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Dynatrace vs Tech 42 AI Agent Starter Pack built with AgentCore comparison

 

Comparison Buyer's Guide

Executive Summary

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Dynatrace
Ranking in AI Observability
3rd
Average Rating
8.8
Reviews Sentiment
7.0
Number of Reviews
359
Ranking in other categories
Application Performance Monitoring (APM) and Observability (2nd), Log Management (6th), Mobile APM (3rd), Container Monitoring (2nd), AIOps (2nd)
Tech 42 AI Agent Starter Pa...
Ranking in AI Observability
33rd
Average Rating
10.0
Number of Reviews
2
Ranking in other categories
AI Data Analysis (181st), AI Content Creation (54th)
 

Featured Reviews

Manish Indupuri - PeerSpot reviewer
senior DevOps engineer at a tech services company with 10,001+ employees
AI-driven insights have reduced downtime and improved cross-team collaboration
We encountered some challenges while using Dynatrace. Although the initial setup was smooth, fine-tuning alert thresholds and custom metrics took some time. Another challenge was that Dynatrace charges based on host units, so we had to carefully plan our agent deployments. The licensing model is expensive. Additionally, the complexity of setup is an issue. While OneAgent and auto-discover services are powerful, the setup is more complex compared to other tools such as Prometheus and Grafana. These integrations are simple and basic, but Dynatrace setup requires more complexity based on the environment. For new users wanting to use Dynatrace, it is difficult. However, the AI-related solutions and metrics took us to the next level for identifying and fixing things. Dynatrace requires an agent for operation. OneAgent is powerful, but it is also resource-heavy. On lightweight nodes or older systems, the agent can slightly impact performance. If Dynatrace could implement a lightweight agent behavior, we could make things faster. Additionally, if Dynatrace could add a long-term retention policy so that we could store more data and find fine-grained details, that would help us. While Dynatrace managed edition supports on-premises deployment, the SaaS version depends on cloud connectivity. For highly regulated or air-gapped environments, setup and updates can be challenging. Although the initial setup is smooth, if someone wants to fine-tune it and fully understand the tool end-to-end, it could be tricky.
NP
Vice President of Information Technology at a consumer goods company with 201-500 employees
AI foundation has accelerated deployment of internal knowledge agents on existing cloud infrastructure
I am exploring creating AI agents for multiple internal company knowledge repositories This product significantly accelerated our ability to deploy an AI agent within our AWS infrastructure. Instead of spending time designing architecture, wiring up memory, guardrails, and tool integrations, I…

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"Capability to focus on root cause problems."
"Dynatrace has helped us reduce outage times and severity of impact."
"The features that we find most valuable are automatic root cause detection, topology discovery, and session replay."
"The dashboard allows us to monitor and proactively act upon any breaches in the threshold for our infrastructure."
"UEM helps to identify user experience and detailed steps performed by the user."
"One of the key things with Dynatrace is that they are very open to influence on product development side. So, we've influenced them fairly heavily on development and capabilities for Citrix and DC RUM. They've given us integration and support components around some odd technologies that we've got, and they have always been very open and accommodating to going after and developing capabilities around the stuff that we are looking for."
"It is a platform that is very well-suited for marketers, but also for technology people. That is the key: the dashboard."
"The dashboard is the most useful aspect of the solution."
"This is an extremely easy way to start with an AI agent that includes components necessary for production-ready use."
"Instead of spending time designing architecture, wiring up memory, guardrails, and tool integrations, I was able to establish an AI foundation in a matter of hours."
 

Cons

"The one thing I am really missing is the final Azure dashboard."
"We've installed it to help us with performance issues and we use it when there's a problem, but we find it difficult to get in to find out what's really wrong."
"Scalability-wise, on the data side, I'm really worried because they are giving only seven days data retention. They should plan something on that, to increase the data."
"It needs to be more user-friendly. They could have a better user interface, better automation, better support for cloud-based and SaaS applications."
"I would like better plugin support, because they are constantly asking us to do plugins, saying "Yeah, we can do that. Use this plugin." Then, the moment something goes wrong with that plugin, I have no way of getting help."
"We're not quite there yet, but the thing I would like to see is to really have that view of how issues relate to the business. Often enough, the tools that IT have for IT stop at the IT level. They cannot go into the business level part. They can't understand, because they don't have the information that the business needs to provide them with - for example how much an hour of downtime costs the business. For us, in IT, it's an hour of downtime, but it equates to money and equates to hours lost and equates to a lot of things, and often enough we don't have that information. This is where I would like to see us going."
"It is quite expensive for startups."
"This solution needs better support for security and monolithic batch processes."
"It would be nice to be able to run the CloudFormation stacks in other AWS regions."
"Additional frameworks would be good to add."
 

Pricing and Cost Advice

"The solution is not cheap."
"Licensing is a bit complicated for Dynatrace, and pricing is dependent on how much your organization invests."
"Its price is quite high. Although it is worth it, it would be better if its price is reduced. They base their prices around licensing. Their prices are based on agent licensing and consumption licensing. Both of these can be a bit cheaper, but if they are the best in the market, as I consider them to be, I assume that their prices will be higher. They are delivering the product for that price."
"The cost is somewhat high."
"It is quite costly. Dynatrace was the most expensive, compared to the other products we looked at. But it was also a lot better. If you want value for your money, Dynatrace is the way to go."
"From what I have heard in the company, Dynatrace is expensive."
"Licensing is very interesting, as you pay only for what is being monitored. A lot of things are given away for no additional cost. If you have a great IT consolidation, it will be pretty cheap. If you have a lot of servers, it will be heavier."
"​I would recommend doing a PoC."
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Top Industries

By visitors reading reviews
Financial Services Firm
19%
Manufacturing Company
9%
Outsourcing Company
6%
Computer Software Company
6%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business80
Midsize Enterprise50
Large Enterprise299
No data available
 

Questions from the Community

Any advice about APM solutions?
The key is to have a holistic view over the complete infrastructure, the ones you have listed are great for APM if you need to monitor applications end to end. I have tested them all and have not f...
What cloud monitoring software did you choose and why?
While the environment does matter in the selection of an APM tool, I prefer to use Dynatrace to manage the entire stack. Both production and Dev/Test. I find it to be quite superior to anything els...
Any advice about APM solutions?
There are many factors and we know little about your requirements (size of org, technology stack, management systems, the scope of implementation). Our goal was to consolidate APM and infra monitor...
What is your experience regarding pricing and costs for Tech 42 AI Agent Starter Pack built with AgentCore?
There is no upfront cost for the product, and expenses are limited to pay-as-you-go AWS infrastructure and AI model consumption.
What needs improvement with Tech 42 AI Agent Starter Pack built with AgentCore?
It would be nice to be able to run the CloudFormation stacks in other AWS regions.
What is your primary use case for Tech 42 AI Agent Starter Pack built with AgentCore?
I am exploring creating AI agents for multiple internal company knowledge repositories.
 

Comparisons

No data available
 

Overview

 

Sample Customers

Audi, Best Buy, LinkedIn, CISCO, Intuit, KRONOS, Scottrade, Wells Fargo, ULTA Beauty, Lenovo, Swarovsk, Nike, Whirlpool, American Express
Information Not Available
Find out what your peers are saying about Dynatrace vs. Tech 42 AI Agent Starter Pack built with AgentCore and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.