No more typing reviews! Try our Samantha, our new voice AI agent.

Amazon Connect vs Deepgram 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:
 

ROI

Sentiment score
4.7
Amazon Connect is praised for cost savings, efficiency, flexibility, and customer satisfaction, ranking among top contact center tools.
Sentiment score
5.9
Deepgram offers cost efficiency and accuracy, enhancing ROI, despite scalability challenges leading some users to change providers.
It is one of the three most valuable contact center applications available nowadays.
Voice Engineer at Softtek
He stated that the performance was significantly higher than elsewhere, and he found it suitable for his needs.
Software Engineer at BIFROTEK
When it comes to the evolution of STT, multiple things are considered. One is the technical offering and accuracy of Deepgram, then ease of integration, and cost of implementation.
Technology Architect & Hands-On Leader | Prototyping, Automation, AI/LLM Integration | 20+ Years in at Regalix
 

Customer Service

Sentiment score
6.2
Amazon Connect offers generally high-quality support with prompt issue resolution, though complex queries might face some delays.
Sentiment score
6.1
Deepgram's customer service is responsive and helpful, though resolution times for technical issues can sometimes be slow.
Globally, there are not enough engineers with sufficient experience with Amazon Connect.
Voice Engineer at Softtek
Support is available via web, phone, and email based on incident priority.
Director AWS at NeuraFlash India Pvt Ltd
Amazon Connect's customer support team is generally very good.
DevOps engineer at Mission Labs
We have extensive support available on Deepgram websites and they have many GitHub repositories.
Technology Architect & Hands-On Leader | Prototyping, Automation, AI/LLM Integration | 20+ Years in at Regalix
The most important aspect of the documentation is that it is structured so that AI can read it effectively.
Software Engineer at BIFROTEK
 

Scalability Issues

Sentiment score
6.8
Amazon Connect offers seamless scalability, effortlessly managing large user volumes and supporting thousands of agents with minimal effort.
Sentiment score
6.6
Deepgram offers scalable, accurate transcription with flexible pricing, though some opt for AWS for broader scalability and server location preferences.
This is a serverless service, so it will automatically scale to any number of calls that you need or require.
Cloud specialist at Outplex
Amazon Connect is scalable and supports both small and high-volume contact centers with consistent performance.
Director AWS at NeuraFlash India Pvt Ltd
It is a native feature that AWS has because scalability is part of the nature of this product.
Voice Engineer at Softtek
AWS provides higher scalability with 10,000 connections at a single go, despite higher latency than Deepgram.
AI Applied Engineer at Flexon Technologies Talent360.ai
I'm not sure if Deepgram offers options to choose the server location, such as having a server in Frankfurt like AWS.
Software Engineer at BIFROTEK
Deepgram's scalability has been fine; there were some limit issues with Vapi.
Co-founder at a tech services company with 1-10 employees
 

Stability Issues

Sentiment score
7.5
Amazon Connect is highly stable and reliable, with minimal outages and efficient handling of high loads over several years.
Sentiment score
8.4
Deepgram offers a stable, reliable service with strong performance and transparency, experiencing minor connection issues but maintaining accuracy.
There have been no outages experienced so far.
Director AWS at NeuraFlash India Pvt Ltd
Regarding the stability of Amazon Connect, in my case, the stability is 100%.
Voice Engineer at Softtek
The stability of the application and the services of Amazon Connect is very good, especially when it integrates with Lex and makes the customer service solution more efficient.
Solution Architect at Rutotech
We have never faced any issues with downtime.
Technology Architect & Hands-On Leader | Prototyping, Automation, AI/LLM Integration | 20+ Years in at Regalix
Deepgram has been stable and reliable
AI Applied Engineer at Flexon Technologies Talent360.ai
 

Room For Improvement

Amazon Connect users seek enhanced outbound calls, better pricing, integration, customization, AI, security, and workforce management features.
Deepgram users seek improved language support, transcription accuracy, speaker identification, dual-channel audio, voice customization, pricing, and setup stability.
Integrated voice and SMS from the console.
Director AWS at NeuraFlash India Pvt Ltd
Support for that specific service for Amazon Connect is basically non-existent.
Cloud specialist at Outplex
The cost of the product is somewhat expensive.
Voice Engineer at Softtek
If it had support for many more languages, especially regional languages, it would be valuable.
Software Engineer at Futurescape Technologies
Considering additional accents from Chilean or Argentine speakers could improve the model's performance with local words.
Co-founder at a tech services company with 1-10 employees
They also came up with their own agent builder framework, where you can directly go to their website and build your voice agent in 10-20 minutes.
Technology Architect & Hands-On Leader | Prototyping, Automation, AI/LLM Integration | 20+ Years in at Regalix
 

Setup Cost

Amazon Connect's pay-as-you-go model is flexible, scalable, and generally affordable, despite potential billing complexities with integrations.
Deepgram offers customizable, competitive pricing for enterprises, promoting efficiency and scalability to meet diverse transcription needs cost-effectively.
Rated four out of ten in terms of expense.
Director AWS at NeuraFlash India Pvt Ltd
In general, I would say that Amazon Connect is expensive, as it is above average.
Solution Architect at Rutotech
My experience with pricing, setup cost, and licensing was good, as I found it to be cheaper without any problems.
Co-founder at a tech services company with 1-10 employees
My experience with pricing, setup cost, and licensing is that pricing is seamless and customizable as needed.
Software Engineer at Futurescape Technologies
 

Valuable Features

Amazon Connect offers cost-effective, scalable customer communication with seamless AWS integration, AI analytics, and easy setup using a drag-and-drop interface.
Deepgram excels with fast, accurate transcription, easy integration, industry term recognition, scalable pricing, and excellent customer support.
Amazon Connect is cloud-native, multi-channel, has good analytical capability and reporting, is a stable platform, and is receiving huge investment from AWS.
Founder at The Independent User Group for Amazon Connect
The Connect Lens feature most improves contact center efficiency by providing insights into customer journeys, behavior, and sentiment scores, allowing for areas of improvement to be identified and addressed.
Director AWS at NeuraFlash India Pvt Ltd
For instance, if a client calls for a ticket and calls again after three days, we can keep the same ticket or request to provide follow-up with the same agent or person.
Voice Engineer at Softtek
Deepgram has positively impacted my organization by achieving our desired results, which is very good from the overall technology perspective, saving a lot of time for the support team since the voice agent replaced the human agents managing the calls, thus improving response time and reducing the time dedicated by those human agents.
Co-founder at a tech services company with 1-10 employees
The most valuable capabilities of Deepgram that I've found so far include low latency, as it offers less than 200 milliseconds, which is not provided by any other text-to-speech models.
AI Applied Engineer at Flexon Technologies Talent360.ai
The best thing with Deepgram is they are continually evolving and doing a lot of market research. They take feedback seriously.
Technology Architect & Hands-On Leader | Prototyping, Automation, AI/LLM Integration | 20+ Years in at Regalix
 

Categories and Ranking

Amazon Connect
Ranking in AI Customer Support
1st
Average Rating
8.4
Reviews Sentiment
7.1
Number of Reviews
26
Ranking in other categories
Contact Center Platforms (1st), Contact Center as a Service (CCaaS) (2nd), AI Customer Experience Personalization (1st)
Deepgram
Ranking in AI Customer Support
10th
Average Rating
8.4
Reviews Sentiment
5.9
Number of Reviews
11
Ranking in other categories
Text-To-Speech Services (3rd), Speech-To-Text Services (1st), AI Sales & Marketing (9th), AI Scheduling & Coordination (3rd)
 

Mindshare comparison

As of August 2026, in the AI Customer Support category, the mindshare of Amazon Connect is 1.9%, down from 4.4% compared to the previous year. The mindshare of Deepgram is 1.3%. It is calculated based on PeerSpot user engagement data.
AI Customer Support Mindshare Distribution
ProductMindshare (%)
Amazon Connect1.9%
Deepgram1.3%
Other96.8%
AI Customer Support
 

Featured Reviews

SM
Voice Engineer at Softtek
Enables seamless integration with leading customer support platforms and offers reliable and scalable communication solutions
The feature I find best about Amazon Connect, which is currently on trend, is the artificial intelligence. It helps us maintain continuity with the client. For instance, if a client calls for a ticket and calls again after three days, we can keep the same ticket or request to provide follow-up with the same agent or person. That is a valuable feature. Another important capability I discovered is that, from a technical perspective, you can select the caller ID in such a way that if one of your direct numbers fails, you can select another one to proceed with the calls. The system is not dependent on one calling number.
Arunkumar HG - PeerSpot reviewer
Technology Architect & Hands-On Leader | Prototyping, Automation, AI/LLM Integration | 20+ Years in at Regalix
A Powerful, Adaptable, and Constantly Evolving STT Solution for Voice Automation
Honestly, Deepgram has been exceptionally proactive in addressing the primary area that needed improvement. My main challenge was with the real-time detection of when a user has finished speaking in a live conversation, which is critical for a responsive voice bot. They directly solved this by releasing their Flux model. Because Flux is a recent release, I haven't yet had enough time to thoroughly test it and identify new limitations. At this stage, any "improvement" would be more of a "nice-to-have" feature rather than a fix for an existing problem. The core service is already very robust and meets all of our current needs. What additional features should be included in the next release? ---------------------------------------------------------------- Looking toward the future, here are a few features that could add even more value to an already excellent platform: * Advanced Built-in Analytics: While I can get the raw transcript and build my own analytics pipeline, it would be powerful to have features like sentiment analysis, emotion detection, or automatic summarization offered directly through the API. This would save significant development time. * More Granular Speaker Diarization: For calls with multiple participants, enhancing the real-time speaker diarization (labeling who is speaking) to be even more precise would be a fantastic addition for creating detailed call analyses. * Tighter Integration with TTS: Since Deepgram is also expanding into Text-to-Speech (TTS), offering a more seamlessly integrated STT-to-TTS pipeline could simplify the development stack for creating voice agents from start to finish. * Specialized, Pre-Trained Industry Models: While the general models are highly accurate, offering even more specialized, pre-trained models for specific industries like finance, healthcare, or legal-which are heavy on specific jargon-could push the accuracy even higher for those niche use cases.
report
Use our free recommendation engine to learn which AI Customer Support solutions are best for your needs.
908,800 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
11%
Outsourcing Company
9%
Computer Software Company
8%
Manufacturing Company
8%
Construction Company
10%
Educational Organization
9%
Financial Services Firm
8%
University
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business6
Midsize Enterprise4
Large Enterprise16
By reviewers
Company SizeCount
Small Business9
Midsize Enterprise1
Large Enterprise1
 

Questions from the Community

Which is better - Genesys Cloud or Amazon Connect?
Our organization ran comparison tests to determine whether the Genesys Cloud or Amazon Connect contact center management software was the better fit for us. We decided to go with Genesys Cloud. Ge...
What is your experience regarding pricing and costs for Amazon Connect?
Most of my customers are not going with the pay-as-you-go pricing model, as they prefer yearly contracts or three-year contracts. They reserve it. So not all the services we used are pay-as-you-go;...
What needs improvement with Amazon Connect?
To improve the reporting, it would be beneficial to provide better visualization of the data. Currently, you typically have to take the data out into another service to make it readable and underst...
What is your experience regarding pricing and costs for Deepgram?
My experience with pricing, setup cost, and licensing is that pricing is seamless and customizable as needed. Currently, we use the growth plan. For enterprise, they offer a higher tier, so it is c...
What needs improvement with Deepgram?
Deepgram has a vast UI and a vast range of models, but there could be a simpler version for creating AI agents rather than providing a full-fledged platform for minimal use cases. It could be multi...
What is your primary use case for Deepgram?
My main use case for Deepgram is creating voice agents to automate the customer support part and reply to FAQs and customer queries. Deepgram has multiple models, speech to text and text to speech ...
 

Comparisons

 

Also Known As

AWS Connect
No data available
 

Overview

 

Sample Customers

Capital One, Intuit, Adobe, Siemens, LegalZoom, DXC technology, Rackspace, Bellhop, American Preparatory Academy, The University of Texas at Dallas, University of Auckland, Origin Energy, and others.
Information Not Available
Find out what your peers are saying about Amazon Connect vs. Deepgram and other solutions. Updated: June 2026.
908,800 professionals have used our research since 2012.