo Landing page
    Landing page //
    2023-06-10

Lumigo is a monitoring and troubleshooting platform for serverless and distributed environments.

Monitoring - Get a comprehensive overview of the health of your entire system. See transactions, functions and managed services in a single view, making it easy to ensure your application is performing optimally or to identify necessary configuration or performance optimizations.

Troubleshooting and Debugging - Understand the story of every transaction from beginning to end. Get alerted as soon as an issue occurs and instantly drill down to see the issue in the context of an end-to-end transaction. No more wading through endless log streams. Quickly deduce business impact and find the root cause.

Alerts - With preconfigured smart alerting that works straight out of the box, you can remove that task from your dev backlog items, confident that you'll always be the first to know about critical issues in your application.

Live architecture map - With an auto-generated, always up to date system map, based on real-time execution, team managers and architects get a powerful visual tool for monitoring system architecture, driving architectural discussions and aiding new employee onboarding.

Cost analysis - Take full advantage of the cost-effectiveness of serverless computing with a granular cost breakdown of every component of your application. Quickly identify areas of inefficiency and optimize system resources.

  • 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

Lumigo videos

AWS SERVERLESS HERO ON LUMIGO//DEMO

More videos:

  • Review - Lumigon T3 hands on - John McAfee's "most secure phone"

SigNoz videos

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

+ Add video

Category Popularity

0-100% (relative to Lumigo and SigNoz)
Monitoring Tools
42 42%
58% 58
Application Performance Monitoring
Open Source
0 0%
100% 100
AWS Lambda
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 Lumigo and SigNoz

Lumigo Reviews

  1. Just works out of the box.

    Before using Lumigo I worked with clients on all sorts of hacks to debug Serverless Apps. This involved cluttering the code base with logs and deciphering the output on CloudWatch. A fellow consultant told us about his success with Lumigo. We decided to give it a go. Within minutes, our customers started to enjoy meaningful, actionable insights. All our clients now probably enjoy a reduction of about 60 percent in our time-to-response has been cut by about 60 percent.

    🏁 Competitors: AWS X-Ray, Epsagon
  2. Reduces the clutter when debugging Serverless applications

    I've been using Lumigo in the past year. It's been helping me find underline issues that are much harder to find compared to cloudwatch, it puts everything in a unified view and reduces the need to move between a list of logs in CloudWatch. I like the alerts that come out of the box and especially the integration with external tools, noo need for me to write any Lambda to interact with my Slack channel.

    🏁 Competitors: NewRelic, AWS X-Ray, Amazon CloudWatch
    👍 Pros:    Instant alerts|Easy to use|Easy log correlation
    👎 Cons:    Missing cli
  3. APM + dist-tracing for serverless

    Best onboarding of an APM I've seen. No code changes and literally 5 clicks. Really helps the team spot production glitches and understand root cause immediately.

    I love the idea of presenting distributed system flow via visual maps !

    👍 Pros:    Seamless onboarding|Pre-configured serverless alerts|100% automated distributed tracing
    👎 Cons:    Does not support on premise servers

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, SigNoz should be more popular than Lumigo. It has been mentiond 87 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.

Lumigo mentions (14)

  • Tracing On Kubernetes
    You can do so at this link: https://lumigo.io/. - Source: dev.to / 6 months ago
  • The biggest problem with EventBridge Scheduler and how to fix it
    Luckily, we just need to make sure the target Lambda function (for the schedule) receives the name of the schedule as part of its invocation event. Because the onSuccess function would receive this as requestPayload when it’s invoked by the Lambda service, as you can see from the trace collected in Lumigo:. - Source: dev.to / over 1 year ago
  • The Risks of Moving Too Quickly with Serverless Development
    No Indicators of Success - As much as we'd all like it, observability tools don't automatically track your business metrics. You can add APM vendors like BaseLime, Lumigo, and DataDog to your account, but unless you intentionally add meaningful metrics to track your KPIs, you're left in the dark. Metrics tend to fall by the wayside in many scenarios where speed is the primary objective. No business metrics mean... - Source: dev.to / over 1 year ago
  • Serverless takeaways
    Lumigo: Lumigo is similar to Datadog, but the main different is that lumigo focuses on traceability. The more incredible feature it is the graphs and the following to the transaction to the time of live. - Source: dev.to / over 1 year ago
  • How to see the event that triggered a lambda?
    We’re using https://lumigo.io/ to trace our lambda functions and it’s a great deal in terms of what you’re paying and what you’re getting. Source: over 1 year 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 / 2 months 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 / 5 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 / 6 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 / 6 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 / 7 months ago
View more

What are some alternatives?

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

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.

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

Dashbird - End-to-end observability & debugging platform for serverless applications.

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.

AWS X-Ray - AWS X-Ray helps developers analyze and debug production and distributed applications.

Prometheus - An open-source systems monitoring and alerting toolkit.