Apache MXNet on AWS vs. DigitalOcean Droplets

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Apache MXNet on AWS
Score 10.0 out of 10
N/A
Apache MXNet is described by AWS as a fast and scalable training and inference framework with an easy-to-use, concise API for machine learning. While open source, MxNet on AWS presents users with a fully-managed experience using Amazon SageMaker to train ML models, or AWS Deep Learning AMIs to build ML workflows.N/A
DigitalOcean Droplets
Score 8.7 out of 10
N/A
DigitalOcean's Droplets is designed to help the user spin up a virtual machine in just 55 seconds. Standard, General Purpose, CPU-Optimized, or Memory-Optimized configurations provide flexibility to build, test, and grow an app from startup to scale.
$4
per month
Pricing
Apache MXNet on AWSDigitalOcean Droplets
Editions & Modules
No answers on this topic
Basic
$4
per month
CPU-Optimized
$42
per month
General Purpose
$63
per month
Memory-Optimized
$84
per month
Storage-Optimized
$131
per month
Offerings
Pricing Offerings
Apache MXNet on AWSDigitalOcean Droplets
Free Trial
NoNo
Free/Freemium Version
NoNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional DetailsPricing for DigitalOcean Droplets varies depending on the size of the virtual environment and the associated data needs.
More Pricing Information
Community Pulse
Apache MXNet on AWSDigitalOcean Droplets
User Ratings
Apache MXNet on AWSDigitalOcean Droplets
Likelihood to Recommend
-
(0 ratings)
9.9
(0 ratings)
User Testimonials
Apache MXNet on AWSDigitalOcean Droplets
Likelihood to Recommend
No answers on this topic
There are some other platforms that compete with DigitalOcean Droplets that have more performant servers for a very minimal price decrease. However, DigitalOcean's servers still have great performance, and the experience is better when you consider the developer console, managed options, and uptime that DigitalOcean offers. DigitalOcean is the better all-around package.
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Pros
No answers on this topic
  • Simplicity to scale services--the interface is very quick and effective to use
  • Reliability--this is key for us, as any downtime effects our reputation
  • Keeps the costs down--hosting our own equivalent infrastructure would cost a lot more
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Cons
No answers on this topic
  • In terms of an availability zone, they have limitations not available in most of the geographical locations.
  • No live support is available which can cause problem if you have outage.
  • Number of service is quite limited.
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Usability
No answers on this topic
Other platforms dashboard console is more difficult to use. DigitalOcean's dashboard is clean, simple, and straightforward
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Alternatives Considered
No answers on this topic
DigitalOcean Droplets has more advanced options and the devs at our team are extremely geeky and they prefer to have full control on the server via SSH rather than cPanel.
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Return on Investment
No answers on this topic
  • Digital Ocean has been great helping us move web apps to the cloud
  • Digital Ocean has been really helpful when hiring contractors
  • The interface could use some work, but overall its not terrible
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