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.
124 Service Categories Compared
AWS vs Azure vs GCP
Compare 124+ 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 2026
Compare uptime guarantees and service level agreements across AWS, Azure, GCP, and Oracle Cloud. SLAs vary by service, tier, and deployment configuration.
Up to 99.99%
AWS Typical SLAs
Multi-AZ deployments
Up to 99.99%
Azure Typical SLAs
Availability zones
Up to 99.99%
GCP Typical SLAs
Regional deployments
Up to 99.95%
OCI Typical SLAs
Standard tiers
Actual SLAs vary by service tier and configuration. See individual service entries below for specific SLA details and official documentation.
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Showing 124 of 124 service categories
Service Equivalents Comparison
AI Code Assistant Updated 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) | |||
Manage, secure, and monitor APIs at scale with authentication and throttling | Developer tools | ||||
Create, publish, maintain, monitor, and secure APIs at any scale | Api management | ||||
End-to-end application performance monitoring with distributed tracing | Observability | ||||
Archive / Cold Storage Updated 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 |
ARM-based Instances Updated 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 Updated 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. |
Build and deploy AR/VR applications | Media | ||||
Automatically scale compute capacity based on demand and policies | Compute | ||||
AutoML Updated 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 | |
Self-managing database with automated tuning, security, and backups | Databases | ||||
Bare Metal Servers Updated 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 |
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 | |||
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 | |||
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 | ||
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 | |
Automated backup and recovery for applications, databases, and file systems | Backup | ||||
Collect, store, and analyze logs from applications and infrastructure | Observability | ||||
Chaos Engineering Updated 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) | ||
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 | ||||
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 | |||
Compliance Manager / Audit Updated 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 | |||
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 | ||||
AI-powered chatbot and virtual assistant services for building conversational interfaces with natural language understanding | Ai ml | ||||
Track, analyze, and optimize cloud spending with detailed cost insights | Cost management | ||||
Monitor, analyze, and optimize cloud spending with budgets and recommendations | Cost management | ||||
Centralized metadata management and data discovery across the organization | Big data | ||||
Scalable storage and analytics for structured and unstructured data | Big data | ||||
Data Lakehouse Updated Unified data lakehouse platforms combining data lake flexibility with data warehouse performance | Big data | ||||
Migrate databases to the cloud with minimal downtime | Migration | ||||
Protect applications from distributed denial-of-service attacks | Security | ||||
Private, dedicated network connection from on-premises to cloud | Networking | ||||
Managed NoSQL document database compatible with MongoDB | Databases | SLA: 99.999% Pricing: pay per-use Globally distributed multi-model database | |||
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 | |||
Scalable and reliable DNS resolution with health checks and routing policies | Networking | ||||
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 | ||||
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 | ||||
Build and operate games with managed backend services | Gaming | ||||
Worldwide content delivery with edge caching and acceleration | Content delivery | ||||
Global Traffic Manager Updated 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 | |
Graph Database Updated 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 |
Run large-scale, compute-intensive workloads and simulations | Hpc | ||||
Scalable HPC clusters for scientific computing and simulation workloads | Hpc | ||||
Hybrid Storage Gateway Updated 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 | |||
Identity Federation / SSO Updated 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) | |||
High-performance in-memory caching for applications and databases | Databases | ||||
Infrastructure as Code Updated 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 | ||
Connect, manage, and secure IoT devices at scale with real-time data processing | Iot | ||||
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 | ||||
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 | |||
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 | |||
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 | |||
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 |
Fully managed, scalable data warehouse for analytics and business intelligence | Big data | ||||
Highly available and scalable Domain Name System (DNS) service | Networking | ||||
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 | |||
Fully managed Git-based source control repositories | Devops | ||||
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) | |
Managed MySQL Updated 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 PostgreSQL Updated 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 |
Fully managed in-memory data store and cache based on Redis | Databases | ||||
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 | |||
Full-text search and analytics engine for applications and websites | Search | ||||
Location-based services, geocoding, and mapping for applications | Maps | ||||
Convert media files to different formats optimized for playback | Media | ||||
Reliable message queuing for decoupling application components | Messaging | ||||
Backend services for mobile applications including authentication and data sync | Mobile | ||||
NAT Gateway Updated 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 | |
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 | |||
AI-powered real-time language translation supporting 100+ languages | Ai ml | ||||
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 | ||||
Scalable object storage for unstructured data like files, images, and backups | Storage | ||||
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 | ||
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 | |
Develop, test, and deploy robotics applications | Iot | ||||
Process satellite data and communicate with satellites | Iot | ||||
SD-WAN / Cloud WAN Updated 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 |
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) | |||
Centrally manage secrets, API keys, and credentials with rotation | Security | ||||
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 | ||||
Event-driven architecture platform for connecting applications using events | Messaging | ||||
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 | |||
Visual workflow orchestration for serverless functions and microservices | Workflow | ||||
Curated catalog of approved cloud services and third-party solutions for self-service provisioning | Marketplace | ||||
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) | |||
SIEM & Security Analytics Updated 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 Updated 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 | |||
Convert text to natural-sounding speech using AI-powered voice synthesis | Ai ml | ||||
Time Series Database Updated 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. |
Reliable email delivery service for applications and notifications | Communication | ||||
Process, analyze, and stream video content at scale | Media | ||||
Transcode, store, and stream video content with global CDN delivery | Media | ||||
Cloud-based virtual desktop infrastructure for remote work and BYOD | Desktop | ||||
Scalable virtual machines for running applications and workloads | Compute | ||||
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 Updated 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 | ||||
Coordinate and schedule complex data workflows and dependencies | Data engineering |
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