Dokku vs. Google Cloud Run

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Dokku
Score 10.0 out of 10
N/A
Dokku is an extensible, open-source Platform-as -a -Service that runs on a single server of your choice.N/A
Google Cloud Run
Score 8.7 out of 10
N/A
Google Cloud Run enables users to build and deploy scalable containerized apps written in any language (including Go, Python, Java, Node.js, .NET, and Ruby) on a fully managed platform. Cloud Run can be paired with other container ecosystem tools, including Google's Cloud Build, Cloud Code, Artifact Registry, and Docker. And it features out-of-the-box integration with Cloud Monitoring, Cloud Logging, Cloud Trace, and Error Reporting to ensure the health of an application.N/A
Pricing
DokkuGoogle Cloud Run
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
DokkuGoogle Cloud Run
Free Trial
NoYes
Free/Freemium Version
NoYes
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
DokkuGoogle Cloud Run
Features
DokkuGoogle Cloud Run
Platform-as-a-Service
Comparison of Platform-as-a-Service features of Product A and Product B
Dokku
8.6
1 Ratings
10% above category average
Google Cloud Run
-
Ratings
Scalability8.01 Ratings00 Ratings
Platform management overhead10.01 Ratings00 Ratings
Workflow engine capability7.01 Ratings00 Ratings
Platform access control10.01 Ratings00 Ratings
Services-enabled integration10.01 Ratings00 Ratings
Development environment creation8.01 Ratings00 Ratings
Development environment replication10.01 Ratings00 Ratings
Issue monitoring and notification7.01 Ratings00 Ratings
Issue recovery9.01 Ratings00 Ratings
Upgrades and platform fixes7.01 Ratings00 Ratings
Container Management
Comparison of Container Management features of Product A and Product B
Dokku
-
Ratings
Google Cloud Run
7.3
17 Ratings
11% below category average
Security and Isolation00 Ratings8.117 Ratings
Container Orchestration00 Ratings7.716 Ratings
Cluster Management00 Ratings6.41 Ratings
Storage Management00 Ratings2.71 Ratings
Resource Allocation and Optimization00 Ratings8.517 Ratings
Discovery Tools00 Ratings7.313 Ratings
Update Rollouts and Rollbacks00 Ratings8.216 Ratings
Self-Healing and Recovery00 Ratings8.614 Ratings
Analytics, Monitoring, and Logging00 Ratings8.017 Ratings
Best Alternatives
DokkuGoogle Cloud Run
Small Businesses
Vercel
Vercel
Score 9.3 out of 10
Portainer
Portainer
Score 9.8 out of 10
Medium-sized Companies
IBM Cloud Private
IBM Cloud Private
Score 9.6 out of 10
IBM Cloud Private
IBM Cloud Private
Score 9.6 out of 10
Enterprises
IBM Cloud Private
IBM Cloud Private
Score 9.6 out of 10
IBM Cloud Private
IBM Cloud Private
Score 9.6 out of 10
All AlternativesView all alternativesView all alternatives
User Ratings
DokkuGoogle Cloud Run
Likelihood to Recommend
9.0
(1 ratings)
8.5
(17 ratings)
Likelihood to Renew
-
(0 ratings)
9.0
(1 ratings)
Usability
-
(0 ratings)
7.8
(2 ratings)
Availability
-
(0 ratings)
8.0
(1 ratings)
Performance
-
(0 ratings)
8.0
(1 ratings)
Support Rating
5.0
(1 ratings)
-
(0 ratings)
Implementation Rating
-
(0 ratings)
8.0
(1 ratings)
Configurability
-
(0 ratings)
8.0
(1 ratings)
Contract Terms and Pricing Model
-
(0 ratings)
8.0
(1 ratings)
Product Scalability
-
(0 ratings)
8.0
(1 ratings)
Professional Services
-
(0 ratings)
8.0
(1 ratings)
Vendor post-sale
-
(0 ratings)
8.0
(1 ratings)
Vendor pre-sale
-
(0 ratings)
9.0
(1 ratings)
User Testimonials
DokkuGoogle Cloud Run
Likelihood to Recommend
Open Source
If you have your own in-house servers or have a cloud server with the freedom to configure any PaaS that you want, then Dokku is for you. So far, I have never run into a scenario where Dokku was not able to fit my needs, after deploying many different types of applications with varying frameworks, languages, and connected services. If you already have a PaaS available, however, Dokku may not be for you.
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Google
Microservices and RestFul API application as it is fast and reliant. Seamless integration with event triggers such as pubsub or event arc, so you can easily integrate that with usecases with file uploads, database changes, etc. Basically great with short-lived tasks, if however, you have long-running processses, Cloud Run might not be idle for this. For example if you have a long running data processing task, other solutions such as kubeflow pipelines or dataflow are more suited for this kind of tasks. Cloud Run is also stateless, so if you need memory, you will have to connect an external database.
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Pros
Open Source
  • Dockerfile deployments are an incredibly simple and straightforward way to spin up applications.
  • The docker-options plugin allows endless direct configuration of options passed to different docker lifecycle stages.
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Google
  • Auto scaling is the best one
  • provide direct VPC connectivity and rigid network
  • Cloud SQL and Pub/Sub services
  • Handling latency issues
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Cons
Open Source
  • Dokku might overreach on its assumptions about how you want to host your app, using its own VHOSTS plugin by default. This may be a pro or a con depending on what you want.
  • Proxy port configuration can be somewhat difficult, with Dokku resetting any pre-deployment configuration to "smart" defaults on the first deployment.
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Google
  • The UI can be made simpler. Currently the UI is bloated and it takes time to find out what you want
  • More integrations with container registry providers (ECR, dockerhub)
  • Better permissions UX. Currently GCP requires service accounts to be used with cloud products, the experience adding/removing permissions is difficult to navigate
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Likelihood to Renew
Open Source
No answers on this topic
Google
We definitely need to renew it because we dont own our own infrastructure and storage and we are happy with Cloud Run features
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Usability
Open Source
No answers on this topic
Google
The UI/console is great... the documentation is top-notch for developers, but the CLI itself when you have to script around it is very complex and easy to forget some options... the downside of a generic command line client.
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Reliability and Availability
Open Source
No answers on this topic
Google
Not seen any major issues when we run applications its good
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Performance
Open Source
No answers on this topic
Google
Initially we felt slow but slowly it picked up and easy to manage
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Support Rating
Open Source
Dokku is incredibly well documented and also takes advantage of the documentation and community of Heroku, being essentially the same thing, but in the case that you encounter an actual bug or issue, it can take time for a fix to make it into a new version. Since you manage Dokku yourself, there is no support team to call for help.
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Google
No answers on this topic
Implementation Rating
Open Source
No answers on this topic
Google
I was involved in the initial implementation setup, Its easy with the given documentaiton we can do ourself. Not that critical
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Alternatives Considered
Open Source
Dokku is essentially the same thing as Heroku, except maintained by you on the platform of your choice. If you have any experience using Heroku, then you will feel right at home using Dokku. Dokku is an entirely free to use PaaS, requiring only that you have a platform to deploy it on, making it far more versatile than Heroku in my opinion.
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Google
AWS Lambda supports code zip package, enabling lower cold start time. Also, AWS Lambda pricing is much simpler, easier to understand.
Other than that, the 2 products are very similar, including the Docker image support: the image must be built based on proprietary base image.
Obviously, if your other services are running in GCP, then Google Cloud Run is your only choice for tight integration, & private networking.
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Contract Terms and Pricing Model
Open Source
No answers on this topic
Google
Not part of purchase.
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Scalability
Open Source
No answers on this topic
Google
It has good auto scale feature and reliable also
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Professional Services
Open Source
No answers on this topic
Google
We have very good support when needed
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Return on Investment
Open Source
  • Since there's no investment besides a little time to set up, the return has been overwhelmingly positive.
  • Deploying a new app is incredibly quick and easy.
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Google
  • Built in support for auto scaling helps reduce operational overhead
  • Any application performance issues can be addressed quickly by allocating more resources while a proper fix can be planned and rolled out later
  • Using Google Cloud Run enables development of microservices which provides granular control for scaling critical services in the platform
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ScreenShots