Cloud Service Equivalents Matrix
Compare equivalent services across AWS, Azure, Google Cloud, and Oracle Cloud. Find the right service for every cloud platform with detailed comparisons, use cases, and educational content.
151 services compared
38 categories
4 cloud providers
Updated Mar 2026
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Showing 151 of 151 service categories
Service Equivalents Comparison
AI-powered code generation and completion tools integrated with cloud development environments | Ai ml | SLA: 99.9% Pricing: free tier AI-powered code generation (now part of Amazon Q Developer) | |||
API Gateway Popular Manage, secure, and monitor APIs at scale with authentication and throttling | Developer tools | ||||
API Gateway & Management Popular Create, publish, maintain, monitor, and secure APIs at any scale | Api management | ||||
Managed service for centralizing application configuration, feature flags, and dynamic settings | Devops | SLA: 99.9% Pricing: free tier Part of Systems Manager. Validated deployments with rollback. Feature flags and operational flags | SLA: 99.9% Pricing: pay per-use Key-value and feature management. Integration with Key Vault for secrets. Snapshot comparisons | SLA: 99.95% Pricing: free tier Real-time config updates without app redeploy. A/B testing integration. User targeting | SLA: 99.9% Pricing: free tier Infrastructure configuration management via Terraform. Stack management and drift detection |
End-to-end application performance monitoring with distributed tracing | Observability | ||||
Ultra-low-cost storage for long-term data archival and regulatory compliance | Storage | SLA: 99.9% Pricing: pay per-use Glacier Instant (ms), Flexible (min-hrs), Deep Archive (12-48 hrs). Lowest cost at $0.00099/GB/mo | SLA: 99.9% Pricing: pay per-use Blob storage archive tier, rehydration takes hours. Lowest cost Azure storage tier | SLA: 99.0% Pricing: pay per-use Unified API across all classes. 365-day minimum storage, millisecond access | SLA: 99.9% Pricing: pay per-use Object-based archival. Restore time ~1 hour. Very competitive pricing |
Cost-efficient ARM processor-based virtual machines optimized for scale-out and cloud-native workloads | Compute | SLA: 99.99% Pricing: pay per-use Custom AWS-designed Graviton3 processors, up to 40% better price-performance | SLA: 99.95% Pricing: pay per-use Ampere Altra ARM-based VMs, Dpsv5 and Epsv5 series | SLA: 99.95% Pricing: free tier Ampere Altra processors, Always Free tier includes 4 OCPUs and 24 GB RAM | |
Artifact Repository Growing Managed repository for storing and sharing software packages, dependencies, and build artifacts | Developer tools | SLA: 99.9% Pricing: pay per-use Supports npm, PyPI, Maven, NuGet, Swift, and generic packages | SLA: 99.9% Pricing: pay per-use Part of Azure DevOps, supports npm, NuGet, Maven, Python | SLA: 99.95% Pricing: pay per-use Unified repository for containers and language packages | SLA: 99.9% Pricing: free tier Container images only. For language packages, use third-party like JFrog Artifactory. |
Augmented & Virtual Reality Advanced Build and deploy AR/VR applications | Media | ||||
Auto Scaling Groups Popular Automatically scale compute capacity based on demand and policies | Compute | ||||
AutoML Popular Automated machine learning for building models without extensive ML expertise | Ai ml | SLA: 99.9% Pricing: pay per-use Auto-generates notebooks, supports classification and regression | SLA: 99.9% Pricing: pay per-use Supports classification, regression, time-series forecasting | SLA: 99.9% Pricing: pay per-use AutoML in Data Science notebooks with Oracle integration | |
Autonomous Database Growing Self-managing database with automated tuning, security, and backups | Databases | ||||
Dedicated physical servers without virtualization overhead for performance-sensitive workloads | Compute | SLA: 99.99% Pricing: pay per-use EC2 instances with direct hardware access, supports nested virtualization | SLA: 99.99% Pricing: subscription Purpose-built for SAP HANA and Oracle workloads | SLA: 99.9% Pricing: subscription Specialized hardware in GCP-connected colocation facilities | SLA: 99.99% Pricing: pay per-use Dense I/O and GPU shapes available, excellent price-performance |
Bastion Host / Jump Server Popular Secure entry point for RDP/SSH access to private cloud resources without exposing them to the public internet | Networking | SLA: 99.9% Pricing: pay per-use Browser-based shell access without bastion hosts | |||
Batch Computing Growing Run batch computing jobs at any scale | Compute | ||||
Managed big data platform for processing large-scale data with Apache Hadoop, Spark, and related frameworks | Big data | SLA: 99.9% Pricing: pay per-use Elastic MapReduce, supports Hadoop, Spark, HBase, Presto, Flink | |||
Block Storage Popular High-performance block storage for virtual machines and databases | Storage | SLA: N/A Pricing: pay per-use Covered by Compute Engine SLA. Live resize without downtime | SLA: Performance Pricing: pay per-use Performance SLA for IOPS (up to 300K). Autotuning available | ||
Browser-based command-line environment for managing cloud resources without local installation | Developer tools | SLA: 99.9% Pricing: free tier Pre-authenticated with console credentials. 1 GB persistent storage. AWS CLI pre-installed | SLA: 99.9% Pricing: free tier Bash and PowerShell environments. 5 GB persistent storage via Azure Files. Built-in editor | SLA: 99.9% Pricing: free tier 5 GB persistent home directory. Boost mode for extra resources. Built-in code editor (Theia) | SLA: 99.9% Pricing: free tier Pre-authenticated OCI CLI. Terraform and Ansible pre-installed. Free for all OCI users |
Cloud-native business intelligence tools for creating dashboards, reports, and data visualizations | Analytics | SLA: 99.9% Pricing: subscription ML-powered insights, SPICE in-memory engine, pay-per-session pricing | SLA: 99.9% Pricing: subscription LookML semantic layer, embedded analytics, Looker Studio (free) | SLA: 99.9% Pricing: subscription Augmented analytics with ML, Oracle data integration | |
Centralized Backup Service Popular Automated backup and recovery for applications, databases, and file systems | Backup | ||||
Centralized Log Management Popular Collect, store, and analyze logs from applications and infrastructure | Observability | ||||
Controlled fault injection and chaos engineering platforms for testing system resilience | Devops | SLA: N/A Pricing: pay per-use No native service — partner solutions recommended (Gremlin, LitmusChaos) | SLA: N/A Pricing: pay per-use No native service — partner solutions recommended (Gremlin, Chaos Monkey) | ||
CI/CD Pipeline Popular Continuous integration and deployment pipelines for automated software delivery | Developer tools | ||||
Omnichannel cloud contact center platforms with voice, chat, and AI-powered customer service capabilities | Communication | ||||
AI-powered cost monitoring service for detecting unexpected spending patterns and billing anomalies | Cost management | SLA: 99.9% Pricing: free tier ML-based anomaly detection. Custom cost monitors by service, account, or tag. SNS/email alerts | SLA: 99.9% Pricing: free tier Smart alerts for cost anomalies. Budget alerts with action groups. Power BI integration | SLA: 99.9% Pricing: free tier Budget alerts with programmatic notifications. Billing export to BigQuery for custom analysis | SLA: 99.9% Pricing: free tier Cost tracking with forecasting. Compartment-level cost analysis. Usage reports and budgets |
Centralized security posture management with compliance checks and threat detection across cloud environments | Security | SLA: 99.9% Pricing: pay per-use Unified security management and threat protection | |||
Automated compliance management and audit services for regulatory requirements across cloud environments | Compliance | SLA: 99.9% Pricing: subscription Compliance management with assessments | |||
AI-powered image and video analysis for object detection, facial recognition, and content moderation | Ai ml | SLA: 99.9% Pricing: pay per-use Face detection, celebrity recognition, content moderation | |||
Container Image Registry Popular Managed Docker registry for storing and deploying container images | Storage | SLA: Storage-based Pricing: subscription Geo-replication (Premium). 3 tiers: Basic, Standard, Premium | SLA: Infrastructure Pricing: pay per-use Replaces Container Registry. 20+ package formats | SLA: Storage-based Pricing: free tier Built on Object Storage. Free (pay storage only) | |
Managed container orchestration services that are not Kubernetes-based | Containers | ||||
Global network of edge servers for fast content delivery | Networking | ||||
Conversational AI / Chatbots Popular AI-powered chatbot and virtual assistant services for building conversational interfaces with natural language understanding | Ai ml | ||||
Cost Management & Billing Popular Track, analyze, and optimize cloud spending with detailed cost insights | Cost management | ||||
Monitor, analyze, and optimize cloud spending with budgets and recommendations | Cost management | ||||
Data Catalog Growing Centralized metadata management and data discovery across the organization | Big data | ||||
Managed data governance service for cataloging, classifying, and governing data assets across the organization | Governance | SLA: 99.9% Pricing: free tier Centralized data lake permissions. Fine-grained access control. Data sharing across accounts | SLA: 99.9% Pricing: pay per-use Unified data governance. Automated data discovery and classification. Data lineage visualization | SLA: 99.9% Pricing: pay per-use Intelligent data fabric. Auto-discovery and classification. Data quality rules and monitoring | SLA: 99.9% Pricing: pay per-use Metadata management and discovery. Business glossary and data lineage. Harvesting from multiple sources |
Data Lake Storage Popular Scalable storage and analytics for structured and unstructured data | Big data | ||||
Unified data lakehouse platforms combining data lake flexibility with data warehouse performance | Big data | ||||
Services that automatically discover, classify, and protect sensitive data by detecting and preventing unauthorised access, exfiltration, or exposure of PII, financial data, and regulated information | Security | SLA: 99.9% Pricing: pay per-use ML-powered PII and sensitive data discovery across S3; automated alerts and findings | SLA: 99.9% Pricing: subscription Classify, label, and protect sensitive data across Microsoft 365, Azure, and on-premises | SLA: 99.9% Pricing: pay per-use Now called Sensitive Data Protection; inspect, classify, and de-identify sensitive data at scale | SLA: 99.9% Pricing: pay per-use Sensitive data discovery, masking, and security assessment specifically for Oracle databases |
Managed real-time data streaming platform for ingesting, buffering, and processing streaming data at scale | Messaging | SLA: 99.9% Pricing: pay per-use Shard-based model with on-demand and provisioned modes. Deep integration with Lambda and Firehose | SLA: 99.95% Pricing: pay per-use Throughput units model. Kafka-compatible endpoint included. Capture to Blob/ADLS | SLA: 99.9% Pricing: pay per-use Scalable event ingestion and messaging service for real-time data streaming | SLA: 99.9% Pricing: pay per-use Kafka-compatible API. Integrated with OCI Service Connector Hub for routing |
Migrate databases to the cloud with minimal downtime | Migration | ||||
DDoS Protection Growing Protect applications from distributed denial-of-service attacks | Security | ||||
Private, dedicated network connection from on-premises to cloud | Networking | ||||
Managed services that continuously replicate workloads and automate failover to a secondary region so applications can recover quickly from outages with minimal data loss | Disaster recovery | SLA: 99.9% Pricing: pay per-use Continuous block-level replication with sub-hour RTO; formerly CloudEndure Disaster Recovery | SLA: 99.9% Pricing: pay per-use Replication and automated failover for Azure VMs, on-premises servers, and VMware workloads | SLA: 99.9% Pricing: pay per-use Managed backup and disaster recovery for VMs, databases, and file systems | SLA: 99.95% Pricing: pay per-use Automated cross-region failover for entire application stacks including compute, database, and networking |
Managed distributed tracing service for analyzing and debugging microservice architectures and request flows | Observability | SLA: 99.9% Pricing: pay per-use End-to-end request tracing. Service map visualization. Lambda and ECS integration | SLA: 99.9% Pricing: pay per-use Part of Azure Monitor. Application map, smart detection, and live metrics. OpenTelemetry support | SLA: 99.9% Pricing: free tier Automatic tracing for App Engine, Cloud Run. Latency analysis and performance insights | SLA: 99.9% Pricing: pay per-use Distributed tracing with synthetic monitoring. OpenTracing compatible |
Managed NoSQL document database compatible with MongoDB | Databases | SLA: 99.999% Pricing: pay per-use Globally distributed multi-model database | |||
Document Intelligence & OCR Popular Extract text, tables, and structure from documents using AI-powered OCR | Ai ml | SLA: 99.9% Pricing: pay per-use Formerly Form Recognizer, custom and pre-built models | |||
Domain Name System (DNS) Popular Scalable and reliable DNS resolution with health checks and routing policies | Networking | ||||
Cloud provider infrastructure deployed at or near on-premises locations, enabling low-latency processing, local data residency, and cloud-consistent tools in remote or disconnected environments | Edge computing | SLA: 99.9% Pricing: reserved Outposts: full AWS rack on-premises. Local Zones: AWS infrastructure in metro areas for single-digit ms latency. Wavelength for telco edge | SLA: 99.9% Pricing: reserved Hardware appliance bringing Azure compute, AI, and storage to on-premises and edge locations | SLA: 99.9% Pricing: subscription Managed infrastructure for edge and on-premises — runs GKE, Anthos, and Google Cloud services locally | SLA: 99.5% Pricing: reserved Rugged portable OCI nodes for remote, disconnected, or tactical environments; syncs with OCI cloud when connected |
Enterprise Search Growing ML-powered intelligent search services for finding information across multiple data sources using natural language queries | Ai ml | ||||
Extract, transform, and load data between various sources and destinations | Data engineering | ||||
ETL/ELT Pipeline Popular Extract, Transform, Load data pipelines for data integration and preparation | Data engineering | ||||
Dynamic configuration and feature flag management for controlled rollouts and A/B testing | Developer tools | SLA: 99.9% Pricing: free tier Part of Systems Manager, supports feature flags and gradual deployments | SLA: 99.9% Pricing: pay per-use Feature management with targeting, Key Vault integration | SLA: 99.95% Pricing: free tier Mobile/web focused feature flags with A/B testing. No server-side equivalent; use third-party like LaunchDarkly. | SLA: 99.9% Pricing: free tier No dedicated feature flags service. Use Vault for config secrets; third-party (LaunchDarkly) for flags. |
Access to large language models and foundation models for generative AI applications | Ai ml | SLA: 99.9% Pricing: pay per-use GPT-4, GPT-3.5, DALL-E, Codex with enterprise features | |||
Managed backend services for multiplayer games and game analytics | Gaming | ||||
Game Development Platform Advanced Build and operate games with managed backend services | Gaming | ||||
Worldwide content delivery with edge caching and acceleration | Content delivery | ||||
Global Traffic Manager Growing DNS-based traffic routing for global load balancing, failover, and geographic routing | Networking | SLA: 100% Pricing: pay per-use Latency, geolocation, geoproximity, weighted, and failover routing | |||
High-performance compute instances with GPU and AI accelerators for machine learning and graphics workloads | Compute | SLA: 99.99% Pricing: pay per-use P5 (H100), P4d (A100), Inf2 (Inferentia2), Trn1 (Trainium) | SLA: 99.95% Pricing: pay per-use ND H100 v5, NC A100 v4, NV A10 v5 for AI/ML and visualization | SLA: 99.95% Pricing: pay per-use A3 (H100), A2 (A100), G2 (L4), TPU v4/v5 for training | |
Purpose-built database for storing and querying highly connected data using graph models | Databases | SLA: 99.99% Pricing: pay per-use Supports Gremlin, openCypher, and SPARQL query languages | SLA: 99.999% Pricing: pay per-use Multi-model with Gremlin graph API, global distribution | SLA: Vendor SLA Pricing: subscription No native GCP graph DB. Third-party Neo4j AuraDB available via marketplace. SLA per Neo4j terms. | SLA: 99.995% Pricing: pay per-use Built into Autonomous Database, PGQL and RDF support |
High Performance Computing Advanced Run large-scale, compute-intensive workloads and simulations | Hpc | ||||
Scalable HPC clusters for scientific computing and simulation workloads | Hpc | ||||
Bridge between on-premises storage and cloud storage for hybrid architectures | Storage | SLA: 99.9% Pricing: pay per-use File, Volume, and Tape gateway modes. Caches frequently accessed data locally | SLA: 99.9% Pricing: pay per-use Syncs on-prem file servers with Azure Files. Cloud tiering for hot/cold data | SLA: 99.9% Pricing: pay per-use Transfer Appliance for bulk migration, FUSE for mounting Cloud Storage as filesystem | SLA: 99.9% Pricing: pay per-use Docker-based gateway connecting on-premises to OCI Object Storage |
Centralized access control and identity management for cloud resources | Identity | SLA: N/A Pricing: free tier Renamed from Azure AD. Integrated with Microsoft ecosystem | |||
Centralized identity federation and single sign-on for managing user access across applications and cloud services | Identity | SLA: 99.9% Pricing: free tier Centralized SSO and identity management (formerly AWS SSO) | |||
In-Memory Caching Popular High-performance in-memory caching for applications and databases | Databases | ||||
Native infrastructure-as-code services for defining and provisioning cloud resources declaratively | Devops | SLA: 99.9% Pricing: free tier Declarative infrastructure management (note: Terraform recommended instead) | |||
Collect, analyze, and visualize metrics from cloud resources and applications | Observability | SLA: 99.9% Pricing: pay per-use Comprehensive monitoring with logs, metrics, and alarms | SLA: 99.9% Pricing: pay per-use Formerly Stackdriver, part of Google Cloud Observability | ||
IoT Device Management Growing Connect, manage, and secure IoT devices at scale with real-time data processing | Iot | ||||
Key Management Service Popular Centralized encryption key management with hardware security modules | Security | SLA: 99.5% Pricing: pay per-use External key mgmt support. Software & Cloud HSM options | |||
Physical device for transferring petabyte-scale data to the cloud | Migration | ||||
Managed live video streaming service for encoding, packaging, and delivering broadcast-quality live video | Media | SLA: 99.9% Pricing: pay per-use Broadcast-grade live encoding. Multi-output with MediaPackage. Input redundancy for HA | SLA: 99.9% Pricing: pay per-use Live encoding and pass-through streaming. Dynamic packaging. DRM content protection | SLA: 99.9% Pricing: pay per-use API-first live streaming. Multi-format output. Integration with Video Stitcher for ad insertion | SLA: 99.9% Pricing: pay per-use Media distribution service. Optimized for large-scale streaming workloads |
Load Balancer Popular Distributes incoming traffic across multiple targets for high availability | Networking | SLA: 99.99% Pricing: pay per-use Standard only (Basic retired 9/30/25). Requires 2+ VMs | |||
Low-code/no-code platform for rapidly building business applications with minimal hand-coding | Developer tools | SLA: 99.9% Pricing: pay per-use AI-powered app creation from natural language. Successor to Honeycode (deprecated) | SLA: 99.9% Pricing: subscription Market leader in low-code. Deep Microsoft 365 and Dataverse integration. Canvas and model-driven apps | SLA: 99.9% Pricing: subscription No-code platform acquired by Google. Connects to Sheets, BigQuery, and SQL databases | SLA: 99.9% Pricing: free tier Mature low-code platform with 20+ years. Native Oracle Database integration. Free with OCI database |
End-to-end machine learning platform for building, training, and deploying ML models | Ai ml | SLA: 99.9% Pricing: pay per-use Comprehensive ML platform with notebooks, training, hosting | |||
Fully managed Apache Kafka service for building real-time event-driven applications and stream processing pipelines | Messaging | SLA: 99.9% Pricing: pay per-use Managed Apache Kafka with serverless and provisioned modes. MSK Connect for connectors | SLA: 99.95% Pricing: pay per-use Kafka protocol compatible without managing Kafka clusters. Premium tier for dedicated resources | SLA: 99.95% Pricing: pay per-use Partner-managed Confluent Kafka (Partner service). Deep GCP integration with private networking | SLA: 99.9% Pricing: pay per-use Kafka-compatible managed streaming. Lower cost than self-managed Kafka clusters |
Managed Blockchain Network Advanced Managed blockchain networks for decentralized applications and smart contracts | Blockchain | SLA: retired Pricing: subscription Service retired in 2021. Use Azure Container Instances or third-party blockchain providers | |||
Managed Blockchain Service Advanced Create and manage scalable blockchain networks | Blockchain | SLA: N/A Pricing: subscription Service retired Sept 2021, use Azure Blockchain Workbench | |||
Managed wide-column NoSQL database for high-throughput, low-latency workloads at scale | Databases | SLA: 99.999% Pricing: pay per-use Serverless, CQL-compatible. Scales automatically with pay-per-request pricing | SLA: 99.99% Pricing: pay per-use Fully managed Cassandra clusters with automated operations and Azure integration | SLA: 99.99% Pricing: pay per-use Petabyte-scale, sub-10ms latency. Powers Google Search, Maps, and Gmail | SLA: 99.99% Pricing: pay per-use Supports JSON, table, and key-value models with predictable single-digit ms latency |
Managed workflow orchestration service for authoring, scheduling, and monitoring data pipelines | Data engineering | SLA: 99.9% Pricing: pay per-use Managed Apache Airflow. Auto-scaling workers. Integrated with S3, Redshift, and Glue | SLA: 99.9% Pricing: pay per-use Visual pipeline designer. 90+ built-in connectors. Mapping data flows for code-free ETL | SLA: 99.9% Pricing: pay per-use Managed Apache Airflow on GKE. Composer 2 with auto-scaling. BigQuery and Dataflow integration | SLA: 99.9% Pricing: pay per-use ETL and data flow service. Visual designer with pushdown optimization to source databases |
Managed Data Warehouse Popular Fully managed, scalable data warehouse for analytics and business intelligence | Big data | ||||
Managed DNS Service Popular Highly available and scalable Domain Name System (DNS) service | Networking | ||||
Managed File Storage Growing Fully managed NFS file system for shared storage across multiple instances | Storage | SLA: 99.99% Pricing: pay per-use 99.99% for Regional/Enterprise tiers. High-performance NFS | |||
Managed Git Repositories Popular Fully managed Git-based source control repositories | Devops | ||||
Managed GraphQL service for building flexible, real-time APIs with automatic data source integration | Api management | SLA: 99.9% Pricing: pay per-use Real-time subscriptions via WebSockets. Offline sync. Resolvers for DynamoDB, Lambda, HTTP | SLA: 99.95% Pricing: pay per-use GraphQL passthrough and synthetic GraphQL APIs. Built-in validation and authorization | SLA: 99.9% Pricing: subscription GraphQL policy support in Apigee. API analytics and monetization included | SLA: 99.9% Pricing: pay per-use HTTP-based API gateway with request transformation. Custom backends for GraphQL |
Fully managed Kubernetes service for container orchestration | Containers | SLA: 99.95% Pricing: pay per-use 3 tiers: Free (no SLA), Standard ($0.10/hr, 99.95% SLA), Premium ($0.60/hr) | SLA: 99.95% Pricing: pay per-use Autopilot (99.95% SLA) or Standard (99.5% zonal). $0.10/hr cluster fee | SLA: 99.95% Pricing: free tier Basic (free, no SLA) or Enhanced ($0.10/hr, 99.95% SLA) | |
Fully managed MySQL-compatible database service with high availability and automated maintenance | Databases | SLA: 99.99% Pricing: pay per-use Aurora MySQL offers up to 5x throughput over standard MySQL. Multi-AZ support | SLA: 99.99% Pricing: pay per-use Flexible Server with zone-redundant HA. Supports MySQL 5.7 and 8.0 | SLA: 99.99% Pricing: pay per-use Automated backups, replication, and failover. Enterprise Plus edition available | SLA: 99.99% Pricing: pay per-use Integrated in-memory query accelerator for OLTP and analytics in a single service |
Managed stateful network firewall service for VPC-level traffic filtering and threat prevention | Security | SLA: 99.99% Pricing: pay per-use Stateful inspection. Suricata-compatible IPS rules. Centralized management via Firewall Manager | SLA: 99.99% Pricing: pay per-use Standard and Premium tiers. IDPS, TLS inspection (Premium). Built-in HA and auto-scaling | SLA: 99.99% Pricing: pay per-use Hierarchical policies. FQDN-based rules. Intrusion prevention with threat intelligence | SLA: 99.9% Pricing: pay per-use Palo Alto Networks powered. Deep packet inspection and SSL decryption. Threat intelligence feeds |
Managed dashboard and visualization service for monitoring infrastructure, applications, and business metrics | Observability | SLA: 99.9% Pricing: pay per-use Fully managed Grafana with enterprise plugins. SSO via IAM Identity Center. CloudWatch integration | SLA: 99.9% Pricing: pay per-use Native Azure Monitor and Data Explorer integration. Azure AD authentication built-in | SLA: 99.9% Pricing: free tier Built-in dashboards for GCP services. Custom dashboards with MQL. No additional cost | SLA: 99.9% Pricing: free tier Built-in monitoring dashboards. Custom metric visualization. Alarm-based notifications |
Fully managed PostgreSQL-compatible database service with automated administration | Databases | SLA: 99.99% Pricing: pay per-use Aurora PostgreSQL offers up to 5x throughput. Supports versions 12-16 | SLA: 99.99% Pricing: pay per-use Flexible Server deployment. Built-in PgBouncer connection pooling | SLA: 99.99% Pricing: pay per-use AlloyDB offers up to 4x faster than standard PostgreSQL for transactional workloads | SLA: 99.99% Pricing: pay per-use Fully managed PostgreSQL with automated backups and patching |
Managed Prometheus-compatible metrics service for collecting, storing, and querying infrastructure and application metrics | Observability | SLA: 99.9% Pricing: pay per-use Fully managed Prometheus-compatible monitoring. PromQL support. EKS and self-managed K8s integration | SLA: 99.9% Pricing: pay per-use Prometheus metrics in Azure Monitor. Native AKS integration. PromQL and Grafana compatible | SLA: 99.9% Pricing: pay per-use Built on Monarch infrastructure. Globally durable storage. PromQL and Grafana integration | SLA: 99.9% Pricing: free tier Native metrics service with custom metric ingestion. Alarm-based alerting and notifications |
Fully managed in-memory data store and cache based on Redis | Databases | ||||
Managed Relational Database Popular Fully managed relational database service with automated backups and scaling | Databases | SLA: 99.99% Pricing: pay per-use 99.995% for zone redundant. Business continuity SLA | |||
Managed search and analytics engine for full-text search, log analytics, and application search | Search | SLA: 99.9% Pricing: pay per-use Formerly Elasticsearch Service. Serverless and provisioned options. OpenSearch Dashboards included | SLA: 99.9% Pricing: pay per-use Formerly Azure Cognitive Search. AI enrichment pipeline. Vector search and semantic ranking | SLA: 99.95% Pricing: pay per-use Partner-managed Elasticsearch and Kibana. Integrated with GCP networking and IAM | SLA: 99.9% Pricing: pay per-use Managed OpenSearch clusters. Integrated with OCI logging and monitoring |
Managed Search Service Growing Full-text search and analytics engine for applications and websites | Search | ||||
Maps & Geospatial Services Growing Location-based services, geocoding, and mapping for applications | Maps | ||||
Media Transcoding / Encoding Growing Convert media files to different formats optimized for playback | Media | ||||
Message Queue Service Popular Reliable message queuing for decoupling application components | Messaging | ||||
Mobile Backend as a Service Popular Backend services for mobile applications including authentication and data sync | Mobile | ||||
Managed Network Address Translation service enabling private subnet resources to access the internet | Networking | SLA: 99.9% Pricing: pay per-use Managed, highly available per AZ. Supports up to 45 Gbps bandwidth | SLA: 99.99% Pricing: pay per-use Zone-resilient, supports up to 50 Gbps. No idle timeout limitations | SLA: 99.99% Pricing: pay per-use Software-defined, no separate gateway instances needed. Automatic scaling | |
Natural Language Processing Popular AI-powered text analysis for sentiment, entities, key phrases, and language detection | Ai ml | SLA: 99.9% Pricing: pay per-use Entity recognition, sentiment analysis, syntax analysis | |||
Centralized hub for connecting multiple VPCs, VNets, or on-premises networks | Networking | SLA: 99.99% Pricing: pay per-use Hub-and-spoke model, supports up to 5,000 attachments. Inter-region peering supported | SLA: 99.95% Pricing: pay per-use Unified hub for VPN, ExpressRoute, and VNet peering. Global transit network | SLA: 99.99% Pricing: pay per-use Centralized connectivity management for hybrid and multi-cloud networks | SLA: 99.9% Pricing: free tier V2 supports transit routing across VCNs, on-prem, and other regions |
Virtual firewall rules to control inbound and outbound traffic to cloud resources | Security | SLA: VNet SLA Pricing: free tier Filter network traffic with security rules | |||
Neural Machine Translation Popular AI-powered real-time language translation supporting 100+ languages | Ai ml | ||||
NoSQL Database Popular Managed NoSQL database for flexible schema and high scalability | Databases | SLA: 99.999% Pricing: pay per-use 99.999% for Global Tables, 99.99% standard. <10ms latency | SLA: 99.999% Pricing: pay per-use Multi-API. Latency SLA <10ms P99. 99.999% multi-region reads | ||
Scalable push notification and pub/sub messaging services for mobile and web applications | Messaging | ||||
Object Storage Popular Scalable object storage for unstructured data like files, images, and backups | Storage | ||||
Platform as a Service (PaaS) Popular Deploy web applications without managing infrastructure | Compute | ||||
Private connectivity to cloud services without exposing traffic to the public internet | Networking | SLA: 99.99% Pricing: pay per-use Private endpoints for 60+ Azure services and custom services | SLA: 99.99% Pricing: pay per-use Private access to Google APIs and published services | ||
Publish-subscribe messaging for application-to-application and application-to-person communication | Messaging | SLA: 99.9% Pricing: pay per-use Simple Notification Service, supports SMS, email, mobile push | SLA: 99.9% Pricing: pay per-use Enterprise messaging with publish-subscribe patterns | ||
Quantum Computing Service Advanced Access to quantum computers and quantum simulation for research and development | Quantum | SLA: N/A Pricing: pay per-use Research-focused platform - partner/research access only | |||
Process and analyze streaming data in real-time for immediate insights | Big data | ||||
Tools for AI model governance, bias detection, explainability, and responsible AI practices | Ai ml | SLA: 99.9% Pricing: pay per-use Bias detection and model explainability | SLA: 99.9% Pricing: pay per-use Content safety and responsible AI tools | SLA: 99.9% Pricing: pay per-use Model governance and explainability | |
Robotics Development Platform Advanced Develop, test, and deploy robotics applications | Iot | ||||
Defines rules that determine where network traffic from subnets or gateways is directed | Networking | SLA: N/A Pricing: free tier Main and custom route tables, supports route propagation from VPN/Direct Connect gateways | SLA: N/A Pricing: free tier User-defined routes (UDR) override system routes, supports next-hop types including virtual appliances | SLA: N/A Pricing: free tier System-generated and custom routes, policy-based routing, supports tags for targeted routing | SLA: N/A Pricing: free tier Attached to subnets, supports rules for internet, NAT, service, and DRG gateways |
Satellite Data & Ground Station Advanced Process satellite data and communicate with satellites | Iot | ||||
Software-defined wide area network service for managing global network connectivity | Networking | SLA: 99.99% Pricing: pay per-use Centralized dashboard to connect branch offices, data centers, and VPCs globally | SLA: 99.95% Pricing: pay per-use Integrates SD-WAN partners (Cisco, Barracuda, etc.) with Azure backbone | SLA: 99.99% Pricing: pay per-use Hub-and-spoke model using Google global backbone for SD-WAN integration | SLA: 99.9% Pricing: subscription Partner-based SD-WAN solutions integrated with OCI FastConnect |
Secrets Management Popular Secure storage and rotation of passwords, API keys, and certificates | Security | SLA: 99.99% Pricing: pay per-use Integrated with Azure. 99.99% SLA (same as Key Vault) | |||
Secrets Manager Popular Centrally manage secrets, API keys, and credentials with rotation | Security | ||||
Server Migration Service Popular Migrate on-premises servers and virtual machines to the cloud | Migration | SLA: N/A Pricing: free tier Lift-and-shift migration with minimal downtime | |||
Run containers without managing infrastructure or orchestration | Compute | ||||
Serverless Event Bus Popular Event-driven architecture platform for connecting applications using events | Messaging | ||||
Serverless Functions Popular Event-driven, serverless compute service for running code without managing servers | Compute | SLA: 99.95% Pricing: pay per-use 2nd gen (Cloud Run functions) recommended. Firebase integration | |||
Auto-scaling serverless relational database that adjusts capacity based on workload demand | Databases | SLA: 99.99% Pricing: pay per-use Aurora Serverless v2 with instant scaling. MySQL and PostgreSQL compatible. Scales to zero (v1) | SLA: 99.99% Pricing: pay per-use Auto-pause when inactive to save costs. Per-second billing. Ideal for intermittent workloads | SLA: 99.95% Pricing: pay per-use Managed MySQL, PostgreSQL, SQL Server. Spanner also offers serverless scaling capabilities | SLA: 99.995% Pricing: pay per-use Self-managing with auto-scaling, auto-patching, and auto-tuning. Always Free tier available |
Visual workflow orchestration for serverless functions and microservices | Workflow | ||||
Curated catalog of approved cloud services and third-party solutions for self-service provisioning | Marketplace | ||||
Managed service discovery for registering, discovering, and connecting microservices dynamically | Networking | SLA: 99.9% Pricing: pay per-use DNS and API-based discovery. Health checking integration. ECS and EKS native support | SLA: 99.99% Pricing: free tier Built-in naming service for discovery. Microservice orchestration platform with service registry | SLA: 99.9% Pricing: pay per-use Centralized service registry. DNS integration via Service Directory zones. IAM-based access | SLA: 99.9% Pricing: pay per-use DNS-based service discovery. Traffic management policies for weighted and geo-based routing |
Infrastructure layer for managing service-to-service communication in microservices | Containers | SLA: N/A Pricing: pay per-use Part of Service Fabric platform (being deprecated, migrate to AKS) | |||
Centralized security information and event management for threat detection, investigation, and automated response | Security | SLA: 99.9% Pricing: pay per-use Security Hub for posture management; Security Lake + OpenSearch for full SIEM. Partner with Splunk/Datadog for enterprise SIEM. | SLA: 99.9% Pricing: pay per-use Full cloud-native SIEM with AI-powered analytics and 200+ connectors. Most mature SIEM offering. | SLA: 99.9% Pricing: subscription Google-acquired Chronicle is a true SIEM. Security Command Center is posture management only. | SLA: 99.9% Pricing: free tier Cloud Guard for detection; Logging Analytics for SIEM-like analysis. No unified SIEM product. |
Convert speech to text in real-time with AI-powered automatic speech recognition | Ai ml | SLA: 99.9% Pricing: pay per-use Automatic speech recognition with speaker identification | |||
Spot / Preemptible Instances Popular Discounted compute capacity using spare cloud resources with possibility of interruption | Compute | SLA: Best effort Pricing: pay per-use Up to 90% discount, 2-minute interruption notice | SLA: Best effort Pricing: pay per-use Up to 90% discount, eviction policies configurable | SLA: Best effort Pricing: pay per-use Up to 50% discount, terminated when capacity needed | |
Provision, manage, and deploy SSL/TLS certificates for secure communications | Security | SLA: 99.99% Pricing: pay per-use Certificate lifecycle management integrated with Key Vault | |||
Managed hosting for static websites, single-page applications, and JAMstack sites with global CDN distribution | Web | SLA: 99.9% Pricing: pay per-use Git-based CI/CD, custom domains, branch previews. Built on CloudFront CDN | SLA: 99.95% Pricing: free tier Free tier available. Integrated API via Azure Functions. GitHub/Azure DevOps CI/CD | SLA: 99.95% Pricing: free tier Global CDN with free SSL. One-command deploys. Preview channels for staging | SLA: 99.9% Pricing: pay per-use Static website hosting via Object Storage public buckets. Cost-effective approach |
Logical subdivision of a virtual network that segments resources into isolated address ranges within a VPC/VNet | Networking | SLA: N/A Pricing: free tier Integrated with NSGs and service endpoints, spans availability zones | SLA: N/A Pricing: free tier Regional resource, auto-mode or custom subnets, supports secondary IP ranges for GKE pods | SLA: N/A Pricing: free tier Regional or AD-specific subnets, public or private, integrated with security lists | |
Scheduled scripts that simulate user interactions with your application to proactively detect availability issues, broken flows, and performance regressions before real users are affected | Observability | SLA: 99.9% Pricing: pay per-use Canary scripts in Node.js or Python; visual monitoring with screenshot comparison | SLA: 99.9% Pricing: pay per-use URL ping tests, multi-step web tests, and custom TrackAvailability() tests from global locations | SLA: 99.9% Pricing: pay per-use HTTP, HTTPS, and TCP uptime checks from multiple global locations; integrates with alerting policies | SLA: 99.9% Pricing: pay per-use Synthetic monitoring with scripted browser transactions; distributed tracing included |
Convert text to natural-sounding speech using AI-powered voice synthesis | Ai ml | ||||
Time Series Database Growing Optimized database for storing and analyzing time-stamped data like metrics, events, and IoT telemetry | Databases | SLA: 99.99% Pricing: pay per-use Serverless, auto-scales, built-in analytics functions | SLA: 99.9% Pricing: pay per-use Real-time analytics engine with KQL. Broader than pure time-series but excellent for log/telemetry data. | SLA: 99.99% Pricing: pay per-use Wide-column store optimized for time-series at petabyte scale. Powers Google internal time-series. | SLA: 99.95% Pricing: pay per-use Supports time-series patterns with TTL and secondary indexes. Not a dedicated time-series DB. |
Transactional Email Service Popular Reliable email delivery service for applications and notifications | Communication | ||||
Managed identity and authentication service for adding user sign-up, sign-in, and access control to applications | Identity | SLA: 99.9% Pricing: free tier User pools and identity pools. Social and SAML federation. Free tier up to 50K MAU | SLA: 99.9% Pricing: free tier Custom-branded authentication flows. Social and enterprise identity providers. 50K MAU free | SLA: 99.95% Pricing: free tier Drop-in UI components. Phone auth, email/password, social providers. Generous free tier | SLA: 99.9% Pricing: pay per-use Enterprise-grade identity management. SSO, MFA, and adaptive security policies |
Databases optimised for storing and querying high-dimensional vector embeddings used in AI/ML applications such as semantic search and recommendation systems | Databases | SLA: 99.9% Pricing: pay per-use k-NN vector search built-in; also Aurora pgvector for relational workloads and Amazon MemoryDB with vector support | SLA: 99.9% Pricing: pay per-use Native vector search with hybrid retrieval combining keyword and semantic results | SLA: 99.9% Pricing: pay per-use Serverless, formerly Matching Engine; billion-scale similarity search with low latency | SLA: 99.95% Pricing: pay per-use Native vector search built directly into the database engine — no separate service required |
Process, analyze, and stream video content at scale | Media | ||||
Video Streaming & Processing Growing Transcode, store, and stream video content with global CDN delivery | Media | ||||
Cloud-based virtual desktop infrastructure for remote work and BYOD | Desktop | ||||
Virtual Machines Popular Scalable virtual machines for running applications and workloads | Compute | ||||
Virtual Private Cloud Popular Isolated virtual network environment for deploying cloud resources | Networking | ||||
Visual tool for data cleaning, transformation, and preparation without coding | Data engineering | SLA: 99.9% Pricing: pay per-use Power Query integration for data wrangling | |||
Secure encrypted connection between on-premises networks and cloud | Networking | ||||
Vulnerability Scanning Popular Automated security assessment for identifying vulnerabilities in workloads, containers, and infrastructure | Security | SLA: 99.9% Pricing: pay per-use Continuous scanning for EC2, Lambda, and container images in ECR | SLA: 99.9% Pricing: pay per-use Unified security management with Secure Score and recommendations | SLA: 99.9% Pricing: pay per-use Container/OS scanning via Artifact Analysis. SCC aggregates findings. Web Security Scanner for app scanning. | SLA: 99.9% Pricing: free tier Scans compute instances and container images for CVEs. Free with OCI. |
Protect web applications from common attacks and vulnerabilities | Security | ||||
Platform-as-a-Service for deploying and managing web applications without managing infrastructure | Compute | SLA: 99.95% Pricing: free tier Supports multiple languages and Docker. No additional charge beyond underlying resources | SLA: 99.95% Pricing: pay per-use Built-in CI/CD, custom domains, SSL. Deployment slots for zero-downtime updates | SLA: 99.95% Pricing: pay per-use Standard and Flexible environments. Automatic scaling and versioned deployments | SLA: 99.9% Pricing: pay per-use Full-stack application platform. Integrated with OCI DevOps and monitoring |
Coordinate and schedule complex data workflows and dependencies | Data engineering | SLA: 99.9% Pricing: pay per-use Low-code workflow automation and process management |
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AWS vs Azure vs GCP
Compare 151+ equivalent services across the big three cloud providers. Find mappings for compute, storage, databases, and AI/ML services.
Oracle Cloud vs AWS vs Azure
OCI offers competitive alternatives to AWS and Azure with strong Oracle database integration and often lower pricing for enterprise workloads.
OCI vs GCP Comparison
Compare Oracle Cloud Infrastructure to Google Cloud Platform for containers, AI/ML, and data analytics workloads with SLA comparisons.
Cloud Provider SLA Comparison 2025
The headline SLA percentages look similar across providers — the real difference is what architecture you need to achieve each tier. AWS and GCP offer no SLA at all for single-instance compute.
| Deployment Tier | AWS | Azure | GCP | OCI |
|---|---|---|---|---|
| Single instance | No SLA | 99.5% | No SLA | 99.5% |
| Multi-zone / Multi-AZ | 99.95% | 99.95% | 99.95% | 99.95% |
| Multi-region active-active | 99.99% | 99.99% | 99.99% | 99.99% |
Key insight: AWS EC2 and GCP Compute Engine have no SLA for single-instance deployments. You need a multi-AZ or multi-zone setup before any uptime guarantee applies.
Credit Policy When SLA Is Breached
AWS
10% credit for 99–99.9%
30% credit below 99%
Azure
10% credit for 99–99.9%
25% credit below 99%
GCP
10% credit for 99–99.9%
50% credit below 99%
OCI ★
25% credit below 99.5%
100% credit below 95%
Actual SLAs vary by service tier and configuration. See individual service entries below for specific SLA details and official documentation.
Cloud Egress & Bandwidth Cost Comparison 2025
Egress costs — what you pay to move data out to the internet — are one of the most overlooked factors in total cost of ownership. The differences between providers are dramatic, especially at scale.
| Monthly Volume | AWS | Azure | GCP | OCI |
|---|---|---|---|---|
| First 100 GB | Free | Free | Free | Free |
| Up to 10 TB/month | $0.09/GB | $0.087/GB | $0.08/GB | Free* |
| 10–50 TB/month | $0.085/GB | $0.083/GB | $0.06/GB | $0.0085/GB |
| 50+ TB/month | $0.07/GB | $0.05/GB | $0.04/GB | $0.0085/GB |
* OCI includes 10 TB/month free internet egress. Intra-region transfer is free on all providers.
OCI Advantage
OCI includes 10 TB/month free egress, then just $0.0085/GB. For workloads transferring 50 TB/month, OCI egress costs over 90% less than AWS.
GCP 2023 Price Cut
Google reduced egress costs significantly in 2023 and offers free egress to Cloudflare and other CDN partners — strong for globally distributed content delivery.
AWS / Azure Lock-in Risk
AWS and Azure charge standard egress rates regardless of destination. High egress costs create economic lock-in — factor this into long-term architecture decisions.
Cloud Security & Compliance Comparison 2025
All four providers hold enterprise-grade certifications, but their security tooling philosophy and default posture differ significantly. The right choice depends on your existing infrastructure and compliance requirements.
| Certification | AWS | Azure | GCP | OCI |
|---|---|---|---|---|
| SOC 2 Type II | ✓ | ✓ | ✓ | ✓ |
| PCI-DSS Level 1 | ✓ | ✓ | ✓ | ✓ |
| HIPAA (with BAA) | ✓ | ✓ | ✓ | ✓ |
| FedRAMP High | ✓ | ✓ | Partial | Partial |
| ISO 27001 | ✓ | ✓ | ✓ | ✓ |
| GDPR | ✓ | ✓ | ✓ | ✓ |
Security Philosophy by Provider
AWS — Breadth & IAM Maturity
Security Hub aggregates findings across 200+ services. AWS IAM is the most granular in the industry. GuardDuty provides ML-based threat detection across all accounts.
Azure — Identity-First via Entra ID
Deep Active Directory integration makes Azure the default for enterprise Windows environments. Conditional Access and Microsoft Defender provide the broadest compliance dashboard.
GCP — Zero-Trust Native
Google pioneered BeyondCorp zero-trust. Binary Authorization for containers, Confidential Computing, and VPC Service Controls are standout differentiators from other providers.
OCI — Secure by Default
Cloud Guard (threat detection), Security Zones (policy enforcement), and Vault (key management) are enabled by default — features other providers charge extra for.