When comparing Logstash vs Cloudlytics, the Slant community recommends Logstash for most people. In the question“What are the best log management, aggregation & monitoring tools?” Logstash is ranked 1st while Cloudlytics is ranked 16th. The most important reason people chose Logstash is:
There is an [official Docker image for Logstash](https://hub.docker.com/_/logstash/) which means it'll likely be well supported and maintained for a while.
Specs
Ranked in these QuestionsQuestion Ranking
Pros
Pro Has an official Docker image
There is an official Docker image for Logstash which means it'll likely be well supported and maintained for a while.
Pro Free and open source
Logstash is licensed under Apache 2.0.
Pro Extended functionality via plugins
There is a rich repository of plugins available categorized as inputs, codecs, filters and outputs.
Pro Easy installation
No dependencies, it's a single .jar file. It's written in JRuby and only requires Java to be installed.
Pro Great integration with other Elastic products
Logstash is commonly used as part of ELK stack, that also includes ElasticSearch (a clustered search and storage system) and Kibana (a web frontend for ElasticSearch).
Pro Emphasizes flexibility and interoperability
Logstash is built to fit in your stack.
Pro Filters are code
Filters, also known as "groks", are used to query a log stream. They are provided in a configuration file, that also configures source stream and output streams. Since they are stored in a file, they can be under version control and changes can be reviewed (for example, as part of a Git pull request).
Pro Managed cloud version avaible
There is a cloud based managed version if you are prepared to pay a few bucks.
Pro Good performance
You can run on mediocre system without problems
Pro Traffic analysis is provided using CloudFront logs
CloudFront analytics allows tracking what content is accessed and organize requests based on origin, amount, data transfered, OS/device/browser used, time, etc.
Pro Allows analyzing CloudTrail's API calls
Cloudlytics can be used to analyze CloutTrail's API calls to understand the geographical origin of requests and identifying unauthorized access attempts.
Pro Helps manage expenditure
Provides tools for analyzing bills.
Can schedule turning EC2 instances on and off to optimize resource cost.
Allows setting expenditure threshold values that will trigger an alert if a bill of a service has consumed 80%, 100% or more of set threshold.
Pro Provides AWS ELB insights
Cloudlytics provides insight into requests made to load balancer, including average response time, request path, server responses and client IP addresses.
Pro Allows scheduling when certain EC2 instances should be turned on or off
Usage of development and test environments can be optimized via scheduler. EC2 instances can be turned off when not needed.
Pro A free trial is available
The free trial lasts a month and allows uploading 200 MB of logs.
Pro Comprehensive log analytics solution for AWS Cloud
Cloudlytics can gather logs from Amazon's S3, CloudFront, CloudTrail and ELB services and provide insight into access patterns, API calls, requests made to load balancer as well as identify unauthorized access attempts, spam attacks, and help manage expenditure.
Pro AWS cloud audit allows identifying unauthorized access attempts
Cloud audit can be turned on via CloudTrail. It allows identifying unauthorized access attempts, IP addresses and request statuses.
Pro Allows identifying spam requests
Spam Reports can be used to identify possible spam requests and the IP address making them.
Pro Custom reports
Custom reports can be used to get insights for specific needs. For example, it's possible to add filters for parameters like edge locations, status, URL query etc. on various available fields like total requests, edge result type.
Cons
Con Does not come bundled with a UI
Logstash does not come bundled with a UI, to visualize data you need to use a tool like Kibana or grafana as the UI.
Con Difficult to maintain
You have to host and maintain it yourself. This can be a challenge as log volume increases.
Con Filters can be hard to write
Simple filters seem easy enough with a pattern like %{SYNTAX:SEMANTIC}
but often RegEx is required. RegEx is a powerful backdoor but it is also dense and hard to learn.
Con No native alerts
Logstash does not have any native alerting capabilities.
Con No Free Plan
Only 200 MBs are free for just the 1st month.
Con AWS services only
Highly focussed on AWS Cloud & if you are looking for analytics about your Cloud Infrastructure then this is your go to SaaS tool