Amazon Elastic Compute Cloud (EC2) vs. Amazon Web Services vs. Google Cloud AI

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Amazon Elastic Compute Cloud (EC2)
Score 8.8 out of 10
N/A
Amazon Elastic Compute Cloud (Amazon EC2) is a web service that provides secure, resizable compute capacity in the cloud. Users can launch instances with a variety of OSs, load them with custom application environments, manage network access permissions, and run images on multiple systems.
$0.01
per IP address with a running instance per hour on a pro rata basis
Amazon Web Services
Score 8.5 out of 10
N/A
Amazon Web Services (AWS) is a subsidiary of Amazon that provides on-demand cloud computing services. With over 165 services offered, AWS services can provide users with a comprehensive suite of infrastructure and computing building blocks and tools.
$100
per month
Google Cloud AI
Score 8.4 out of 10
N/A
Google Cloud AI provides modern machine learning services, with pre-trained models and a service to generate tailored models.N/A
Pricing
Amazon Elastic Compute Cloud (EC2)Amazon Web ServicesGoogle Cloud AI
Editions & Modules
Data Transfer
$0.00 - $0.09
per GB
On-Demand
$0.0042 - $6.528
per Hour
EBS-Optimized Instances
$0.005
per IP address with a running instance per hour on a pro rata basis
Carrier IP Addresses
$0.005 - $0.10
T4g Instances
$0.04
per vCPU-Hour Linux, RHEL, & SLES
T2, T3 Instances
$0.05 ($0.096)
per vCPU-Hour Linux, RHEL, & SLES (Windows)
Free Tier
$0
per month
Basic Environment
$100 - $200
per month
Intermediate Environment
$250 - $600
per month
Advanced Environment
$600-$2500
per month
No answers on this topic
Offerings
Pricing Offerings
Amazon Elastic Compute Cloud (EC2)Amazon Web ServicesGoogle Cloud AI
Free Trial
NoYesNo
Free/Freemium Version
NoYesNo
Premium Consulting/Integration Services
NoNoNo
Entry-level Setup FeeNo setup feeNo setup feeNo setup fee
Additional DetailsAWS allows a “save when you commit” option that offers lower prices when you sign up for a 1- or 3- year term that includes an AWS service or category of services.
More Pricing Information
Community Pulse
Amazon Elastic Compute Cloud (EC2)Amazon Web ServicesGoogle Cloud AI
Considered Multiple Products
Amazon Elastic Compute Cloud (EC2)
Chose Amazon Elastic Compute Cloud (EC2)
We have been using EC2 for so much longer, that even though we use Azure's other features and services more then the equivalent AWS features and services, we don't usually go for Azure's VM offerings first over EC2. I guess that that means this recommendation is mostly based …
Chose Amazon Elastic Compute Cloud (EC2)
Amazon Elastic Compute Cloud (EC2) for me is the easy choice for servers. There are so many tools out there, specifically terraform and packer, that allow easy integration with EC2. It is great for any sized company. I have also used Google and Digital Ocean, but my first …
Chose Amazon Elastic Compute Cloud (EC2)
AWS is by far the most mature platform, but others are catching up. We will be keeping a close eye on the competition and using them whenever they're a better fit for the workload than AWS.
Chose Amazon Elastic Compute Cloud (EC2)
It is better than other products in terms of their support team, documentation and initially, you can set up your services almost without paying anything. Apart from them, AWS services do have the best availability in any region in compared to other cloud products available …
Chose Amazon Elastic Compute Cloud (EC2)
When it comes to AWS EC2, the technical aspects are about equal to many of the other cloud services, but where AWS EC2 shines at is its management, and growth capabilities. You can start your web based business using AWS for literally zero start-up costs: you use the same …
Amazon Web Services
Chose Amazon Web Services

Better global availability and use across industries.
AWS has a great ecosystem of experts, developers, solution architects and it helps to get to know them at various AWS events across the world
Chose Amazon Web Services
Amazon Web Services fits best for all levels of organisations like startup, mid level or enterprise. The services are easy to use and doesn't require a high level of understanding as you can learn via blogs or youtube videos. AWS is Reasonable in cost as the plan is pay as you …
Chose Amazon Web Services
AWS provides a vast array of services and, compared to Microsoft Azure licensing costs, is a cheaper alternative.
Chose Amazon Web Services
OCI and Google Compute Engine are a bit cheaper than AWS but AWS has better chargeback and more granular monitoring of various KPIs. But at the same time, AWS has a learning curve while GCE especially is much easier to use. Microsoft Azur has a much better partner and developer …
Chose Amazon Web Services
Azure is the other product that we have used for some of our clients. In certain places Azure was very competitively priced and clients chose to go with Azure as a platform. Billing by the minute is definitely a competitive advantage in certain cases. AWS pricing structures …
Google Cloud AI

No answer on this topic

Features
Amazon Elastic Compute Cloud (EC2)Amazon Web ServicesGoogle Cloud AI
Infrastructure-as-a-Service (IaaS)
Comparison of Infrastructure-as-a-Service (IaaS) features of Product A and Product B
Amazon Elastic Compute Cloud (EC2)
8.8
27 Ratings
7% above category average
Amazon Web Services
8.4
78 Ratings
2% above category average
Google Cloud AI
-
Ratings
Service-level Agreement (SLA) uptime9.525 Ratings9.172 Ratings00 Ratings
Dynamic scaling9.226 Ratings8.873 Ratings00 Ratings
Elastic load balancing9.625 Ratings9.369 Ratings00 Ratings
Pre-configured templates8.726 Ratings7.166 Ratings00 Ratings
Monitoring tools8.225 Ratings8.473 Ratings00 Ratings
Pre-defined machine images8.625 Ratings8.366 Ratings00 Ratings
Operating system support8.526 Ratings7.972 Ratings00 Ratings
Security controls8.626 Ratings8.674 Ratings00 Ratings
Automation8.216 Ratings8.325 Ratings00 Ratings
Best Alternatives
Amazon Elastic Compute Cloud (EC2)Amazon Web ServicesGoogle Cloud AI
Small Businesses
DigitalOcean Droplets
DigitalOcean Droplets
Score 9.4 out of 10
DigitalOcean Droplets
DigitalOcean Droplets
Score 9.4 out of 10
InterSystems IRIS
InterSystems IRIS
Score 8.0 out of 10
Medium-sized Companies
SAP on IBM Cloud
SAP on IBM Cloud
Score 9.0 out of 10
SAP on IBM Cloud
SAP on IBM Cloud
Score 9.0 out of 10
Posit
Posit
Score 10.0 out of 10
Enterprises
SAP on IBM Cloud
SAP on IBM Cloud
Score 9.0 out of 10
SAP on IBM Cloud
SAP on IBM Cloud
Score 9.0 out of 10
Posit
Posit
Score 10.0 out of 10
All AlternativesView all alternativesView all alternativesView all alternatives
User Ratings
Amazon Elastic Compute Cloud (EC2)Amazon Web ServicesGoogle Cloud AI
Likelihood to Recommend
8.9
(73 ratings)
8.0
(90 ratings)
8.0
(7 ratings)
Likelihood to Renew
-
(0 ratings)
9.4
(10 ratings)
10.0
(1 ratings)
Usability
9.2
(11 ratings)
7.8
(21 ratings)
8.0
(2 ratings)
Availability
-
(0 ratings)
9.0
(1 ratings)
-
(0 ratings)
Support Rating
8.5
(12 ratings)
7.2
(24 ratings)
7.3
(3 ratings)
Online Training
-
(0 ratings)
7.0
(1 ratings)
-
(0 ratings)
Implementation Rating
-
(0 ratings)
10.0
(3 ratings)
10.0
(1 ratings)
User Testimonials
Amazon Elastic Compute Cloud (EC2)Amazon Web ServicesGoogle Cloud AI
Likelihood to Recommend
Amazon AWS
Suitable for companies that are looking for performance at a competitive price, flexibility to switch instance type even with RI, flexibility to add-on IOPS, option to lower running cost with the regular introduction of new instance type that comes with higher performance but at a lower cost.
Read full review
Amazon AWS
This is something that is actually common across most cloud providers. A comprehensive understanding of one's use cases, constraints and future directions is key to determining if you even need a cloud solution. If you are a 2-person startup developing something with a best-scenario audience of 1k DAU in a year, you would very likely best served by a dirt-cheap dedicated Linux server somewhere (and your options to graduate to a cloud solution will still be open). If, however, you are a bigger fish, and/or you are actively considering build-vs-buy decisions for complicated, highly-loaded, six-figure requests per minute systems, global loadbalancing, extreme growth projections - then MAYBE you solve all or part of it with a cloud provider. And depending on your taste for risk, reliability, flexibility, track record - it might be AWS.
Read full review
Google
Google Cloud AI is a wonderful product for companies that are looking to offset AI and ML processing power to cloud APIs, and specific Machine Learning use cases to APIs as well. For companies that are looking for very specific, customized ML capabilities that require lots of fine-tuning, it may be better to do this sort of processing through open-source libraries locally, to offset the costs that your company might incur through this API usage.
Read full review
Pros
Amazon AWS
  • Huge Diverse range of machine shapes are available which cater to our demand.
  • Ability to combine the machines and integrate them with any other service in AWS (Ex: RDS, S3)
  • Handling performance and scalability using auto-scaling, ELB configuration and high performance machine shapes.
Read full review
Amazon AWS
  • During the month-end, we experience high resource utilization; however, with AWS's scalability, we can effectively tackle the peak load.
  • With AWS IAM, we don't need to set up complete infrastructure for identity and access management, as AWS provides end-to-end IAM services.
  • With AWS, development has become very easy as it's very quick to spin up and destroy the environment, which saves costs.
Read full review
Google
  • good conversion from the voice to the text
  • speed in the conversion from voice to text
  • time-saving in the conversion activity
  • analysis of the results of the conversion in real time
Read full review
Cons
Amazon AWS
  • The choices on AMIs, instance types and additional configuration can be overwhelming for any non-DevOps person.
  • The pricing information should be more clear (than only providing the hourly cost) when launching the instance. AWS DynamoDB gives an estimated monthly cost when creating tables, and I would love to see similar cost estimation showing on EC2 instances individually, as not all developers gets access to the actual bills.
  • The term for reserving instances are at least 12 months. With instance types changing so fast and better instances coming out every other day, it's really hard to commit to an existing instance type for 1 or more years at a time.
Read full review
Amazon AWS
  • When there is any misconfiguration of EC2 related to SSM Connect. It doesn't clearly states that what particular configuration is missing.
  • Debugging networking related issues could be improved.
  • From the security group page, it's difficult to determine which resource a security group is associated with.
Read full review
Google
  • Some of the build in/supported AI modules that can be deployed, for example Tensorflow, do not have up-to-date documentation so what is actually implemented in the latest rev is not what is mentioned in the documentation, resulting in a lot of debugging time.
  • Customization of existing modules and libraries is harder and it does need time and experience to learn.
  • Google Cloud AI can do a better job in providing better support for Python and other coding languages.
Read full review
Likelihood to Renew
Amazon AWS
No answers on this topic
Amazon AWS
We are almost entirely satisfied with the service. In order to move off it, we'd have to build for ourselves many of the services that AWS provides and the cost would be prohibitive. Although there are cost savings and security benefits to returning to the colo facility, we could never afford to do it, and we'd hate to give up the innovation and constant cycle of new features that AWS gives us.
Read full review
Google
We are extremely satisfied with the impact that this tool has made on our organization since we have practically moved from crawling to walking in the process of generating information for our main task to investigate in the field through interviews. With the audio to text translation tool there is a difference from heaven to earth in the time of feeding our internal data.
Read full review
Usability
Amazon AWS
You an start using EC2 instances immediately, is so easy and intuitive to start using them, EC2 has wizard to create the EC2 instances in the web browser or if you are code savvy you can create them with simple line in the CLI or using an SDK. Once you are comfortable using EC2, you can even automate the process.
Read full review
Amazon AWS
AWS offers a wide range of powerful services that cater to various business needs which is significant strength. The ability to scale resources on-demand is a major advantage making it suitable for businesses of all sizes. The sheer volume of options and configurations can be overwhelming for new users leading to a steep learning curve. While functional the AWS management console can feel cluttered and less intuitive compared to some competitors which can hinder navigation. Although some documentation lacks clarity and practical examples which can frustrate users trying to implement specific solutions.
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Google
I give 8 because although it´s a tool I really enjoy working with, I think Google Cloud AI's impact is just starting, therefore I can visualize a lot/space of improvements in this tool. As an example the application of AI in international environments with different languages is a good example of that space/room to improve.
Read full review
Reliability and Availability
Amazon AWS
No answers on this topic
Amazon AWS
Availability is very good, with the exception of occasional spectacular outages.
Read full review
Google
No answers on this topic
Performance
Amazon AWS
No answers on this topic
Amazon AWS
AWS does not provide the raw performance that you can get by building your own custom infrastructure. However, it is often the case that the benefits of specialized, high-performance hardware do not necessarily outweigh the significant extra cost and risk. Performance as perceived by the user is very different from raw throughput.
Read full review
Google
No answers on this topic
Support Rating
Amazon AWS
AWS's support is good overall. Not outstanding, but better than average. We have had very little reason to engage with AWS support but in our limited experience, the staff has been knowledgeable, timely and helpful. The only negative is actually initiating a service request can be a bit of a pain.
Read full review
Amazon AWS
The customer support of Amazon Web Services are quick in their responses. I appreciate its entire team, which works amazingly, and provides professional support. AWS is a great tool, indeed, to provide customers a suitable way to
immediately search for their compatible software's and also to guide them in a
good direction. Moreover, this product is a good suggestion for every type of
company because of its affordability and ease of use.
Read full review
Google
Every rep has been nice and helpful whenever I call for help. One of the systems froze and wouldn't start back up and with the help of our assigned rep we got everything back up in a timely manner. This helped us not lose customers and money.
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Implementation Rating
Amazon AWS
No answers on this topic
Amazon AWS
The API's were very well documented and was Janova's main point of entry into the services.
Read full review
Google
In fact, you only need the basic tech knowledge to do a Google search. You need to know if your organization requires it or not,. our organization required it. And that is why we acquired it and solved a need that we had been suffering from. This is part of the modernization of an organization and part of its growth as a company.
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Alternatives Considered
Amazon AWS
Amazon EC2 is super flexible compared to the PaaS offerings like Heroku Platform and Google App Engine since with Amazon EC2, we have access to the terminal. In terms of pricing, it's basically just the same as Google Compute Engine. The deciding factor is Amazon EC2's native integration with other AWS services since they're all in the same cloud platform.
Read full review
Amazon AWS
Amazon Web Services fits best for all levels of organisations like startup, mid level or enterprise. The services are easy to use and doesn't require a high level of understanding as you can learn via blogs or youtube videos. AWS is Reasonable in cost as the plan is pay as you use.
Read full review
Google
These are basic tools although useful, you can't simply ignore them or say they are not good. These tools also have their own values. But, Yes, Google is an advanced one, A king in the field of offering a wide range of tools, quality, speed, easy to use, automation, prebuild, and cost-effective make them a leader and differentiate them from others.
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Return on Investment
Amazon AWS
  • It reduced the need for heavy on-premises instances. Also, it completely eliminates maintenance of the machine. Their SLA criteria are also matching business needs. Overall IAAS is the best option when information is not so crucial to post on the cloud.
  • It makes both horizontal and vertical scaling really easy. This keeps your infrastructure up and running even while you are increasing the capacity or facing more traffic. This leads to having better customer satisfaction.
  • If you do not choose your instance type suitable for your business, it may incur lots of extra costs.
Read full review
Amazon AWS
  • Using Amazon Web Services has allowed us to develop and deploy new SAAS solutions quicker than we did when we used traditional web hosting. This has allowed us to grow our service offerings to clients and also add more value to our existing services.
  • Having AWS deployed has also allowed our development team to focus on delivering high-quality software without worrying about whether our servers will be able to handle the demand. Since AWS allows you to adjust your server needs based on demand, we can easily assign a faster server instance to ease and improve service without the client even knowing what we did.
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Google
  • Artificial intelligence and automation seems 'free' and draws the organization in, without seeming to spend a lot of funds. A positive impact, but who is actually tracking the cost?
  • We want our employees to use it, but many resist technology or are scared of it, so we need a way to make them feel more comfortable with the AI.
  • The ROI seems positive since we are full in with Google, and the tools come along with the functionality.
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ScreenShots