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Amazon Q vs Claude for Enterprise comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Sep 16, 2025

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

Amazon Q
Ranking in AI Code Assistants
1st
Average Rating
8.2
Reviews Sentiment
2.4
Number of Reviews
17
Ranking in other categories
No ranking in other categories
Claude for Enterprise
Ranking in AI Code Assistants
6th
Average Rating
8.0
Reviews Sentiment
4.9
Number of Reviews
2
Ranking in other categories
AI-Powered Chatbots (9th), AI Writing Tools (7th), Large Language Models (LLMs) (5th), AI Proofreading Tools (4th)
 

Featured Reviews

Jayesh Patil - PeerSpot reviewer
Connectors and guardrails facilitate question-answer setups effectively
There isn't such an issue we have faced with Amazon Q regarding speed increasing. Syncing and indexing takes a lot of time, and they need to improve upon that. Remaining everything is good for us, and that is also acceptable as we can set it as a nightly job. Once it's done, it takes around one hour max for any number of documents. We were trying to address specific issues and challenges by implementing Amazon Q in our environment because currently, they don't provide any APIs directly. We find it difficult to integrate with our product. The second challenge is while connecting Jira, we need the ACLs to maintain our security, but it doesn't allow us to connect to Jira if our ACLs are on. We need to turn them off to connect to it. Even though we connected with the support team of AWS, they were not able to resolve our issue, so we were disappointed at that moment. As a part of improvement, we don't see any improvement areas for Amazon Q at present. We first need to test that we can integrate it with our product. We need the APIs before we can suggest improvements.
Nishant Thakkar - PeerSpot reviewer
Data visualization and workflow efficiency improve with automated features
I do not have a business relationship with this vendor other than being a customer, and I was not offered a gift card or incentive for this review. We use other tech products such as Microsoft Excel and Slack. We can use my real name when publishing my review, along with my real company name. On a scale of 1-10, I rate Claude an 8.

Quotes from Members

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

Pros

"Amazon Q saved my time more than other products, such as GitHub Copilot, because it is conscious about particular AWS services."
"The explanation and documentation capabilities are excellent."
"The insight capability is specifically the best one because if searching for data, it will take some amount of time and can be really complex manually; with Amazon Q, it was able to give me quick insights in a couple of seconds with summarized results, which is something really amazing."
"The best feature Amazon Q offers is the code security scan, which actually depicts the threat assessment of the code or whether a particular code snippet can be utilized by attackers to find loopholes."
"The benefits of Amazon Q are that you don't need to build any code base at the backend to develop your RAG system or AI LLM-based summarization systems to do question-answer sets on the documents."
"The best feature of Amazon Q is that it has knowledge of my entire code base, entire repository, and its flows."
"The support team from Amazon provides comfort because previously we used to think and implement, which took considerable time, and now we can complete our projects and requirements in three months or two months."
"Amazon Q significantly reduced the time we spent on testing; it served as a great tool where we could ask questions, get answers, and complete testing efficiently."
"Claude has positively impacted my organization, as evident from the metrics which show productivity doubling and turnaround time being cut in half."
"Overall, I rate Claude nine out of ten."
 

Cons

"The model is not able to give answers properly with the traffic it is facing, so it needs to be scaled more."
"Sometimes feedback is needed immediately. It takes a bit of time because there is a workload."
"Even though we connected with the support team of AWS, they were not able to resolve our issue, so we were disappointed at that moment."
"While great for standard tasks, it sometimes struggles with more complex or multi-layered problems in large code bases."
"One most important improvement would be having deeper domain-specific intelligence for Amazon Q."
"I discovered that the application logs me out automatically after some time, which becomes problematic as I then lose access to my chat history."
"The product could be improved by offering automatic integration with other solutions, such as the ability to read Excel or text files and automate processes this way."
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Top Industries

By visitors reading reviews
Computer Software Company
18%
Financial Services Firm
10%
Manufacturing Company
8%
Comms Service Provider
6%
Computer Software Company
13%
Comms Service Provider
7%
University
7%
Financial Services Firm
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise1
Large Enterprise12
No data available
 

Questions from the Community

What needs improvement with Amazon Q?
One most important improvement would be having deeper domain-specific intelligence for Amazon Q. While it can pull enterprise data sources, adding more domain-tuned models, for example in pharma, w...
What is your primary use case for Amazon Q?
My main use case for Amazon Q is primarily focused on business perspectives. I was able to do a Q&A sort of interaction. If I simply asked what the revenue was for this quarter, Amazon Q was ab...
What advice do you have for others considering Amazon Q?
My advice for others looking into using Amazon Q is that we should start small because we have to understand how exactly it works. Take a small use case, such as documentation or a codebase review....
What is your experience regarding pricing and costs for Claude?
My experience with pricing, setup cost, and licensing was straightforward without running into major challenges.
What needs improvement with Claude?
I face issues with Claude halting or hallucinating occasionally, as it happens with some projects but not all.
What is your primary use case for Claude?
I use Claude, particularly its artifact features, for data visualization. On a weekly basis, we create newsletters for our clients that require beautiful and good-looking presentations, particularl...
 

Overview

Find out what your peers are saying about Amazon Q vs. Claude for Enterprise and other solutions. Updated: August 2025.
867,445 professionals have used our research since 2012.