Datadog vs. Salesforce Agentforce Service vs. Zabbix

Datadog may be better suited for teams that have a more out-of-the-box infrastructure, on the primary platforms Datadog supports. You may also have better results if you have a bigger team dedicated to devops and/or a bigger budget. We found that trying to adapt it to our use case (small team, .NET on AWS Fargate) wasn't feasible. We continually ran into roadblocks that required us to dig through documentation (and at times, having to figure out some documentation was wrong), go back and forth with support, and in my opinion, waste money on excessive and unintended usages due to opaque pricing models and inaccurate usage reports, as well as broken/non-functional rate sampling controls.

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I think Service Cloud is best suited for medium to large operations that require both proactive and reactive service. It’s a great fit for post-sales support. However, I wouldn’t recommend it for very small companies because it can be quite costly, and many of the features may go unused. Salesforce also performs best when you have a capable team managing it, so it’s important to consider your organization’s size and readiness before starting. Once you do, I recommend exploring other parts of the Salesforce ecosystem—Service Cloud works even better when integrated with Sales Cloud, since it allows better visibility across teams.

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Zabbix is great for monitoring your servers and seeing alerts when the system uses too much CPU or memory. This allowed the system Engineer to be proactive and add resources to these systems to avoid interrupting the services. Especially servers running operations applications and services. This is one of the best usages for Zabbix.

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• The thing which Datadog does really well, one of them are its broad range of services integrations and features which makes it one step observability solution for all. We can monitor all types of our application, infrastructure, hosts, databases etc with Datadog.
• Its custom dashboard feature which helps us to visualize the data in a better way . It supports different types of charts through those charts we can create our dashboard more attractive.
• Its AI powered alerting capability though that we can easily identify the root cause and also it has a low noise alerting capability which means it correlated the similar type of issues.

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• Email to case is an interesting piece of it. The threading is very strong, sometimes too strong, but it does very well at handling the incoming emails.
• The omnichannel routing, using skill-based routing is really effective.
• Pathing. So making the workflow and helping the team understand what it is that they're trying to do, what they have to accomplish, those step-by-step pieces. That's really helpful.

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• Collecting hardware data - CPU, Memory, Network, and Disk Metrics are collected and reported on.
• Flexible design - It is very easy to build out even very large environments via the templating system. You can also start where you are - network monitoring, server monitoring, etc. and then build it out from there as time and resources permit.
• Provides a "plugin architecture" (via XML templates) to allow end users to extend it to monitor all kinds of equipment, software, or other metrics that are not already added into the software already.
• Very complete documentation. Almost every aspect of Zabbix has been documented and reported on.
• Cost - Zabbix is FOSS software and always free. Support is reasonably priced and readily available.

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• Alert windows cause lag in notifications (e.g. if the alert window is X errors in 1 hour, we won't get alerted until the end of the 1 hour range)
• I would appreciate more supportive examples for how to filter and view metrics in the explorer
• I would like a more clear interface for metrics that are missing in a time frame, rather than only showing tags/etc. for metrics that were collected within the currently viewed time frame

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• We had a principle initially to try and use Omni as much as we can from the user experience perspective, but have found that fairly restrictive. It was very difficult to actually get the right customer experience and customer engagement going. So we're actually on a journey at the moment to replace all of our Omni with Lightning web components that gives us that flexibility. That's probably one area where we've had some challenges in terms of how we've used the product out of the box.

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• Creating an alert & its trigger can be made easier.
• More VM-based data collection counters should be introduced to have better VM monitoring.
• The raw counters collection agent in every node is relatively weak. It goes down often, which needs more stability.

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Definitely will not revisit after our issues and, in my opinion, poor support.

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Professional edition works best for a small company with lower call volumes and is very useful but as you grow exponetially I think it has limited ability to do all the things we want to - SLA management, defect, release management to name a few. Reports and dashboards being available in real time.

It is free. It didn't cost anything to implement (other than my time and the cost incurred for it) and it is filling a badly needed gap in our IT infrastructure. Support is available if we have issues and can be done annually or paid for on a per incident basis as needed. Expansion, updates, and all other future lifecycle activities are likewise free of cost, so as long as someone is able to implement/maintain the software (and the OSS project is maintained) then I imagine the company will never leave it.

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There are so many features that it can be hard to figure out where you need to go for your own use case. For example, RUM monitoring us buried in a "Digital Experience" sidebar setting when this is one of our key use cases that I sometimes struggle to find in the application. It appears that ECS + Fargate monitoring was recently released which is great because we had to build a lambda reporting solution for ephemeral task monitoring. But this new feature was never on my radar until I starting clicking around the application.

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I had Salesforce experience prior to using Service Cloud which made it a little easier to learn and navigate, but overall my team (some who had no Salesforce experience) caught on very quickly and found Service Cloud to be easy to use.

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I think every organization, especially the IT department, needs a tool like this. I know of another product like Zabbix that gives a similar or the same solution, but its range makes it very useful. You can see almost all the device info in one place: disk usage, disk space, network usage, etc.

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Working on an application that caters to customer needs requires a platform that acts as a mediator between the actual person and the client. This mediator handles the customer and resolves many of their doubts, helps them map through the entire process, and automates the processes. Such a platform is Salesforce Service Cloud. For queries that cannot be serviced by the platform, it creates a separate ServiceNow ticket for us, and it is assigned.

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The Salesforce Service Cloud generally has very good performance, however the overall new Lightning user experience can bring that down. For example, if you have too many tabs open, then it can take a while for the Lightning UI to load. This UI is probably not well equipped to handle loading of all of that information at once, but Users tend to leave their tabs open all day long. It can also be fickle depending on which browser you use, what extensions you have installed, and whether you've cleared your cache. This can be the downfall with any software as a service though, not just Salesforce

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The support team usually gets it right. We did have a rather complicate issue setting up monitoring on a domain controller. However, they are usually responsive and helpful over chat. The downside would be I don’t think they have any phone support. If that is important to you this might not be a good fit.

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Salesforce offers support, although it generally gets routed to overseas support teams first, and once they are unable to help, it gets escalated up the chain to higher tiers. Frequently, the answer back from support is that there is no native solution, and we either have to turn to the AppExchange for some solution provided by another developer, or custom build our own solution.

The setup is the most time-consuming portion of using zabbix. It takes a lot of effort to shape it into a usable format and even then it can get very messy. It's not exactly intuitive and as mentioned the UI seems a bit antiquated. If I was to roll out a monitoring solution from scratch, I'd probably look for alternatives which are easier to use and maintain.

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Our in-person training was provided by our implementation partner and it was quite good. This was in part because we were already working with them and so it naturally leant itself to a good training relationship. And because they were building our customizations and configuring things, they could then provide training on those things naturally.

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Trailheads are great but it was often unclear what actually applied to our organization. This made it difficult to get a whole lot out of it. Part of it is that because the basic Salesforce features didn't quite work for us, we had to add customizations, which then nullified a lot of the training.

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Documentation was difficult to work through, rollout was catastrophic (completely outage)

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I would go through an implementation very differently knowing what I know now. It was difficult coming from systems we liked in post-sales service and having to adapt to the clunky and underwhelming feature set in Salesforce. I would trim back our expectations

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We are a mainly Windows environment, so it would be useful if we could have used Active Directory to deploy agents. As of version 4.2, Zabbix has announced a new agent MSI file to allow exactly that. Unfortunately, we didn't have that option. Also, for Linux and MAC deployments, there is no simple way to deploy that. Using remote scripts you may be able to create something, but most places will opt for either SNMP (agentless) or manual installation of agents to add to Zabbix. A way of deploying agents via discovery would go a long way to helping in the adoption of the tool.

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Our logs are very important, and Datadog manages them exceptionally well. We frequently use Datadog services for our investigations. Use case: Monitor your apps, infrastructure, APIs, and user experience.


Key features:


Logs, metrics, and APM (Application Performance Monitoring)


Real-time alerting and dashboards


Supports Kubernetes, AWS, GCP, and other integrations


RUM (Real User Monitoring) and Synthetics





✅ Best for backend, server, and distributed systems monitoring.

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We selected this product because we already had some competencies in Salesforce. We own a Salesforce partner with expertise in this area, and on top of that, Salesforce purchased it — it was originally called Velocity. When Salesforce decided to acquire it, that finalized the decision for us.

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We're using the Solarwinds suite as our global monitoring standard, but it is very complex and its licensing model makes it difficult to monitor a wide range of technologies. So, we're using Zabbix as a complement on our monitoring process. Zabbix is a way more flexible and has free integrations to a wide range of technologies. It is also more 'user friendly' and easy to manage.

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The product has scaled up with our company growth just fine. No issues here other than slowness in clicking around and running reports

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• Saved us (time & money) from developing our own monitoring utilities that would pale in comparison
• Alerts allow us to remedy issues before our customers even know about them
• Tracking resource usage over time allows us to better plan for future needs, before it becomes a pain-point.

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• We have cut our service team in half over the past 5 years due to the efficiency of the tool
• The amount of direct inquiries to our technical team is less than 10% compared to the number support tickets that get entered in the system for them to work in a more organized manner
• Responses are 100% more timely because tickets can be responded to by any individual in the queue or on the team, as opposed to direct emails to just one person

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• Good ROI when trying to get ahead of network related problems instead of waiting for users to complain
• Good ROI when doing upgrades or exploratory work on a neglected network
• Good ROI when showing usage trends to management showing higher actual usage versus what was thought to be happening