186 comparisons · 17 categories
Compare cloud services
Pick a capability to see what it's called on AWS, Azure and Google Cloud, and how they differ.
Compute 12
Containers 6
Serverless & Events 5
Storage 13
Databases 14
- Managed relational databases
- Cloud-native high-performance relational
- Globally distributed SQL
- Managed SQL Server
- Oracle Database
- NoSQL key-value / document
- MongoDB-compatible document DB
- Wide-column / Cassandra
- In-memory cache
- Durable in-memory database
- Graph database
- Time-series database
- Vector search
- Database migration
Networking & CDN 21
- Virtual private network (VPC)
- Layer 4 load balancer
- Layer 7 load balancer
- Content delivery network (CDN)
- DNS
- DNS-based traffic routing
- Global anycast acceleration
- Dedicated private connectivity
- Site-to-site VPN
- Client (point-to-site) VPN
- Hub-and-spoke network transit
- Private service endpoints
- NAT gateway
- Managed network firewall
- Instance-level firewall rules
- Web application firewall
- DDoS protection
- Bastion / secure VM access
- Network monitoring & diagnostics
- API gateway / management
- Service discovery
Security & Identity 19
- Identity & access management
- Workforce SSO & directory
- Customer identity (CIAM)
- Managed Active Directory
- Key management
- Hardware security modules
- Secrets management
- TLS certificates
- Private certificate authority
- Cloud security posture management
- Threat detection
- SIEM / security analytics
- Vulnerability scanning
- Sensitive data discovery (DLP)
- Compliance reports
- API activity audit logs
- Configuration compliance rules
- Confidential computing
- Zero-trust application access
Analytics & Data 16
- Data warehouse
- Serverless SQL on a data lake
- Managed Spark & Hadoop
- ETL / data integration
- Data catalog & governance
- Data lake permissions
- Real-time data streaming
- Managed Apache Kafka
- Stream processing
- Streaming delivery to storage
- Business intelligence
- Search & log analytics engine
- Managed Apache Airflow
- Data sharing & exchange
- Data clean rooms
- Unified analytics platform
AI & Machine Learning 19
- ML platform (train, tune, deploy)
- Generative AI / foundation model APIs
- Provider's own foundation models
- AI agent building & hosting
- AI coding assistant
- Enterprise AI assistant
- Image & video analysis
- Speech to text
- Text to speech
- Machine translation
- Natural language processing
- Document data extraction
- Conversational bots
- Cloud contact center
- Enterprise search
- Recommendations
- AI safety guardrails
- Managed notebooks
- In-database ML
Integration & Messaging 9
Developer Tools & DevOps 13
- Source code repositories
- CI / build service
- CD / deployment pipelines
- Package / artifact repository
- Infrastructure as code (native)
- Command-line interface
- Browser-based shell
- Cloud developer environments
- Full-stack web & mobile platform
- Static website hosting
- Load testing
- Mobile device testing
- Chaos engineering