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Head-to-head · Continuous Delivery Software

Google Cloud Deploy vs AWS CodePipeline

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Google Cloud Deploy #3 in Continuous Delivery Software 8.7/10 Free plan Free plan✓ 1 of 4 features Visit Google Cloud
AWS CodePipeline #4 in Continuous Delivery Software 8.6/10 Free plan · 30-day trial Free planFree trial✓ 4 of 4 features Try AWS CodePipeline

Google Cloud Deploy leads on 0 checks, AWS CodePipeline on 0, and 5 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreGoogle Cloud Deploy · 8.7/10
  • Free planboth
  • Free trialonly AWS CodePipeline
  • Most featuresAWS CodePipeline · 4 of 4

Google Cloud Deploy scores higher on our rubric for continuous delivery software: 8.7 against 8.6 out of 10; our editors rank them #3 and #4.

Google Cloud Deploy is the better fit for google Cloud deployment teams. AWS CodePipeline is the better fit for AWS-native delivery pipelines.

  • Google Cloud Deploy fits best

    Google Cloud deployment teams

  • AWS CodePipeline fits best

    AWS-native delivery pipelines

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Side by side

Feature Google Cloud Deploy 8.7/10 Visit ↗ AWS CodePipeline 8.6/10 Visit ↗
At a glance
Editor score 8.7 8.6
Ranking #3 in Continuous Delivery Software #4 in Continuous Delivery Software
Best for Google Cloud deployment teams AWS-native delivery pipelines
Pricing model Free plan + paid Free plan + paid
Starting price — $1/unit/mo
Free plan ✓ ✓
Free trial — 30 days
Deployment Cloud Cloud
Platforms Web Web
Support Docs Docs
Integrations 10 integrations 12 integrations
Built for Mid-market, Enterprise Small business, Mid-market, Enterprise
Features Google Cloud Deploy 1/4 · AWS CodePipeline 4/4
Pipeline as code Not checked yet ✓ (best)
Approval gates ✓ ✓
Progressive delivery Not checked yet ✓ (best)
Automated rollback Not checked yet ✓ (best)
Specs
Deployment model Not checked yet Cloud
Parallel runs Not checked yet 50 concurrent runs
Our review
Pros
  • Canary deployments, approvals, verification, and rollback are built in
  • Parallel deployment supports multiple targets in one delivery flow
  • IAM, logging, audit logs, Cloud Build, and Skaffold integrations
  • Parallel build, test, and deployment actions
  • Manual approvals and automatic stage rollback
  • Declarative JSON definitions with extensive AWS integrations
Cons
  • Deployment targets center on Google Kubernetes Engine, GKE, Cloud Run, and custom targets
  • Not self-hosted; teams operate within the Google Cloud service model
  • Underlying Google Cloud service charges apply in addition to management fees
  • Cloud-only deployment model
  • AWS-centered ecosystem limits cross-environment breadth
  • Pricing varies between V1 and V2 pipeline types
Our verdict

Google Cloud Deploy is a managed continuous delivery service for teams progressing application releases through defined environments. It supports Google Kubernetes Engine, GKE attached clusters, Cloud Run, and custom targets, with delivery…

Read the review →

AWS CodePipeline is a managed continuous delivery service for application and infrastructure release workflows. It models delivery as stages and actions covering source, build, test, approval, and deployment processes. Teams can manage…

Read the review →
  1. Google Cloud DeployContinuous Delivery Software 8.7Free plan
  2. AWS CodePipelineContinuous Delivery Software 8.6Free plan · 30-day trial

Strengths and trade-offs

  • Google Cloud Deploy — where it wins

    • Canary deployments, approvals, verification, and rollback are built in
    • Parallel deployment supports multiple targets in one delivery flow
    • IAM, logging, audit logs, Cloud Build, and Skaffold integrations

    Where it doesn't

    • Deployment targets center on Google Kubernetes Engine, GKE, Cloud Run, and custom targets
    • Not self-hosted; teams operate within the Google Cloud service model
    • Underlying Google Cloud service charges apply in addition to management fees

  • AWS CodePipeline — where it wins

    • Parallel build, test, and deployment actions
    • Manual approvals and automatic stage rollback
    • Declarative JSON definitions with extensive AWS integrations

    Where it doesn't

    • Cloud-only deployment model
    • AWS-centered ecosystem limits cross-environment breadth
    • Pricing varies between V1 and V2 pipeline types

More comparisons

All continuous delivery software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update