Feature
Auto Scaling
Capacity that grows and shrinks with load.
37 providers
122 APIs
26 declared variants
Throughput scales automatically with demand rather than requiring capacity planning or manual provisioning. Matters most for spiky or unpredictable workloads.
37 API providers on the APIs.io network offer auto scaling. The highest-rated are Amazon DynamoDB, Oracle Cloud Infrastructure, Kong, Azure Kubernetes Service, AWS Lambda.
Providers
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 8 Complete, well-documented, and agent-ready
Amazon DynamoDBAmazon DynamoDB is a fully managed NoSQL database service that provides fast and predictable performance wi...Oracle Cloud InfrastructureOracle Cloud Infrastructure (OCI) is Oracle's public cloud, exposed as a REST control plane of 159 service ...KongKong is the AI Connectivity Company. Its platform spans Kong Gateway (the open-source API gateway built on ...Azure Kubernetes ServiceAzure Kubernetes Service (AKS) simplifies deploying a managed Kubernetes cluster in Azure by offloading the...AWS LambdaAWS Lambda is a serverless, event-driven compute service that lets you run code for virtually any type of a...GoogleGoogle is the parent of the Google API estate, publishing public APIs across Google Cloud (compute, data, A...Amazon CloudSearchAmazon CloudSearch is a managed search service that makes it easy to set up, manage, and scale a search sol...Amazon GameLiftAmazon GameLift is a dedicated game server hosting solution that deploys, operates, and scales cloud server...
Strong 13 Solid coverage with minor gaps
Amazon Compute OptimizerAmazon Compute Optimizer analyzes the configuration and utilization metrics of your AWS resources and provi...Azure DatabricksAzure Databricks is an Apache Spark-based analytics platform optimized for Microsoft Azure. It provides a c...Amazon ECSAmazon Elastic Container Service (ECS) is a fully managed container orchestration service that makes it eas...AWS App RunnerAWS App Runner is a fully managed service that makes it easy to build, deploy, and run containerized web ap...Amazon Managed Service for Apache FlinkAmazon Managed Service for Apache Flink is the easiest way to transform and analyze streaming data in real ...Amazon EMRAmazon EMR is a cloud big data platform for running large-scale distributed data processing jobs, interacti...PineconeWith its vector database at the core, Pinecone is the leading knowledge platform for building accurate, sec...Ant MediaAnt Media Server is a scalable, open-source media server for ultra-low latency live streaming and WebRTC-ba...IBM WebSphereIBM WebSphere is a family of enterprise software products that provide middleware and application server ca...BifrostBifrost is a high-performance open-source AI gateway that unifies access to 20+ AI providers through a sing...NeonNeon is a serverless Postgres platform that provides fully managed, scalable PostgreSQL databases optimized...ChoreoWSO2 Choreo is an enterprise-grade Internal Developer Platform (IDP) and application orchestration platform...Amazon FargateAmazon Fargate is a serverless compute engine for containers that works with both Amazon ECS and Amazon EKS...
Developing 7 Usable, with meaningful gaps to close
Azure Load BalancerAzure Load Balancer is a high-performance, low-latency layer-4 load balancing service for distributing inbo...Citrix NetScalerCitrix NetScaler is an application delivery controller (ADC) that provides load balancing, traffic manageme...HerokuHeroku is a cloud platform as a service (PaaS) that enables developers to build, run, and operate applicati...Apache APISIXApache APISIX is a dynamic, real-time, high-performance cloud-native API gateway built on NGINX and etcd, d...NGINXNGINX is a high-performance open-source web server, reverse proxy, and API gateway widely used for load bal...Apache DubboApache Dubbo is a high-performance, Java-based open-source RPC framework that provides service discovery, t...Fly IoDocumentation and guides from the team at Fly.io.
Thin 9 Limited public surface area
Apache CloudStackApache CloudStack is an open-source cloud computing platform developed by the Apache Software Foundation fo...AI GatewayAn API Evangelist landscape index of AI gateways — the LLM routers, prompt firewalls, model fallback proxie...Kong AI GatewayKong AI Gateway is the AI-native capability layer built on top of Kong Gateway and managed through Kong Kon...Amazon Aurora DSQLAmazon Aurora DSQL is a distributed SQL database service optimized for transactional workloads. It provides...Amazon AppSyncAmazon AppSync creates serverless GraphQL and Pub/Sub APIs that simplify application development through a ...Amazon AuroraAmazon Aurora is a MySQL and PostgreSQL-compatible relational database built for the cloud that combines th...Apache HTTP ServerApache HTTP Server (httpd) is the world's most widely used web server software. It serves static and dynami...BFEBFE (Beyond Front End) is an open-source layer 7 load balancer developed by Baidu, providing advanced traff...GlamaGlama is an all-in-one AI workspace combining an MCP server marketplace and registry, a managed MCP gateway...
What Providers Actually Declared
This feature is a canonical term. These are the free-text strings
providers wrote in their own apis.yml that map onto it.
Adaptive Load BalancingAnycast routing for global load balancingAuto ScalingAuto Scaling Group RecommendationsAuto-ScalingAuto-Scaling and ClusteringAuto-scaling Apache Spark clustersAuto-scaling and Scale-to-ZeroAuto-scaling storage from 10GB to 128TBAutomatic ScalingAutomatic scaling with no database instances to manageCluster and Auto-ScalingLaunch: $0.106/CU-hour, $0.35/GB-month, up to 16 CU autoscaleLayer 7 Load BalancingLayer-4 Load BalancingLoad BalancingLoad Balancing and FanoutLoad balancing across multiple servers and protocolsManaged GraphQL API hosting with automatic scalingMulti-Provider Load BalancingPrompt caching, load balancing, automatic fallbacks, and reasoning-effort presets (low / medium / high)Serverless indexes (auto-scaling)Service Auto ScalingService: Cloud Load BalancingStandard-1X: $25/mo, 512 MB RAM, horizontal scalingmod_proxy_balancer Load Balancing
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Work with this as data
Every feature here is available over the APIs.io API and to AI agents over MCP. Features is not yet its own endpoint on the v1 API. Reach it through catalog search and the tag graph, or the MCP server.