AWS Compute Optimizer vs Amazon EC2 comparison

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Amazon Web Services (AWS) Logo
2,594 views|1,667 comparisons
98% willing to recommend
Amazon Web Services (AWS) Logo
151 views|61 comparisons
100% willing to recommend
Comparison Buyer's Guide
Executive Summary

We performed a comparison between Amazon EC2 and AWS Compute Optimizer based on real PeerSpot user reviews.

Find out what your peers are saying about Amazon Web Services (AWS), Apache, Zadara and others in Compute Service.
To learn more, read our detailed Compute Service Report (Updated: April 2024).
767,995 professionals have used our research since 2012.
Featured Review
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The amount of bandwidth has been most valuable.""We don't have to worry about scalability issues or maintenance or security. It's all taken care of.""What I found most valuable in Amazon EC2 is that you only pay for what you use, versus an on-premise deployment that requires you to pay for the cost of the server. When it's on-premise, you'll need to meet more specifications and requirements, and the purchasing process even takes time. As Amazon EC2 is cloud-based, you'll only pay when you use the service.""The ability to bring up servers and then do the computation and deposit means we don't have to maintain a data center. Everything is virtual and the security is also taken care of. It helps us to achieve compliance. Being a small startup with the security features that AWS provides helps us with compliance.""The scalability of Amazon EC2 is good. However, the stability can depend on what service I am using.""I use it for NextCloud and for developer purposes.""The ethernet configuration is stable and the product is reliable.""The most important aspects are that the solution is scalable and easy to manage."

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"I find the solution's scaling capability to be an important benefit. You can scale it vertically or horizontally, i.e., you can upgrade the hardware or clone the machine. The solution is also easy to manage and flexible. Additionally, you get some layers of security without paying for it."

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Cons
"The GUI used to deploy EC2 must be improved.""The ease of migrating applications could be improved.""Lacks sufficient tools to help users minimize their costs.""am concerned about the tool's data security.""The tool’s stability could be better.""We're expecting to have Graviton instances. Graviton means it's not internal, it's a low-cost instance. At present time, Graviton is not supported for a few packages.""The initial deployment was complex.""One of the challenges is the AMI upgrades."

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"I have two areas of improvement to comment on. Most of the product names in AWS are not indicative of what they are doing. Moreover, AWS is not organized and you do not have the full platform with you. It is hard to know some AWS services."

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Pricing and Cost Advice
  • "Pricing appears to be cheap, however, it is extremely difficult in calculating what something will cost."
  • "It has helped to reduce costs with infrastructure."
  • "EC2 pricing is somewhat transparent, in that AWS provides pricing for all instance types. However, the number of pricing options can be confusing."
  • "For our usage, the cost is approximately $20,000 to $23,000 per month."
  • "There is a license required to use this solution and we pay on a monthly basis."
  • "The price is reasonable, but there is definitely an opportunity to lower it in instances which are of a higher configuration, because they have been typically used for the long term."
  • "Amazon EC2 has a pay-as-you-use cost model."
  • "The clients have found the billing of Amazon EC2 good, but the price could be less high. There is a monthly subscription to use the solution."
  • More Amazon EC2 Pricing and Cost Advice →

  • "I find the solution's pricing reasonable. You need to pay extra for IP and other miscellaneous costs."
  • More AWS Compute Optimizer Pricing and Cost Advice →

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    Questions from the Community
    Top Answer:Amazon EC2 is really reliable and provides great flexibility.
    Top Answer:The solution has different pricing models, and its cost differs when you purchase it for one year or three years.
    Top Answer:The solution’s pricing and downtimes could be improved. I would like to have a better pricing model for Amazon EC2 instances because it comes with different pricing models. The solution's cost differs… more »
    Top Answer:I find the solution's scaling capability to be an important benefit. You can scale it vertically or horizontally, i.e., you can upgrade the hardware or clone the machine. The solution is also easy to… more »
    Top Answer:I find the solution's pricing reasonable. You need to pay extra for IP and other miscellaneous costs.
    Top Answer:I have two areas of improvement to comment on. Most of the product names in AWS are not indicative of what they are doing. Moreover, AWS is not organized and you do not have the full platform with… more »
    Ranking
    4th
    out of 16 in Compute Service
    Views
    2,594
    Comparisons
    1,667
    Reviews
    46
    Average Words per Review
    347
    Rating
    8.6
    10th
    out of 16 in Compute Service
    Views
    151
    Comparisons
    61
    Reviews
    1
    Average Words per Review
    463
    Rating
    8.0
    Comparisons
    Also Known As
    Amazon Elastic Compute Cloud, EC2
    Learn More
    Overview

    Amazon Elastic Compute Cloud (Amazon EC2) is a web service that provides secure, resizable compute capacity in the cloud. It is designed to make web-scale cloud computing easier for developers.

    Amazon EC2’s simple web service interface allows you to obtain and configure capacity with minimal friction. It provides you with complete control of your computing resources and lets you run on Amazon’s proven computing environment. Amazon EC2 reduces the time required to obtain and boot new server instances to minutes, allowing you to quickly scale capacity, both up and down, as your computing requirements change. Amazon EC2 changes the economics of computing by allowing you to pay only for capacity that you actually use. Amazon EC2 provides developers the tools to build failure resilient applications and isolate them from common failure scenarios.

    AWS Compute Optimizer recommends optimal AWS Compute resources for your workloads to reduce costs and improve performance by using machine learning to analyze historical utilization metrics. Over-provisioning compute can lead to unnecessary infrastructure cost and under-provisioning compute can lead to poor application performance. Compute Optimizer helps you choose the optimal Amazon EC2 instance types, including those that are part of an Amazon EC2 Auto Scaling group, based on your utilization data.

    By applying the knowledge drawn from Amazon’s own experience running diverse workloads in the cloud, Compute Optimizer identifies workload patterns and recommends optimal compute resources. Compute Optimizer analyzes the configuration and resource utilization of your workload to identify dozens of defining characteristics, for example, if a workload is CPU-intensive, or if it exhibits a daily pattern or if a workload accesses local storage frequently. The service processes these characteristics and identifies the hardware resource headroom required by the workload. Compute Optimizer infers how the workload would have performed on various hardware platforms (e.g. Amazon EC2 instances types) and offers recommendations.

    Sample Customers
    Netflix, Expedia, TimeInc., Novaris, airbnb, Lamborghini
    Expedia, Intuit, Royal Dutch Shell, Brooks Brothers
    Top Industries
    REVIEWERS
    Computer Software Company32%
    Financial Services Firm16%
    Comms Service Provider12%
    Government8%
    VISITORS READING REVIEWS
    Financial Services Firm20%
    Computer Software Company18%
    Educational Organization7%
    Manufacturing Company6%
    No Data Available
    Company Size
    REVIEWERS
    Small Business45%
    Midsize Enterprise16%
    Large Enterprise38%
    VISITORS READING REVIEWS
    Small Business20%
    Midsize Enterprise12%
    Large Enterprise68%
    No Data Available
    Buyer's Guide
    Compute Service
    April 2024
    Find out what your peers are saying about Amazon Web Services (AWS), Apache, Zadara and others in Compute Service. Updated: April 2024.
    767,995 professionals have used our research since 2012.

    Amazon EC2 is ranked 4th in Compute Service with 56 reviews while AWS Compute Optimizer is ranked 10th in Compute Service with 1 review. Amazon EC2 is rated 8.6, while AWS Compute Optimizer is rated 8.0. The top reviewer of Amazon EC2 writes "Highly stable, is auto-scaling, and can be utilized in under five minutes". On the other hand, the top reviewer of AWS Compute Optimizer writes "Easy to manage, flexible, and has good scaling options". Amazon EC2 is most compared with AWS Fargate, AWS Lambda, Apache Spark, Apache NiFi and AWS Batch, whereas AWS Compute Optimizer is most compared with .

    See our list of best Compute Service vendors.

    We monitor all Compute Service reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.