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Countly
All
4
Experiences
Pros
4
Top
Pro
All in one crash, analytics and push notifications
No need to use another SDK.
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Pro
Continually updating real time analytics
Countly pages are updated in real time without needing a page refresh.
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Pro
Try without signing up through open demo
You can try it out without signing up at all by playing around with their demo.
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Pro
Very fast interface
Transitions between pages on the Countly web interface is nearly instant.
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17
0
Amplitude
All
6
Experiences
Pros
5
Cons
1
Top
Pro
Get JSON data with export API
Any output data you can get in a dashboard, you can also get as JSON through their export API.
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Top
Con
No installation tracking out of the box
It's possible to enable installation tracking by using a third-party service like Adjust and routing their data to Amplitude.
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Top
Pro
Generous free plan
The free plan allows you to log 10 million events per month. There are also 2 paid plans - Business and Enterprise. Business costs $995 and allows for up to 100M events per month while Enterprise has the price is negotiated on a case by case basis and supports an unlimited number of events.
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Pro
Event Flows visualize popular user paths
Event Flows, an Enterprise level feature, shows a branching user-action path from or towards a certain page/action. For example, it could show most popular actions performed after landing on a product page or the most popular path towards clicking the buy button. Compared to funnels, that allow you to track if users follows a predetermined path and where they drop off, Event Flows show what users choose to do instead. And while it's possible to create a funnel for each branching path, that involves a lot of time and some guesswork which is not present in Event Flows. Additionally, it's possible to integrate Amplitude with Mode to create a User Paths report. It's similar to the Event Flow, but visualized differently.
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Pro
SDK is open source and transparent
For apps that need high security auditing, or just if you want to know what code you're including, the SDK is open source with code available on GitHub.
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Pro
Gives you raw SQL access to your data
Enterprise customers can get direct access to Amazon Redshift's PostgreSQL Database. This offers multiple benefits - it allows for queries that are not supported by the dashboard, gives portability and ownership and allows using that data to build realt-time services based on that data.
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11
0
devtodev
All
5
Experiences
Pros
4
Cons
1
Top
Pro
LTV forecast feature
It is possible to calculate LTV in one click and even calculate the forecasts based on stores benchmarks and devtodev data.
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Top
Con
No A/B tests
That would be great to create and analyze A/B tests on the same platform, but devtodev does not provide it.
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Top
Pro
Detailed Paying Users reports
devtodev offers the set of 10 reports including Daily Trends, Usage, Retention, Market Metrics, etc. And if the standard set is not enoug, you can create your own reports with up to 10 metrics for one report.
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Pro
Cool dashboards and teamwork features
Dashboards are great to quickly get an overview of your application on one screen. You can also segment dashboards by projects, reports, and metrics and share the segments with the team.
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Pro
Flexible price plans
The Lite plan contains basic metrics and functions like Key metrics, Reports, Dashboards and teamwork options, and it’s totally free. The Pro price plan includes advanced tools like Game analytics, Tutorial steps analytics, Push-notifications tool, Funnels and Custom events, User acquisition metrics. It is free for up to 10K MAU and costs 25$/mo per extra 10K MAU.
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5
0
Mixpanel
All
18
Experiences
Pros
11
Cons
7
Top
Pro
Updates in real time
On Mixpanel you can view live activity on the site from both streams of events or broken down into your actual users. This can be very practical for de-bugging and catching errors as they happen, especially for new, buggy products.
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Top
Con
Expensive
The smallest plan is $150 per month, and only gets you 500k events.
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Top
Pro
Behavioural messaging
Mixpanel allows you to send notifications based on users actions. For example, you can use it to improve customer retention by analyzing the conditions where your users decide to leave your product and then send targeted messages designed to bring them back. This is an amazingly powerful feature that really bridges the gap between analyzing the data and acting on it.
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Top
Con
Only allows one filter per funnel step
Each funnel step can only include one filter, so you could have "browser" and "city" but not both.
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Top
Pro
Easy to use web interface
Online interface makes it simple to view events, and aggregate data. Queries can be built by selecting actions and associated properties from a drop-down, and the corresponding data will be displayed. These queries can then be bookmarked for later use. A table view and CSV export option is also available. Multiple queries can be displayed together, making it easy to compare two sets of data, or to view the relationship between them. The interface also features a "Live View", allowing you to watch events as they are sent, which is useful for testing, and viewing realtime events.
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Top
Con
Charts are not very configurable
For instance the retention charts are pretty static. You can change dates but not a lot of definitions.
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Top
Pro
Contact users directly through the people page
Mixpanel allows you to directly contact users from the people dashboard via push notifications, sms, and email. After viewing the user history, or filtering on events and metrics, you can send an individual user, or a segment direct messages.
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Top
Con
Steep learning curve
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Top
Pro
Automatic iOS event integration
Mixpanel can integrate with iOS, exposing app screen, and allowing you to set events through an online visual interface.
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Top
Con
Revenue tracking metrics won't work for advertising businesses
Because the revenue tracking doesn't allow for fractions of dollars per visit (at least not as of 2014) any site that makes money based on advertising won't be able to leverage the revenue metric features.
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Top
Pro
Remote configuration of events on iOS
On iOS, you can change or add events reported through the web interface so you don't have to submit a new version of the app to alter events.
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Top
Con
Limited public visitor and authenticated user merging
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Top
Pro
Funnel analysis
Funnel analysis allows you to see how many people have performed certain sequence of actions. You can use this to understand what part of the sequence needs to be improved the most.
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Top
Con
No built-in solution for installation tracking
It's possible to enable installation tracking by using third-party services like Adjust or AppsFlyer and routing their data to Mixpanel.
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Top
Pro
People analysis
Events can be grouped on a per-user basis allowing you to view each user's event history. You can use that information to see how individual users use your product.
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Pro
Straightforward setup
It's very easy to set up.
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Pro
Cohort analysis
Cohort analysis allows you to compare things like user retention over time, what kind of progress has been made with that retention over time, how many people perform certain actions from a set starting point over time, etc.
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Pro
Successful companies use it
Khan Academy Hipmunk AirBnb TaskRabbit
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34
2
Google Universal Analytics
All
12
Experiences
Pros
7
Cons
5
Top
Pro
Free for most use cases
Google Analytics is free unless you need their premium service, which is $150,000 per year. However, it's only necessary for massively large enterprise size data sets.
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Top
Con
Steep learning curve
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Top
Pro
Provides free training
Google provides free services that train users in each aspect of Google Analytics, especially when used in conjunction with AdWords.
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Top
Con
User-based analytics is lacking
Google Analytics tracks visitor actions, their user action tracking is still very basic. It has started supporting user ID, but in a very basic way.
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Top
Pro
Integrate with adwords
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Top
Con
Data may only be downloaded in PDF form
If you want to download data in any other format, you're out of luck. Data can only be downloaded in PDF format.
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Top
Pro
Allows custom dashboards
Depending on the most important information to the user, the dashboard can be customized in order to put emphasis on certain metrics. This feature allows Google Analytics to satisfy users from a broad range of industries.
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Top
Con
Basic integration takes around 2 hours
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Pro
Google Play analytics
Because it's a Google product, Google Analytics can tell you how users discovered your app through Google Play.
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Top
Con
Can't handle authenticated users
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Top
Pro
Import data
Google Analytics allows users to update user information from other sources.
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Top
Pro
Integrates with AdMob
Since Google owns AdMob, they can provide deep integration, and allow you to respond to data with marketing campaigns.
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Experiences
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4
0
Localytics
All
6
Experiences
Pros
2
Cons
4
Top
Pro
Each funnel step can have several conditions applied to it
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Top
Con
Lacks an external API
No API for sending information from a mobile application / web backend to analytics.
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Top
Pro
Push notifications to segments and individual users
You can send one time or recurring push notifications using segmentation and demographic data for personalization.
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Top
Con
Built-in installation tracking is limited
Localytics can track installation from some ad networks, but requires a third-party service integration to track from other sources.
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Top
Con
No change graph for funnels
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Top
Con
Data is not provided in real time
Unlike many competing products, updating data for Localytics requires waiting multiple days.
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3
0
Raygun
All
6
Experiences
Pros
4
Cons
1
Specs
Top
Pro
Allows leaving comments on issues
It's possible to comment on issues. Great for coordinating if and how exceptions should be handled within a team.
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Top
Con
Inefficient UI
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Top
Pro
Exceptions are grouped
Raygun groups similar exceptions together displaying the number of occurences so that there's no need to deal with each instance of the error separately.
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Top
Pro
Daily digest emails
Raygun can send a summary of all error that have happened over the day.
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Pro
Email notifications
Raygun can be set up to send email notifications as soon as exceptions occur.
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Specs
Supported languages:
Any
Integrations:
Unlimited
Filtering:
Custom
Pricing :
Event and error based
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19
7
1
Kafka
All
6
Experiences
Pros
3
Cons
2
Specs
Top
Pro
Optimized for performance
Kafka is optimized for supporting a huge number of users.
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Top
Con
Java is a resource hog
Java is a resource hog, making this far too slow unless you have money to throw at multiple servers with 1/2TB of ram.
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Top
Pro
Native mirroring support
Kafka has native support for mirroring.
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Top
Con
Need Zookeeper
Kafka can only work with Zookeeper
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Top
Pro
Native compression support
Kafka has native support for compression.
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Specs
Type:
monitoring
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20
3
Appsee
All
4
Experiences
Pros
4
Top
Pro
Playback real recordings of user sessions
With Appsee, you can either record specific users based on event criteria, or specify a percentage of users you want to record to see how exactly they interact with the app in unprecedented detail. With funnels and segmentation, you can target specific users that did not complete a task and see what they did.
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Top
Pro
Automatic integration
Appsee is designed to fully integrate with your app and automatically set up event tracking, session recordings, crash playback, touch heatmaps, and more.
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Top
Pro
Touch heatmaps
The Appsee SDK integration allows you to get touch heatmaps of what areas of the screen your users touch the most.
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Pro
Crash recording
Thanks to the deep integration that Appsee provides, you can get video playback of crashes to see exactly what caused the app to crash.
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12
3
Sentry
All
10
Experiences
Pros
6
Cons
3
Specs
Top
Pro
Consolidates similar errors and makes resolution easy
It's what Sentry calls [Rollups](https://docs.sentry.io/learn/rollups/]. All individual issues rolled-up can still be drilled down. Also two issues can be merged manually.
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Top
Con
Not really a logging solution
Sentry collects exceptions, it's not a solution for log aggregation.
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Top
Pro
Email/Slack/GitHub/Hipchat integration
Newly discovered issues (i.e. one that isn't rolled-up under and existing one) can generate an instant notification via many means.
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Top
Con
Can't filter by browser versions
Sentry only filters by browser names and not by browser versions (for example: Firefox, instead of Firefox 27, Firefox 28 etc...)
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Top
Pro
Has an official Docker image
Sentry has an official Docker image which means it's likely going to be well reviewed and maintained for a while and it makes it easy to set up.
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Con
No free cloud hosting
Unfortunately there is no free plan for cloud hosted solution. Only self-hosted solutions are free to use.
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Pro
Completely open source, with a hosted version available
Sentry is a completely open source tool. It's free to use if you want to run it on your own. If you want to avoid the overhead of running and maintaining another server, it also has a hosted version available at www.getsentry.com
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Top
Pro
Source maps support
Has support for source maps.
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Pro
Can create projects and teams
A single Sentry server can be used for various teams/products.
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Specs
Platforms:
Docker, Web
Type:
aggregation
Supported languages:
Any
Hosting options:
Cloud or Self-hosted
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Experiences
Free / paid
70
14
Flume
All
5
Experiences
Pros
3
Cons
1
Specs
Top
Pro
Flume is transactional (no lost when duplicating streams), and can be backuped by Kafka
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Top
Con
Hard to manage
Since Flume cannot do multiplex connections, it's extremely hard to manage. It's essentially one socket per log type.
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Top
Pro
Hadoop integration
Flume was created to efficiently move log data to Apache Hadoop's HDFS.
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Pro
Free and open source
Licensed under Apache 2.0.
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Specs
Type:
aggregation
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4
1
Snare
All
3
Experiences
Pros
3
Top
Pro
Offered as a Cloud Service
Snare have hosted servers in most AWS locations.
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Pro
Uses Elastic Search as its Data Warehouse
Elasticsearch is recommended as a leader in its space handling high volumes of data.
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Pro
Full Log Analytics
All your log data, regardless of your log agent vendor can now be analysed through the web-based Dashboard.
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1
0
Rsyslog
All
4
Experiences
Pros
1
Cons
2
Specs
Top
Pro
Free and Open Source
Rsyslog is a free and open source tool.
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Top
Con
Difficult to configure
The config is not user friendly at all compared to syslog-ng
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Con
Not spread to many platforms
Rsyslog is only available for Linux and Solaris.
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Specs
Type:
aggregation
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14
4
Fluentd
All
12
Experiences
Pros
10
Cons
1
Specs
Top
Con
Difficult to setup
Requires a significant time investment to get up and running.
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Top
Pro
Logs everything in JSON
Gives structure to unstructured logs.
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Top
Pro
Logs stored to FS buffer while network is down
Logs aren't lost due to network issues.
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Top
Pro
In-stream processing
With a list of 150+ plugins, Fluentd can perform all kinds of in-stream data processing tasks.
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Pro
Huge plugin ecosystem
Fluentd has a plugin ecosystem that has resulted in developers creating over 150 plugins for the service.
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Top
Pro
Prioritizes simplicity and robustness
For example, inputs and outputs have built-in support for buffering, load-balancing, timeouts and retries so to be able to deliver data reliably.
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Pro
Free and open source
Licensed under Apache 2.0.
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Pro
Routing based on tags
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Pro
Exponential retry wait
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Pro
Copy to multiple storages
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Top
Pro
Based on CRuby
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Specs
Platforms:
Windows, Linux, Mac
Type:
aggregation
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Experiences
Free / paid
22
7
Flurry
All
5
Experiences
Pros
1
Cons
4
Top
Con
Unable to report on captured events
You can send them events but reporting on the events in aggregate is so painful that I'd call it impossible.
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Top
Pro
Built-in installation tracking
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Con
Lacks an external API
No API for sending information from a mobile application / web backend to analytics.
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Top
Con
Subpar funnel functionality
User segmentation is limited to 10 segments and creating new segments takes a day. Any funnel calculations take a day. Certain steps can't have conditions applied to them.
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Con
Real-time data is not instant
Unlike many competing products, Flurry updates data every few minutes instead of every few seconds.
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3
1
Timber
All
15
Experiences
Pros
12
Cons
2
Specs
Top
Pro
Beautiful, modern, easy interface
The Timber interface stands out in the space: It's beautiful, easy, and modern. It's fast. It uses advanced front-end technologies to maximize performance and usability (react, redux, etc).
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Con
Not really a centralized log management tool
It only takes in events from specified "apps", not all unstructured data. And, if you select "other" (apps), it just says: Bummer! We don't support apps of this type yet.
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Top
Pro
Great search
Timber offers a really great simple search, with a support for advanced features like: term negation, condition grouping (parenthesis), regex, field searches and conditions, etc.
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Top
Con
Not available on self-hosted or bare metal
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Pro
SQL query your logs (w/ join support)
Timber allows you to SQL query your logs just like you would a traditional database. The JOIN support is very powerful.
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Top
Pro
Six month searchable retention
The retention Timber offers is exceptionally longer. The default is generally 2 - 4 weeks, Timber offers 6 months.
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Pro
Real-time graphing
Because Timber fully embraces structured data, graphing is simple, real time, and fast. They provide a number of aggregates you can graph on.
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Top
Pro
Automatic context & structured data
Timber provides native libraries that automatically attach metadata to your logs. They've designed a schema that defines events and context, which normalizes the data and makes querying, alerting, and graphing simple and reliable.
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Top
Pro
Easy installation
Timber can be installed in < 1 min and usually with a single command. It asks your for your application details and provides 1 set of simple instructions.
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Top
Pro
Simple pricing and plans. No feature matrices.
Besides the free plan, Timber doesn't impose limits on the number of users, alerts, etc. It's entirely based on the amount of data allowed for the plan. It's refreshingly straightforward.
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Top
Pro
Real-time alerts with thresholds
The alerts are real-time and the approach is thoughtful. Instead of blasting you with alerts every time it's triggered, they change the state of the alert once, notify you once, and then notify you again when the alert is no longer an issue.
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Top
Pro
Excellent documentation
Timber's docs are detailed and thoughtful, both for the service as well as the libraries they offer.
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Pro
No rate limiting
Beyond the space your plan is allowed to use, there is no rate limiting.
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Pro
Logs show up quickly
Logs show up < 3 seconds of when they are generated
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Specs
Type:
aggregation, monitoring, & structuring
Supported languages:
Any
Hosting options:
Cloud-hosted
Integrations:
Any
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Experiences
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15
6
Logentries
All
29
Experiences
Pros
14
Cons
14
Specs
Top
Pro
Real-time alerts
Alerts can be created based on tags or by setting criteria via the intuitive and powerful search capabilities of LogEntries. To not flood notifications it's possible to specify limitations for alerts, such as how many times an hour an event has to happen for it to trigger a notification. Notifications can be sent by email, mobile messaging or via webhooks (webhooks are sent server in real-time, so there's no need for polling for changes).
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Top
Con
Confusing interface
The interface is packed with features and options, many of them I'm not sure what they do at all.
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Top
Pro
Supports a diverse set of programming languages
Including Java, .Net, Ruby, PHP, node.js, Python.
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Top
Con
Character limit for each log entry
Currently log entries are limited to 8192 characters, if your log entry runs over this amount then it will be truncated where the excess log will be a new entry in the UI. This can easily cause a problem JSON structure with java stacktraces.
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Pro
Free up to 5 GB
Logentries free product allows uploading up to 5 GB of logs a month and has a 7-day retention period. The free product is available after the 30-day trial ends.
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Top
Con
Limited search capabilites
Compared to Elasticsearch and other competitors, search syntax has few features, apart from regexp and NOT/AND/OR combining. E.g. has no syntax to determine if a field is absent.
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Top
Pro
Works with multiple PaaS and IaaS
Logentries works with Amazon Web Services (AWS), Heroku, AppFog, Engine Yard and other platform as a service (PaaS) providers, along with Amazon Web Services, Rackspace, Microsoft Azure and other infrastructure as a service (IaaS) providers.
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Con
Expensive
The average plan is over $1.5 per GB, which can get very expensive for any sort of reasonable volume.
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Pro
Event and search updates can be viewed in real-time
In Live Tail mode events and searches update in real-time. Live Tail mode can be used in Aggregate View, that allows selecting a combination of logfiles to be viewed together, and with any log groups created. These events are supplemented with tags to allows getting an overview of current events quickly at a glance.
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Top
Con
Short retention
The retention is very short (14 - 30 days).
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Pro
Supports the most popular programming frameworks
Supports the most popular programming frameworks, including Ruby and node.js.
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Top
Con
There's a limit of 100 logs per server
Should you have a webserver that hosts many sites, you'll hit this undocumented limit. The token-based alternative solution is inconvenient to set up and maintain.
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Top
Pro
Offers an easy way of visualizing data via graphs
LogEntries allows each logfile to have a separate dashboard of various graphs & widgets put together for visualizing data. A dashboard is put together by dragging & dropping graphs and widgets into place. Graphs and widgets include charts, tables, gauges, event counts among other forms of data visualization.
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Top
Con
Can't track the source of errors in 3rd party libraries
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Pro
Real-time tagging makes reading logs easier
Colored indicators can be set that highlight events in a log in real-time based on given criteria. Criteria are set via intuitive and powerful search capabilities of LogEntries.
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Top
Con
Insufficiently secure web client logger
No progress since this was reported in September 2013.
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Top
Pro
Easy to set up
Logentries can be set up quickly and with relative ease.
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Top
Con
Grouping is unsorted and limited
Eg. you can't really check what browsers people use, because the report is limited to 40 unique strings.
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Top
Pro
Great search
LogEntries has human readable, intuitive and powerful search with support for logical expressions, comparison expressions, regular expressions and ability to search based on field, group based on approximations over time, use functions such as count, sum, average and unique as well as save searches.
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Top
Con
Blocked by ad blockers by default
https://easylist-downloads.adblockplus.org/easyprivacy.txt includes logentries
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Top
Pro
Timestamps are displayed in the local time zone
Unlike Loggly, LogEntries displays timestamps in your timezone. You don't even have to configure anything.
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Top
Con
No specialized reporting for JavaScript
No stack trace, or XHR recording. Compare with UserSnap or Rollbar or TrackJS.
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Top
Pro
Excellent documentation
LogEntries has comprehensive documentation that's easy to read and understand and includes lots of screenshots and examples.
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Top
Con
Signing up requires phone number
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Top
Pro
Good technical support
Answer incidents pretty quickly.
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Top
Con
No CDN for the web client logger
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Top
Pro
Prepared viewlets
Easy to get information fast with integrated dashboards. Also I can change as I want easy by rewriting query
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Top
Con
TypeErrors (X is not a function) are not tracked
Loggly catches them by default. LogEntries doesn't seem to catch them even if catchall is set to true. See the GitHub issue.
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Specs
Platforms:
Windows, Linux, Mac
Type:
aggregation & monitoring
Supported languages:
Android / GoLang / JavaScript/HTML5 / iOS / Java / .NET / .NET Serilog / PHP Logging / Python
Hosting options:
Cloud hosted
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Experiences
Paid
101
36
Logstash
All
14
Experiences
Pros
9
Cons
4
Specs
Top
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.
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Top
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.
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Top
Con
Difficult to maintain
You have to host and maintain it yourself. This can be a challenge as log volume increases.
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Top
Pro
Free and open source
Logstash is licensed under Apache 2.0.
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Top
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.
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Top
Pro
Extended functionality via plugins
There is a rich repository of plugins available categorized as inputs, codecs, filters and outputs.
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Top
Con
No native alerts
Logstash does not have any native alerting capabilities.
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Top
Pro
Easy installation
No dependencies, it's a single .jar file. It's written in JRuby and only requires Java to be installed.
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Top
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).
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Top
Pro
Emphasizes flexibility and interoperability
Logstash is built to fit in your stack.
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Top
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).
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Pro
Managed cloud version avaible
There is a cloud based managed version if you are prepared to pay a few bucks.
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Pro
Good performance
You can run on mediocre system without problems
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Specs
Platforms:
Docker
Type:
aggregation & monitoring
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Experiences
Free / paid
57
22
Scribe
All
4
Experiences
Pros
2
Cons
1
Specs
Top
Con
No longer supported
Scribe has been abandoned and is no longer supported by Facebook. This means that it's no longer possible to submit pull requests or to open issues.
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Pro
Works with pretty much any language
Scribe uses Thrift for its protocol encoding so it's compatible with pretty much any language you want to use with it.
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Pro
Free and open source
Licensed under the Apache 2.0.
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Specs
Type:
aggregation
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here
6
3
MindArray IPM
All
5
Experiences
Pros
3
Cons
1
Specs
Top
Con
No virtual appliance
No virtual appliance available.
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Top
Pro
Real-time indexing of log data
Indexes log data in real time
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Top
Pro
Customizable
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Pro
Robust search and filters
The search functionality and the filters are very robust.
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Specs
Type:
?
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here
2
1
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