The following table provides a side-by-side comparison of the various services available on AWS and Google Cloud.
Service Category |
Service |
AWS |
Google Cloud |
Compute |
IaaS |
Amazon Elastic Compute Cloud |
|
PaaS |
AWS Elastic Beanstalk |
||
FaaS |
AWS Lambda |
||
Containers |
CaaS |
Amazon Elastic Kubernetes Service, Amazon Elastic Container Service |
|
Containers without infrastructure |
AWS Fargate |
||
Container registry |
Amazon Elastic Container Registry |
||
Networking |
Virtual networks |
Amazon Virtual Private Cloud |
|
Load balancer |
Elastic Load Balancer |
||
Dedicated interconnect |
AWS Direct Connect |
||
Domains and DNS |
Amazon Route 53 |
||
CDN |
Amazon CloudFront |
||
DDoS firewall |
AWS Shield, AWS WAF |
||
Storage |
Object storage |
Amazon Simple Storage Service |
|
Block storage |
Amazon Elastic Block Store |
||
Reduced-availability storage |
Amazon S3 Standard-Infrequent Access, Amazon S3 One Zone-Infrequent Access |
||
Archival storage |
Amazon Glacier |
||
File storage |
Amazon Elastic File System |
||
In-memory data store |
Amazon ElastiCache for Redis |
||
Database |
RDBMS |
Amazon Relational Database Service, Amazon Aurora |
|
NoSQL: Key-value |
Amazon DynamoDB |
||
NoSQL: Indexed |
Amazon SimpleDB |
||
In-memory data store |
Amazon ElastiCache for Redis |
||
Data analytics |
Data warehouse |
Amazon Redshift |
|
Query service |
Amazon Athena |
||
Messaging |
Amazon Simple Notification Service, Amazon Simple Queueing Service |
||
Batch data processing |
Amazon Elastic MapReduce, AWS Batch |
||
Stream data processing |
Amazon Kinesis |
||
Stream data ingest |
Amazon Kinesis |
||
Workflow orchestration |
Amazon Data Pipeline, AWS Glue |
||
Management tools |
Deployment |
AWS CloudFormation |
|
Cost management |
AWS Budgets |
||
Operations |
Monitoring |
Amazon CloudWatch |
|
Logging |
Amazon CloudWatch Logs |
||
Audit logging |
AWS CloudTrails |
||
Debugging |
AWS X-Ray |
||
Performance tracing |
AWS X-Ray |
||
Security & identity |
IAM |
Amazon Identity and Access Management |
|
Secret management |
AWS Secrets Manager |
||
Encrypted keys |
AWS Key Management Service |
||
Resource monitoring |
AWS Config |
||
Vulnerability scanning |
Amazon Inspector |
||
Threat detection |
Amazon GuardDuty |
||
Microsoft Active Directory |
AWS Directory Service |
||
Machine learning |
Speech |
Amazon Transcribe |
|
Vision |
Amazon Rekognition |
||
Natural Language Processing |
Amazon Comprehend |
||
Translation |
Amazon Translate |
||
Conversational interface |
Amazon Lex |
||
Video intelligence |
Amazon Rekognition Video |
||
Auto-generated models |
Amazon SageMaker Autopilot |
||
Fully managed ML |
Amazon SageMaker |
||
Internet of Things |
IoT services |
Amazon IoT |
Reference: https://cloud.google.com/docs/compare/aws