AWS vs Alibaba Cloud vs GCP: What Is The Key Differences?

We mostly used AWS, Alibaba Cloud (AliCloud) and  GCP cloud services and their comparisons. Listing all the services would be an extensive list, as each cloud provider offers a wide range of services and continuously adds new ones. We have provided a comprehensive list.

AWS

Alibaba Cloud (AliCloud)

Google Cloud Platform (GCP)

Computer Services:

  • Amazon EC2
  • AWS Lambda
  • Amazon ECS
  • AWS Elastic Beanstalk
  • Elastic Compute Service (ECS)
  • Function Compute
  • Container Service
  • App Service
  • Compute Engine
  • App Engine
  • Google Kubernetes Engine (GKE)
  • Cloud Functions

Storage Services:

  • Amazon S3
  • Amazon EBS
  • Amazon RDS
  • Amazon DynamoDB
  • Object Storage Service (OSS)
  • ApsaraDB (RDS)
  • Table Store
  • MaxCompute
  • Cloud Storage
  • Cloud SQL
  • Bigtable
  • Cloud Spanner

Networking Services:

  • Amazon VPC
  • Elastic Load Balancing
  • Amazon CloudFront
  • Direct Connect
  • Virtual Private Cloud (VPC)
  • Server Load Balancer (SLB)
  • Content Delivery Network (CDN)
  • Express Connect
  • Virtual Private Cloud (VPC)
  • Load Balancing
  • Cloud CDN
  • Cloud Interconnect

Database Services:

  • Amazon Redshift
  • Amazon DocumentDB
  • Amazon Neptune
  • Amazon Timestream
  • AnalyticDB
  • ApsaraDB (RDS)
  • Table Store
  • PolarDB
  • BigQuery
  • Cloud Firestore
  • Cloud Bigtable
  • Cloud Spanner

AI and Machine Learning Services:

  • Amazon SageMaker
  • Amazon Rekognition
  • Amazon Comprehend
  • Amazon Lex
  • Machine Learning Platform for AI
  • Image Search
  • Natural Language Processing (NLP)
  • Chatbot
  • AI Platform
  • Vision AI
  • Natural Language Processing (NLP)
  • Dialogflow

Analytics and Big Data:

  • Amazon EMR
  • Amazon Kinesis
  • Amazon QuickSight
  • AWS Glue
  • DataWorks
  • MaxCompute
  • Data Lake Analytics
  • Quick BI
  • Dataflow
  • Dataprep
  • Pub/Sub
  • Data Studio

IoT and Edge Computing:

  • AWS IoT Core
  • AWS Greengrass
  • IoT Analytics
  • IoT Device Management
  • IoT Platform
  • Link IoT Edge
  • Function Compute
  • Cloud IoT Core
  • Edge TPU
  • Cloud Run

Security and Identity:

  • AWS Identity and Access Management (IAM)
  • AWS Key Management Service (KMS)
  • AWS Web Application Firewall (WAF)
  • Amazon GuardDuty
  • Access Control Service (RAM)
  • Web Application Firewall (WAF)
  • Security Center
  • Identity and Access Management (IAM)
  • Cloud Identity
  • Security Command Center

Developer Tools:

  • AWS CodeCommit
  • AWS CodeBuild
  • AWS CodeDeploy
  • AWS CodePipeline
  • Developer Tools
  • Container Registry
  • Cloud Toolkit
  • Cloud Build
  • Cloud Source Repositories
  • Cloud Debugger

Please note that this is not an exhaustive list, and each cloud provider offers many more specialized services and tools across various categories to meet a wide range of cloud computing and infrastructure needs. Additionally, these providers frequently introduce new services and features to stay competitive and address evolving customer requirements. We are trying to up to date with all new services.

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