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Papertrail vs Sentry: What are the differences?
Introduction
In this Markdown code, we will outline the key differences between Papertrail and Sentry, two popular logging and error tracking platforms.
Scalability: Papertrail is a cloud-based log management solution that offers automatic log aggregation and scalability. It can handle large volumes of logs and scales well with the growth of an application. On the other hand, Sentry is primarily an error tracking platform that focuses on capturing and triaging errors. While it provides real-time error tracking, it may not offer the same scalability as Papertrail for managing logs at a large scale.
Search and Filtering Capabilities: Papertrail provides powerful search and filtering capabilities for logs. It allows users to search and filter logs based on timestamp, source, program, host, or custom attributes. Additionally, it supports regular expression searches for advanced log filtering. Whereas Sentry, being an error tracking platform, focuses more on error aggregation and analysis rather than extensive log search and filtering capabilities.
Real-time Log Streaming: Papertrail offers real-time log streaming, allowing users to see logs as they are generated. This feature is particularly useful for monitoring live applications and troubleshooting issues in real-time. On the other hand, Sentry provides real-time error tracking and notifications but may not offer real-time log streaming as extensively as Papertrail.
Integration Possibilities: Papertrail provides integration options with a variety of systems and platforms, including popular cloud platforms like AWS, Heroku, and Google Cloud. It also supports integrations with popular logging libraries and frameworks. In comparison, Sentry offers extensive integration possibilities with various programming languages, frameworks, and platforms, making it a versatile choice for capturing and tracking errors across different applications.
Alerting and Notifications: Both Papertrail and Sentry offer alerting and notification features. However, Papertrail provides more flexibility in setting up custom alerts based on specific log events and patterns. Users can configure notifications via email, chat services, or webhooks. Sentry also provides alerting and notification capabilities but may not offer the same level of customization as Papertrail.
Anomaly Detection and Performance Monitoring: While Sentry primarily focuses on capturing and tracking errors, Papertrail provides features for anomaly detection and performance monitoring. Papertrail's log analysis tools can help identify abnormal patterns or anomalies in logs, facilitating proactive troubleshooting and performance optimization.
In summary, Papertrail offers scalability, powerful log search capabilities, real-time log streaming, a wide range of integrations, flexible alerting/notification options, and anomaly detection/performance monitoring features. Sentry, on the other hand, focuses on error tracking, providing real-time error notifications, extensive integrations, and prioritization of error resolution.
I essentially inherited a Shopify theme that was originally created by an agency. After discovering a number of errors being thrown in the Dev Console just by scrolling through the website, I needed more visibility over any errors happening in the field. Having used both Sentry and TrackJS, I always got lost in the TrackJS interface, so I felt more comfortable introducing Sentry. The Sentry free tier is also very generous, although it turns out the theme threw over 15k errors in less than a week.
I highly recommend setting up error tracking from day one. Theoretically, you should never need to upgrade from the free tier if you're keeping on top of the errors...
Pros of Papertrail
- Log search85
- Easy log aggregation across multiple machines43
- Integrates with Heroku43
- Simple interface37
- Backup to S326
- Easy setup, independent of existing logging setup19
- Heroku add-on15
- Command line interface3
- Alerting1
- Good for Startups1
Pros of Sentry
- Consolidates similar errors and makes resolution easy238
- Email Notifications121
- Open source108
- Slack integration84
- Github integration71
- Easy49
- User-friendly interface44
- The most important tool we use in production28
- Hipchat integration18
- Heroku Integration17
- Good documentation15
- Free tier14
- Self-hosted11
- Easy setup9
- Realiable7
- Provides context, and great stack trace6
- Feedback form on error pages4
- Love it baby4
- Gitlab integration3
- Filter by custom tags3
- Super user friendly3
- Captures local variables at each frame in backtraces3
- Easy Integration3
- Performance measurements1
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Cons of Papertrail
- Expensive2
- External Network Goes Down You Wont Be Logging1
Cons of Sentry
- Confusing UI12
- Bundle size4