established · -1.1 marketcapability domainschema

Compute

Score 25.8 / 100 103 providers +41 via APIs 67 APIs Search apis.io →
Workflows using this tag
Oracle OCI Soft-Reboot Compute Instance · Oracle Oracle OCI Launch and Verify Compute Instance · Oracle Oracle OCI Find Compute Instance by Display Name · Oracle Oracle OCI Troubleshoot Instance via Console Connection · Oracle Oracle OCI Rename Compute Instance · Oracle Oracle OCI Deprecate and Delete Custom Image · Oracle Oracle OCI Stop Compute Instance · Oracle Oracle OCI Select Shape and Image then Launch · Oracle
Business capabilities this tag reaches
Information Technology Management 10 Information & Data Management 1

Providers using this tag (103)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 10 Complete, well-documented, and agent-ready
Microsoft Azure FunctionsMicrosoft AzureCloudEvent-Driven1 API76.2Oracle Cloud InfrastructureCloud ComputingEnterprise CloudInfrastructure-as-a-ServiceOracle9 APIs75.6Amazon EC2Amazon Web ServicesCloud ComputingInfrastructure-as-a-Service124 APIs71.0Google Cloud BatchBatch ProcessingGoogle CloudHPC1 API69.4Edge NetworkCloudCDNStorage1 API67.8Amazon LightsailCloudVirtual Private ServerHosting22 APIs76.4Amazon EC2 Auto ScalingAmazon Web ServicesAuto-ScalingEC212 APIs75.6NexGen CloudCompanyCloudGPUArtificial Intelligence3 APIs69.8Microsoft Azure BatchBatchJob SchedulingHigh Performance Computing4 APIs68.6Amazon Deadline CloudAmazon Web ServicesMediaRendering22 APIs67.0
Strong 16 Solid coverage with minor gaps
ModalServerlessGPUAI Infrastructure1 API66.1AWS BatchBatch ComputingHPCJob Scheduling8 APIs65.1Amazon FargateAmazon Web ServicesContainersECS6 APIs63.7Google Cloud Compute EngineGoogle CloudInfrastructure-as-a-ServiceInfrastructure111 APIs62.7The San Francisco Compute CompanyCompanyGPUCloud Infrastructure1 API62.7MithrilCompanyGPU CloudAI InfrastructureMachine Learning1 API62.3Google Cloud App EngineApp EngineGoogle CloudPlatform-as-a-Service2 APIs65.8PaperspaceGPUCloudArtificial IntelligenceMachine Learning4 APIs64.5Azure Virtual MachinesCloud ComputingInfrastructure-as-a-ServiceInfrastructure6 APIs64.2KoyebCloud PlatformDeploymentPlatform-as-a-ServiceServerless1 API63.2Dedalus LabsCompanyArtificial IntelligenceAgentsMCP2 APIs61.9Google Cloud VMware EngineGoogle CloudMigrationPrivate Cloud1 API61.0Cisco IntersightInfrastructureCloud OperationsData Center11 APIs60.1FermyonFunctionsWebAssemblyServerless2 APIs57.5BoltzCompanyDigital BiologyDrug DiscoveryArtificial Intelligence1 API56.4RunPodArtificial IntelligenceCloudGPU1 API54.3
Developing 25 Usable, with meaningful gaps to close
TensorDockGPUCloudMarketplace1 API53.6RuncrateArtificial IntelligenceGPUInference1 API52.7AmpleRunGPUMarketplaceArtificial IntelligenceCloud1 API50.0OxideCloud ComputingInfrastructureVirtualization1 API48.2Alice BobCompanyQuantum ComputingQuantumCloud Computing1 API47.1VersCompanyVirtualizationMicroVM1 API47.0HyperbolicArtificial IntelligenceDecentralizedDePIN5 APIs46.8ComputeGpuCompanyGPU CloudAI Infrastructure1 API46.7NVIDIA Run:aiCompanyArtificial IntelligenceGPUMachine Learning1 API44.4StrangeworksCompanyQuantum ComputingOptimizationHigh Performance Computing3 APIs44.2VultrCompanyCloudInfrastructure3 APIs43.3PaleBlueDot.AIArtificial IntelligenceMachine LearningLLMInference2 APIs43.2Vast.aiArtificial IntelligenceCloudGPU1 API53.5LambdaArtificial IntelligenceCloudCluster1 API52.5HorizonIQCompanyEnterpriseCloudBare Metal1 API50.8ngrokAI GatewayAPI GatewayDeveloper Tools1 API50.8ExoscaleCloudInfrastructureStorage1 API47.1Digital OceanCloudServersInfrastructure2 APIs46.4GPU CloudCloudGPUCanada1 API44.8Sahara AICompanyCryptocurrencyArtificial IntelligenceMachine Learning1 API44.8FuriosaAIArtificial IntelligenceMachine LearningInferenceSemiconductors2 APIs44.1OVH CloudCloudServersHosting1 API43.2evrocCompanyCloud ComputingSovereign CloudInfrastructure40.3Packet HostCompanyBare MetalCloud InfrastructureInfrastructure-as-a-Service1 API40.3Hewlett Packard EnterpriseCloudEdge to CloudInfrastructure-as-a-Service2 APIs39.7
Thin 20 Limited public surface area
BlaxelArtificial IntelligenceAgentsInfrastructureSandbox1 API39.1SF ComputeGPUMarketplaceH1001 API39.0relaygpu-comCompanyArtificial IntelligenceGPU2 APIs36.1RayDistributed ComputingMachine LearningAI InfrastructurePython1 API32.4Thunder ComputeGPUCloudInfrastructureArtificial Intelligence1 API31.4AgentgatesArtificial IntelligenceInferenceBlockchain1 API31.2GPUs MarketCompanyArtificial IntelligenceGPUMarketplace3 APIs29.4ShadeformGPUCloudMarketplace1 API27.9Avian.ioInferenceOpenAI CompatibilityGPU Compute2 APIs38.8Jupyter ServerInteractive ComputingKernelNotebooks1 API38.5DiggerCompanyAI AgentsCloud Sandbox1 API37.2RescaleCompanyHigh Performance ComputingSimulationCloud2 APIs35.8Blue CheetahAI HardwareServersWorkstations8 APIs35.43DS OUTSCALECloudInfrastructure-as-a-ServiceStorage1 API34.9Inspur CloudCloudInfrastructureStorage18 APIs34.9JarvisLabsArtificial IntelligenceGPUCloudInfrastructure1 API34.4ShadowCompanyCloud ComputingGPUCloud Gaming1 API33.7DataCrunchGPU CloudInfrastructureInference1 API31.5The Khronos Group, Inc.CompanyOpen StandardGraphicsAR/VR1 API28.3FluidstackArtificial IntelligenceGPUCloud1 API26.7
Emerging 14 Early or largely undocumented
AI Compute RadarArtificial IntelligenceRadarModels1 API24.9HathoraGame ServersMultiplayerHosting1 API22.4SkyPilotCompanyArtificial IntelligenceOpen Source21.2SpheronGPUGPU CloudDecentralized Compute1 API18.9d-MatrixCompanyArtificial IntelligenceInference15.7CE-NetCompanyNetworksMCP12.3OuterboundsCompanyData AnalyticsMachine LearningMLOps24.8gpu.nzCloudGPURentalsArtificial Intelligence1 API23.9HydrahostCompanyGPU CloudBare MetalArtificial Intelligence1 API23.4NebiusArtificial IntelligenceCloudGPU6 APIs23.2FLOPSGPUPricingArtificial Intelligence2 APIs22.5PhasecraftCompanyQuantum ComputingQuantum Algorithms12.4RenderCompanyDecentralizedGPU11.7FractileCompanyArtificial IntelligenceSemiconductorsInference11.0
Minimal 18 Almost no public developer surface
NextSiliconCompanyHigh Performance ComputingSemiconductors10.7Ali TechCompanyArtificial IntelligenceAI Infrastructure9.9CFEXBillingSettlementEnergy1 API9.6IvoryRiver Compute, LLCCompanyGamingLaptops7.6AMP FundCompanyArtificial IntelligenceInfrastructure3.3ParasmaCompanyBiological ComputeNeurotechnologyArtificial Intelligence3.0Snowcap ComputeCompanySuperconductingSemiconductors3.0StarcloudCompanyArtificial IntelligenceData CenterCloud Computing3.0BaishancloudCompanyCloudInfrastructure2.2xLightCompany2.1ChipletzAdvanced PackagingSemiconductorsArtificial IntelligenceHPC5.6Vertical SemiconductorCompanySemiconductorsPower Electronics5.5DeepBrain ChainArtificial IntelligenceBlockchainDecentralized1 API5.1ProjectxCompanyCloudOperating SystemAI Agents3.3VathysCompanyArtificial IntelligenceDeep LearningHardware3.3Power LatticeCompanySemiconductorsPower Management3.0PanthalassaCompanyEnergyRenewable EnergyWave Energy2.8BinarisCompanyServerlessFunctions as a ServiceFunction-as-a-Service0.0

APIs with this tag (67)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 10 Complete, well-documented, and agent-ready
Appwrite Functions APIThe Functions Service allows you view, create and manage your Cloud Functions. 28 operations across 18 path...84.6Cloudflare Containers APIThe Cloudflare Containers API allows developers to run container workloads on Cloudflare's global network, ...82.5Hive Civilization Compute APIThe Compute API from Hive Civilization — 5 operation(s) for compute.78.0Microsoft Azure Functions APIAzure Functions is an event-driven serverless compute platform that enables developers to build and run app...75.7Oracle Cloud Infrastructure Compute APIThe compute API from Oracle Cloud Infrastructure — 82 operation(s) for compute.75.6Instance Pools APICreate and manage instance pools to reduce cluster start and autoscaling times by maintaining a set of idle...71.6Oracle Compute APIThe compute API from Oracle — 82 operation(s) for compute.70.4AWS Fargate APIAWS Fargate is a serverless compute engine for containers that works with both Amazon ECS and Amazon EKS re...68.5Cloudera Compute APIThe Compute API from Cloudera — 15 operation(s) for compute.68.0Edge Network Compute APIVirtual machines, SSH keys, firewall security groups.67.8
Strong 15 Solid coverage with minor gaps
IBM Cloud Virtual Private CloudProvision and manage isolated virtual network environments for compute, storage, and networking resources o...65.8fal Compute APIProvision and manage dedicated GPU instances (H100, H200, A100, B200) with full SSH access for training, fi...65.2Paperspace Machines APIProgrammatically manage Paperspace virtual machines — GPU and CPU compute instances. Covers the machine lif...64.5Council of AI Compute APIThe Compute API from Council of AI — 1 operation(s) for compute.60.9Cisco Intersight Compute APIThe compute API from Cisco Intersight — 36 operation(s) for compute.60.1Databricks Command Execution APIThe Databricks Command Execution API allows you to execute Python, Scala, SQL, or R commands on running Dat...58.7Databricks Global Init Scripts APIThe Databricks Global Init Scripts API enables workspace administrators to manage global initialization scr...58.7Databricks Instance Pools APIThe Databricks Instance Pools API allows you to create, edit, delete, and list instance pools. Instance poo...58.7Databricks Vector Search Endpoints APIThe Databricks Vector Search Endpoints API allows you to create, list, get, and delete vector search endpoi...58.7Fermyon Wasm FunctionsFermyon Wasm Functions is a multi-tenant, hosted, globally distributed engine for serverless functions runn...57.5BigQuery Reservation APIThe BigQuery Reservation API allows developers to manage slot reservations and capacity commitments for Big...57.1Nile Compute APIThe compute API from Nile — 2 operation(s) for compute.55.4Quadrillion Compute APIThe compute API from Quadrillion — 2 operation(s) for compute.55.2Hemrock Compute APIThe Compute API from Hemrock — 1 operation(s) for compute.54.9RunPod GraphQL APIThe RunPod GraphQL API provides programmatic access to Pods, templates, and Serverless endpoints via GraphQ...54.3
Developing 16 Usable, with meaningful gaps to close
Tessell Compute APIThe Compute API from Tessell — 2 operation(s) for compute.54.2TensorDock Instances APIThe current TensorDock Instances API (v2) at https://dashboard.tensordock.com/api/v2/instances for creating...53.6ThingSpeak MATLAB Analysis APIRun scheduled or React-triggered MATLAB code against channel data — the differentiator that separates Thing...53.0Lambda Cloud APIThe Lambda Cloud API is the REST control plane for launching, listing, starting, stopping, and terminating ...52.5Novita AI GPU APIOn-demand GPU instance management and templates plus serverless GPU endpoints. Create, start, stop, and del...52.3Cisco UCS Manager APIThe UCS Manager XML API is the legacy programmatic interface for managing Cisco Unified Computing System bl...47.3Exoscale Compute APIHost anything from simple applications to complex architectures. Start a compute instance in seconds and sc...47.1Hyperbolic GPU Marketplace APIDecentralized on-demand GPU compute marketplace renting idle H100, H200, A100, and RTX 4090 capacity from t...46.8Hyperbolic On-Demand GPU APIBare-metal GPU rental with SSH access for full control. Hourly rates from $1.39-$1.99 with no long-term com...46.8NVIDIA Run:ai Compute APIA compute resource is a building block that represents compute resources such as GPUs, CPU cores, and CPU m...44.4Valgo Compute APIThe Compute API from Valgo — 1 operation(s) for compute.42.7CoreWeave Sandbox Control Plane APIThe Sandbox Control Plane API provisions ephemeral compute sandboxes for short-lived, isolated workloads on...41.1Dartmouth Advisory Partners Compute APIThe Compute API from Dartmouth Advisory Partners — 13 operation(s) for compute.40.7Apache Ignite Compute APIThe compute API from Apache Ignite — 3 operation(s) for compute.40.0HPE GreenLake APIUnified REST API gateway for HPE GreenLake edge-to-cloud services including Compute Ops Management, Data Se...39.7FluentEDI Compute APICalculation and conversion39.6
Thin 15 Limited public surface area
Blaxel Compute APIThe Compute API from Blaxel — 6 operation(s) for compute.39.1ETH Zurich – Swiss Federal Institute of Technology Compute APIThe compute API from ETH Zurich – Swiss Federal Institute of Technology — 4 operation(s) for compute.38.8Zadara Compute APICompute accounts operations38.7UCloud Open APIAction-based RPC API covering every UCloud product (compute, networking, storage, databases, Kubernetes, mo...38.1IO Cloud VM-as-a-Service APIVM-as-a-Service REST API for provisioning, extending, and terminating GPU virtual machines on io.net. Surfa...37.4OpenComputer APIREST API for OpenComputer — create and manage persistent cloud sandbox VMs, run commands and files inside t...37.2RelayGPU APIRelayGPU provides a unified AI compute API that routes workloads across direct and decentralized GPU infras...36.1Platform9 Private Cloud Director APIOpenStack-compatible REST API for Platform9 Private Cloud Director, covering Keystone identity/authenticati...36.0Inspur Cloud Elastic Cloud Server (ECS) APIREST API for Inspur Cloud's elastic compute service: create, start, stop, reboot, resize, rebuild and delet...34.9Inspur Cloud Physical Server (CPS) APIREST API for Inspur Cloud's bare-metal cloud physical host service — list, start, stop, reboot and inspect ...34.9Together AI Compute APIThe Compute API from Together AI — 6 operation(s) for compute.34.4Shadow GPU (OpenStack API)Shadow GPU is Shadow's sovereign GPU cloud, delivered as a curated OpenStack 2024.1 deployment rather than ...33.7Agentgates Compute APIThe Compute API from Agentgates — 4 operation(s) for compute.31.2Jupyter ServerBackend that powers Jupyter Notebook, JupyterLab, and other Jupyter web applications. Exposes the core REST...29.3GridGain Compute APIThe compute API from GridGain — 3 operation(s) for compute.27.7
Emerging 7 Early or largely undocumented
Brokkr APIThe Brokkr REST API provisions, terminates, and manages Hydra Host GPU fleets programmatically across every...23.4Nebius Compute APIThe Nebius Compute API provisions and manages virtual machines and GPU clusters with NVIDIA GPUs and Infini...23.2Anyscale Clusters APIProvisions and manages Ray clusters - autoscaling fleets of CPU / GPU nodes underlying Workspaces, Jobs, an...20.0Apache Jclouds Compute APIThe jclouds Compute API provides a unified Java interface for managing virtual machine instances, images, h...19.6Apache Libcloud Compute APIThe Libcloud Compute API provides a unified Python interface for managing virtual machine instances, images...19.3Chick-fil-A Compute APIEC2 instances and public IP address operations.19.3Spheron GPU Cloud APIREST API for programmatically managing GPU deployments across the Spheron marketplace. Covers provider and ...18.9
Minimal 4 Almost no public developer surface
Naver Cloud Server (Compute) APIServer is Naver Cloud Platform's IaaS compute service, with VPC and Classic deployments, GPU and bare-metal...10.6JD Cloud Compute (VM) APIJD Cloud Compute APIs manage Cloud Virtual Machines (CVM), lightweight VMs, GPU instances, bare metal serve...7.0Descartes Labs Compute APIThe Compute service ran user-supplied Python code as containerised Functions against the imagery archive at...0.0OctoAI Compute Service APIContainer-deployment API ("Compute Service") that let customers build, register, and serve their own custom...0.0

Companies reaching this through an API (41)

These companies publish an API, specification or operation carrying “Compute” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Amazon Web Services Anyscale Apache Ignite Apache Jclouds Apache Libcloud Appwrite Azure Databricks Chick-fil-A Cisco Hardware Cloudera Cloudflare CoreWeave Council of AI Dartmouth Advisory Partners Databricks Descartes Labs ETH Zurich – Swiss Federal Institute of Technology fal FluentEDI Google BigQuery GridGain Hemrock Hive Civilization IBM io.net JD.com (Jingdong) Jupyter Microsoft Azure Naver Nile Novita AI OctoAI Oracle Platform9 Quadrillion Tessell ThingSpeak Together AI UCloud Valgo Zadara

Score breakdown

Frequency
57.8
log-scaled weighted occurrences
Breadth
1.3
spread across providers
Quality lift
37.9
mean composite of providers using it
Cohesion
22.7
strength of nearest seed neighbor

Related tags

GPU 43 co-occurrences Volumes 16 co-occurrences Infrastructure-as-a-Service 14 co-occurrences Inference 29 co-occurrences VPC 13 co-occurrences Serverless 23 co-occurrences Cloud Computing 15 co-occurrences

Where this tag comes from

Provider tag103
Api tag67
Openapi tag16
Openapi op tag62

Cohort brief

Auto-generated

The 95 providers in the APIs.io catalog tagged Compute, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
95
of 103 in the catalog
Mean Kin Score
40.3
+16.2 vs catalog 24.1
Mean Agent Readiness
23.7
+9.6 vs catalog 14.1
Spread
2.8–76.4
median 43.2 · σ 20.9
How the 95 split by band
Exemplar 10Strong 16Developing 25Thin 19Emerging 12Minimal 13
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 45.9 24.5 +21.4 95
Contract Quality 37.9 18.6 +19.3 95
Access Clarity 44.7 30 +14.7 95
Operational Transparency 26 13.2 +12.8 95
Discoverability 67.6 59.1 +8.5 95
Contract Governance 16.5 9.7 +6.8 95

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 27% 18% +9
MCP server (first-party) 32% 16% +16
Agent Skills 0% 0% 0
OAuth scopes 14% 13% +1
Security 100% 99% +1
Arazzo workflows 7% 1% +6
Governance rules 69% 36% +33

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Amazon Lightsail 76.4
  2. 2 Microsoft Azure Functions 76.2
  3. 3 Amazon EC2 Auto Scaling 75.6
  4. 4 Oracle Cloud Infrastructure 75.6
  5. 5 Amazon EC2 71
  6. 6 NexGen Cloud 69.8
  7. 7 Google Cloud Batch 69.4
  8. 8 Microsoft Azure Batch 68.6
  9. 9 Edge Network 67.8
  10. 10 Amazon Deadline Cloud 67
Top by Agent Readiness
  1. 1 The San Francisco Compute Company 55.9
  2. 2 Blaxel 53.7
  3. 3 AWS Batch 51.5
  4. 4 Oracle Cloud Infrastructure 50
  5. 5 Agentgates 49.9
  6. 6 Vultr 49.8
  7. 7 Amazon EC2 46.3
  8. 8 Amazon Deadline Cloud 45.5
  9. 9 Digital Ocean 44.6
  10. 10 AmpleRun 43.7
All 103 members of this roster resolve to a provider in the catalog; 95 carry a score (92%). The figures above describe the scored members only.
Coverage caveat. 59 of 95 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 14 November 2026, across 41591 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

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Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
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