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Google Cloud Run vs Google Cloud Pub/Sub

Discover how Google Cloud Run compares to Google Cloud Pub/Sub, and understand which is right for your use case, based on dimensions such as core features, pricing, reliability, and scalability.

Google Cloud Run

What is Google Cloud Run?

Google Cloud Run is a serverless platform that allows developers to deploy containerized applications with real-time communication capabilities using Websockets. It uses Google's highly scalable infrastructure, providing automatic scaling, high availability, and easy integration with other GCP services and products.

Suitable for:

  • Delivery tracking systems
  • Live auctions or bidding systems
  • Chat applications
  • Gaming apps
  • Collaborative tools

Not suitable for:

  • Heavy computational jobs
  • Legacy monoliths
  • Low-budget projects
  • Offline-first apps
  • Long-running processes

Pros:

  • Auto-scaling
  • Easy to deploy
  • High availability
  • Easy integration with Google products

Cons:

  • Limited customization
  • Cost with scale
  • Learning curve
  • Max of 250 concurrent requests

What is Google Cloud Pub/Sub?

Google Cloud Pub/Sub is a real-time messaging service. Pub/Sub is used for asynchronous messaging between different systems, and services, within your applications. It enables developers to build robust and scalable real-time applications.

Suitable for:

  • Chat applications
  • Realtime analytics
  • IoT data ingestion
  • Log aggregations
  • Online collaboration applications

Not suitable for:

  • Stateful applications

Pros:

  • Highly scalable
  • Easy to use
  • Integrates with Google Cloud's ecosystem
  • Reliable

Cons:

  • Cost can escalate quickly
  • Vendor lock-in
  • Debugging can be challenging
  • Limited retention time
  • Lack of configuration control
  • Isolated service

Compare Google Cloud Run and Google Cloud Pub/Sub

Let’s compare Google Cloud Run and Google Cloud Pub/Sub, looking at key dimensions such as their core features, pricing, integrations, QoS, performance, and security and compliance.

Disclaimer:This comparison was created based on documentation and resources freely available online about Google Cloud Run and Google Cloud Pub/Sub. The content was last updated on 29 Jul 2024 for Google Cloud Run and on 1 Aug 2024 for Google Cloud Pub/Sub. Be sure to double-check everything before you make any decisions. If you do find anything incorrect or out of date, then please contact us.

Core features
Pub/Sub messaging

Reduces communication code complexity, simplifying the process of building highly functional and architecturally complex realtime apps.

Google Cloud Run

Yes

WebSockets services deployed on Cloud Run can integrate with Google Cloud Memorystore for Redis, which has Pub/Sub features.

Read more
Google Cloud Pub/Sub

Yes

Chat capabilities

Accelerates the time to implement rich chat experiences with features such as read receipts, typing indicators, and more.

Google Cloud Run
Google Cloud Pub/Sub

No

Chat features such as group chat, emojis, and file sharing are not supported by Google Pub/Sub out of the box, which is intended to be used for service-to-service communication.

Collaboration capabilities

Enables you to quickly integrate realtime collaborative features like live cursors, member location, avatar stacks, and component locking.

Google Cloud Run

Yes

Realtime collaboration features such as live cursor and profile stacks can be built using Cloud Run's Google Cloud Memorystore for Redis, and Google Firestore for storage.

Google Cloud Pub/Sub

No

Google Pub/Sub recommends using other Google services like Firebase Realtime database to build applications that require functionalities like collaboration.

Read more
State sync capabilities

Enables realtime data synchronization across devices and users, ensuring a cohesive and up-to-date user experience.

Google Cloud Run

Yes

Google Cloud Pub/Sub

No

Google Pub/Sub does not support a state sync feature out of the box, but this can be achieved in combination with a realtime database.

Presence

Maintaining a view of which users are connected, and their associated metadata, enables their online status to be updated in realtime.

Google Cloud Run

No

Google Cloud Pub/Sub

No

Occupancy

High-level metrics about the clients currently connected to a channel make it simple to show things such as connected user count, or display which channels are the most popular.

Google Cloud Run

No

Google Cloud Pub/Sub

Yes

Google Pub/Sub provides monitoring dashboards that can be used to monitor subscriptions. Subscriptions can also be monitored through the Cloud Monitoring API.

Read more
Message interactions

Enables interaction with previously-sent messages, facilitating the implementation of features like message reactions and threads.

Google Cloud Run

No

Google Cloud Pub/Sub

No

Message history

Enables clients to catch up on missed messages when inactive, ensuring a user doesn’t miss any important messages.

Google Cloud Run

Partial

To build a message history feature, you will have to integrate with a database like Cloud Firestore for the storage of messages.

Read more
Google Cloud Pub/Sub

No

Pub/Sub can't retrieve acknowledged messages. You can use the Seek feature to mark them as unacknowledged and redeliver them or delete unacknowledged messages.

Read more
Push notifications

Cross-platform push notifications make it possible to deliver important and timely messages to users even when they’re inactive.

Google Cloud Run

No

Cloud Run does not natively support push notifications.

Google Cloud Pub/Sub

Yes

You can create a push subscription workflow for push notifications using Google Pub/Sub.

Read more
Message delta compression

Minimizes bandwidth and can reduce latency, particularly in scenarios where continuous updates are sent.

Google Cloud Run

No

Google Cloud Pub/Sub

No

Programmatic management

Enables the automation of provisioning, management, and testing of service resources, simplifying integration with existing development workflows such as CI.

Google Cloud Run

Yes

Google Cloud Pub/Sub

Yes

Pricing
Free plan

With a free plan, you can test the service’s functionality and compatibility with your project before committing to a paid plan.

Google Cloud Run

Yes

Google Cloud Pub/Sub

No

Pricing model

The pricing model should align with your project's expected load, usage patterns, and budget in order to be cost-effective and efficient.

Google Cloud Run

Could Run has a free tier and two paid tiers of usage-based pricing, based the number of CPU, memory, and requests used.

Read more
Google Cloud Pub/Sub

Google Pub/Sub has usage-based pricing, based the number of published, delivered, and stored bytes.

Read more
Integrations & interoperability
SDKs

Supporting multiple languages and platforms offers greater flexibility when building cross-platform realtime apps.

Google Cloud Run
  • Python
  • Java
  • Node.js
  • Go
  • .NET
  • Ruby
  • PHP
Google Cloud Pub/Sub
  • C++
  • C#
  • Go
  • Java
  • Node.js
  • PHP
  • Python
  • Ruby
Supported realtime protocols

Support for multiple protocols provides the flexibility to choose a protocol that best suits your project’s requirements.

Google Cloud Run
  • WebSockets
Google Cloud Pub/Sub

None.

Google Pub/Sub does not natively support any real-time protocols. However, you can implement WebSockets using other Google services like Google's Compute Engine.

Serverless functions

Enables integration with third-party cloud providers by facilitating the execution of custom code against messages to perform business logic like on-the-fly translation.

Google Cloud Run
  • Google Cloud Functions
Google Cloud Pub/Sub
  • Google Cloud Functions
Streaming & queueing

Provides a dependable method to reroute messages from the service to third-party streams and queues for further processing.

Google Cloud Run

Yes

Google Cloud Pub/Sub

Yes

Observability services

Enables realtime monitoring and troubleshooting by offering insights into service behavior directly in your observability platform of choice.

Google Cloud Run

Yes

Google Cloud Monitoring provides tools for observing services deployed on Cloud Run. You can use the service to build charts and dashboards.

Read more
Google Cloud Pub/Sub

Yes

The Google Monitoring, Alerting and Logging integration provides observability services.

Read more
CI/CD tools

Makes it possible to provision and configure service infrastructure as part of a CI or CD pipeline, enabling repeatable and reliable deployments.

Google Cloud Run

Yes

Supports:

  • Google Cloud Build
Google Cloud Pub/Sub

Yes

Supports:

  • Jenkins
  • Google Cloud Build
Quality of Service
Scalability

Scalability is vital as it ensures the service can handle increased data load or users without compromising performance.

Google Cloud Run

In Cloud Run, each revision automatically scales to the necessary number of instances to handle incoming requests, events, or CPU utilization, and scales down to zero instances when there is no traffic.

Google Cloud Pub/Sub

Google Pub/Sub is built to be scalable and reliable. Google uses the service for their products to send billions of messages per day. You can read more about their architecture and limitations in their documentation.

Guaranteed message delivery

Ensures messages are never lost during transmission, even in the presence of network disruptions.

Google Cloud Run

No

Cloud Run doesn't guarantee message deliverability as it can scale to zero instances when traffic drops, interrupting WebSocket connections.

Google Cloud Pub/Sub

Yes

Guaranteed message ordering

Maintains the sequence of messages as they were sent. This is particularly important in apps where the chronological order of messages is essential for meaningful communication.

Google Cloud Run

No

Cloud Run doesn't guarantee message ordering for WebSockets, as multiple instances may handle connections independently.

Google Cloud Pub/Sub

No

Google Pub/Sub supports message ordering, but cannot always guarantee it even when this is enabled - for example, when dead-letter topics are enabled on subscriptions.

Read more
Exactly-once message delivery

Guarantees that each message is processed exactly once, preventing data inconsistencies that can arise from duplicate processing or missing messages.

Google Cloud Run

No

Cloud Run doesn't provide exactly-once message delivery semantics for WebSockets, as it lacks built-in deduplication and can't guarantee single processing of messages across scaling events or instance changes.

Google Cloud Pub/Sub

Yes

Google Pub/Sub supports exactly-once delivery based on a Pub/Sub-defined unique message ID.

Read more
Performance & availability
Uptime Guarantee

An uptime guarantee instills confidence in the reliability of the service and protects your business from the negative impacts of downtime.

Google Cloud Run

99.95%

Read more
Google Cloud Pub/Sub

99.95%

Read more
Global edge network

By bringing servers (Points of Presence, or PoP) geographically closer to the devices of end users, and routing requests to the nearest PoP, global latency is reduced to a minimum.

Google Cloud Run

No

Cloud Run is typically deployed in specific regions, and WebSocket connections are established directly to those regional endpoints.

Google Cloud Pub/Sub

Yes

Multi-region data replication (message durability)

By replicating data across multiple regions, the risk of data loss or downtime is greatly mitigated since if data is lost or a server fails in one region, the information can be retrieved from another.

Google Cloud Run

Yes

Cloud Run services are automatically distributed across multiple zones within their deployed region, enhancing availability and fault tolerance without requiring manual configuration.

Google Cloud Pub/Sub

Yes

Google Pub/Sub supports synchronous data replication across three zones.

No single point of failure or congestion

Having no single point of failure means a system is resilient and can continue to operate even if one part fails. Avoiding a single point of congestion ensures messages flow efficiently across the system and avoids bottlenecks that could lead to performance issues under load.

Google Cloud Run

Yes

Cloud Run eliminates single points of failure through multi-zone deployment, automatic load balancing, and auto-scaling.

Google Cloud Pub/Sub

Yes

Latency

Low latency is crucial for realtime apps as it ensures swift and efficient data transmissions, providing a smoother and more responsive user experience.

Google Cloud Run

Unknown.

Google Cloud Pub/Sub

100ms round trip

Security & compliance
API key authentication

Simplifies the authentication code on trusted servers compared to requesting, managing, and refreshing tokens.

Google Cloud Run
Google Cloud Pub/Sub

No

Google Pub/Sub only supports gcloud CLI credential and Application Default Credentials (ADC).

Read more
Token-based authentication

Provides a means to securely authenticate user devices against your user management system.

Google Cloud Run

No

Google Cloud Pub/Sub

Yes

Single Sign-On (SSO) authentication

SSO streamlines login processes, boosts security by minimizing password use, and meets compliance needs for secure data access management.

Google Cloud Run

Yes

SSO authentication is supported through Google Cloud Identity Platform.

Read more
Google Cloud Pub/Sub

Yes

SSO authentication in Pub/Sub is supported through Google Cloud IAM, OAuth 2.0, and Workforce Identity Federation, allowing integration with external identity providers like Azure AD or Okta.

Read more
Rules for permissions and operations

Provides control over which users can subscribe and publish to certain channels.

Google Cloud Run

Yes

Google Cloud Pub/Sub

Yes

Rules for permissions and operation can be configured using Identity and Access Management (IAM).

Read more
End-to-end encryption

Ensures that the data transmitted between the client and the API server remains confidential and secure while in transit.

Google Cloud Run

Yes

Google Cloud Pub/Sub

Yes

Encryption at rest

Ensures data stored by the service is secure and compliant, while also mitigating the risks of a data breach.

Google Cloud Run

Yes

Google Cloud Pub/Sub

Yes

Compliance

Compliance with regulations can impact your ability to meet legal obligations in your industry.

Google Cloud Run
  • ISO/IEC 27001
  • ISO/IEC 27017
  • ISO/IEC 27018
  • SOC 1
  • SOC 2
  • SOC 3
  • PCI DSS
  • HIPAA
  • FedRAMP
Google Cloud Pub/Sub
  • HIPAA

Alternatives to Google Cloud Run and Google Cloud Pub/Sub

Whilst both Google Cloud Run and Google Cloud Pub/Sub are worth considering as options for realtime experiences, they aren’t without their limitations. We suggest evaluating them against the following alternatives to make sure you find the right solution for your needs.

Alternatives to Google Cloud Run

AWS AppSync enables developers to seamlessly handle and synchronize mobile app data in real-time across multiple devices and users.

Socket.IO is a library that provides realtime, bi-directional communication between clients and servers. It allows the management of connections, sending and receiving messages, and more.

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SignalR is an open-source library that simplifies adding real-time web functionality to ASP.NET Core web apps.

Alternatives to Google Cloud Pub/Sub

AWS SQS is a message queuing solution for decoupling apps, services & architectures.

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Apache Kafka is an open-source real-time data streaming platform.

Azure Service Bus is a fully managed message service with message queues and Pub/Sub topics.

See more alternatives to Google Cloud Pub/Sub

Discover how Google Cloud Run and Google Cloud Pub/Sub stack up against Ably

Ably is the definitive realtime experience platform of the internet. See how we compare to Google Cloud Run and Google Cloud Pub/Sub on key dimensions such as core features, pricing, integrations, QoS, performance, and security and compliance.

Try Ably for free to discover the benefits for yourself

Ably has built reliable realtime infrastructure so you don’t have to. On our free plan you benefit from:

  • 6M monthly messages
  • 200 concurrent channels
  • 200 concurrent connections