established · -1.8 marketcapability domainschema

Compute

Score 26.1 / 100 87 providers +38 via APIs 63 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 8 Information & Data Management 1

Providers using this tag (87)

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

Exemplar 3 Complete, well-documented, and agent-ready
Oracle Cloud InfrastructureCloud ComputingEnterprise CloudInfrastructure-as-a-ServiceOracle9 APIs75.3Amazon LightsailCloudVirtual Private ServerHosting3 APIs73.8NexGen CloudCompanyCloudGPUArtificial Intelligence3 APIs66.5
Strong 12 Solid coverage with minor gaps
Microsoft Azure FunctionsMicrosoft AzureCloudEvent-Driven1 API64.2Amazon EC2Cloud ComputingInfrastructure-as-a-ServiceInfrastructure1 API62.2MithrilCompanyGPU CloudAI InfrastructureMachine Learning1 API60.5The San Francisco Compute CompanyCompanyGPUCloud Infrastructure1 API57.2ModalServerlessGPUAI Infrastructure1 API56.2TensorDockGPUCloudMarketplace1 API54.8PaperspaceGPUCloudArtificial IntelligenceMachine Learning4 APIs64.2Amazon EC2 Auto ScalingAmazon Web ServicesAuto-ScalingEC21 API62.6Microsoft Azure BatchBatchJob SchedulingHigh Performance Computing2 APIs62.2KoyebCloud PlatformDeploymentPlatform-as-a-ServiceServerless1 API62.0Cisco IntersightInfrastructureCloud OperationsData Center11 APIs60.3Dedalus LabsCompanyArtificial IntelligenceAgentsMCP2 APIs59.0
Developing 29 Usable, with meaningful gaps to close
HyperbolicArtificial IntelligenceDecentralizedDePIN5 APIs53.7RuncrateArtificial IntelligenceGPUInference1 API49.9Amazon FargateContainersECSEKS6 APIs49.1Alice BobCompanyQuantum ComputingQuantumCloud Computing1 API47.8Google Cloud Compute EngineGoogle CloudInfrastructure-as-a-ServiceInfrastructure1 API47.8Google Cloud BatchBatch ProcessingGoogle CloudHPC1 API47.3OxideCloud ComputingInfrastructureVirtualization1 API46.2Azure Function AppsMicrosoft AzureFunction-as-a-ServiceFunctions1 API46.1VultrCompanyCloudInfrastructure3 APIs44.7NVIDIA Run:aiCompanyArtificial IntelligenceGPUMachine Learning1 API43.6StrangeworksCompanyQuantum ComputingOptimizationHigh Performance Computing3 APIs43.3PaleBlueDot.AIArtificial IntelligenceMachine LearningLLMInference2 APIs42.4VersCompanyVirtualizationMicroVM1 API39.6BoltzCompanyDigital BiologyDrug DiscoveryArtificial Intelligence1 API53.7Amazon Deadline CloudMediaRenderingVisual Effects1 API53.6FermyonFunctionsWebAssemblyServerless2 APIs52.2LambdaArtificial IntelligenceCloudCluster1 API50.1Azure Virtual MachinesCloud ComputingInfrastructure-as-a-ServiceInfrastructure10 APIs49.9RunPodArtificial IntelligenceCloudGPU1 API49.2Vast.aiArtificial IntelligenceCloudGPU1 API49.1ngrokAI GatewayAPI GatewayDeveloper Tools1 API46.8Google Cloud App EngineApp EngineGoogle CloudPlatform-as-a-Service1 API45.4ExoscaleCloudInfrastructureStorage1 API43.5FuriosaAIArtificial IntelligenceMachine LearningInferenceSemiconductors2 APIs43.4Sahara AICompanyCryptocurrencyArtificial IntelligenceMachine Learning1 API42.4HorizonIQCompanyEnterpriseCloudBare Metal1 API41.0Hewlett Packard EnterpriseCloudEdge to CloudInfrastructure-as-a-Service2 APIs40.8Packet HostCompanyBare MetalCloud InfrastructureInfrastructure-as-a-Service1 API40.5OVH CloudCloudServersHosting1 API40.3
Thin 17 Limited public surface area
SF ComputeGPUMarketplaceH1001 API39.1BlaxelArtificial IntelligenceAgentsInfrastructureSandbox1 API33.7Thunder ComputeGPUCloudInfrastructureArtificial Intelligence1 API32.0RayDistributed ComputingMachine LearningAI InfrastructurePython1 API29.8AWS BatchBatch ComputingHPCJob Scheduling1 API29.7ShadeformGPUCloudMarketplace1 API27.1evrocCompanyCloud ComputingSovereign CloudInfrastructure38.9Avian.ioInferenceOpenAI CompatibilityGPU Compute2 APIs38.6Jupyter ServerInteractive ComputingKernelNotebooks1 API38.5DiggerCompanyAI AgentsCloud Sandbox1 API37.6ShadowCompanyCloud ComputingGPUCloud Gaming1 API35.7JarvisLabsArtificial IntelligenceGPUCloudInfrastructure1 API35.0RescaleCompanyHigh Performance ComputingSimulationCloud2 APIs34.6Inspur CloudCloudInfrastructureStorage18 APIs34.1Google Cloud VMware EngineGoogle CloudMigrationPrivate Cloud1 API33.5Blue CheetahAI HardwareServersWorkstations8 APIs29.7FluidstackArtificial IntelligenceGPUCloud1 API26.7
Emerging 8 Early or largely undocumented
HathoraGame ServersMultiplayerHosting1 API21.8SpheronGPUGPU CloudDecentralized Compute1 API20.7d-MatrixCompanyArtificial IntelligenceInference14.5Ali TechCompanyArtificial IntelligenceAI Infrastructure11.3OuterboundsCompanyData AnalyticsMachine LearningMLOps26.1NebiusArtificial IntelligenceCloudGPU6 APIs24.7gpu.nzCloudGPURentalsArtificial Intelligence1 API24.2HydrahostCompanyGPU CloudBare MetalArtificial Intelligence1 API18.3
Minimal 18 Almost no public developer surface
CFEXBillingSettlementEnergy1 API9.5NextSiliconCompanyHigh Performance ComputingSemiconductors9.5AMP FundCompanyArtificial IntelligenceInfrastructure4.1ParasmaCompanyBiological ComputeNeurotechnologyArtificial Intelligence3.9Snowcap ComputeCompanySuperconductingSemiconductors3.9StarcloudCompanyArtificial IntelligenceData CenterCloud Computing3.9BaishancloudCompanyCloudInfrastructure3.1xLightCompany2.1PhasecraftCompanyQuantum ComputingQuantum Algorithms10.8FractileCompanyArtificial IntelligenceSemiconductorsInference9.6ChipletzAdvanced PackagingSemiconductorsArtificial IntelligenceHPC6.0DeepBrain ChainArtificial IntelligenceBlockchainDecentralized1 API6.0Vertical SemiconductorCompanySemiconductorsPower Electronics5.9ProjectxCompanyCloudOperating SystemAI Agents4.2Power LatticeCompanySemiconductorsPower Management3.7PanthalassaCompanyEnergyRenewable EnergyWave Energy3.6VathysCompanyArtificial IntelligenceDeep LearningHardware3.3BinarisCompanyServerlessFunctions as a ServiceFunction-as-a-Service0.0

APIs with this tag (62)

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 6 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...82.3Cloudflare Containers APIThe Cloudflare Containers API allows developers to run container workloads on Cloudflare's global network, ...80.6Microsoft Azure Functions APIAzure Functions is an event-driven serverless compute platform that enables developers to build and run app...76.5Oracle Cloud Infrastructure Compute APIThe compute API from Oracle Cloud Infrastructure — 82 operation(s) for compute.75.3Hive Civilization Compute APIThe Compute API from Hive Civilization — 5 operation(s) for compute.74.7Cloudera Compute APIThe Compute API from Cloudera — 15 operation(s) for compute.66.8
Strong 14 Solid coverage with minor gaps
IBM Cloud Virtual Private CloudProvision and manage isolated virtual network environments for compute, storage, and networking resources o...66.4Oracle Compute APIThe compute API from Oracle — 82 operation(s) for compute.65.9fal Compute APIProvision and manage dedicated GPU instances (H100, H200, A100, B200) with full SSH access for training, fi...65.6Paperspace Machines APIProgrammatically manage Paperspace virtual machines — GPU and CPU compute instances. Covers the machine lif...64.2Cisco Intersight Compute APIThe compute API from Cisco Intersight — 36 operation(s) for compute.60.3AWS Fargate APIAWS Fargate is a serverless compute engine for containers that works with both Amazon ECS and Amazon EKS re...58.5Instance Pools APICreate and manage instance pools to reduce cluster start and autoscaling times by maintaining a set of idle...57.9Council of AI Compute APIThe Compute API from Council of AI — 1 operation(s) for compute.57.3Databricks Command Execution APIThe Databricks Command Execution API allows you to execute Python, Scala, SQL, or R commands on running Dat...57.1Databricks Global Init Scripts APIThe Databricks Global Init Scripts API enables workspace administrators to manage global initialization scr...57.1Databricks Instance Pools APIThe Databricks Instance Pools API allows you to create, edit, delete, and list instance pools. Instance poo...57.1Databricks Vector Search Endpoints APIThe Databricks Vector Search Endpoints API allows you to create, list, get, and delete vector search endpoi...57.1TensorDock Instances APIThe current TensorDock Instances API (v2) at https://dashboard.tensordock.com/api/v2/instances for creating...54.8Nile Compute APIThe compute API from Nile — 2 operation(s) for compute.54.5
Developing 15 Usable, with meaningful gaps to close
Hyperbolic GPU Marketplace APIDecentralized on-demand GPU compute marketplace renting idle H100, H200, A100, and RTX 4090 capacity from t...53.7Hyperbolic 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...53.7Quadrillion Compute APIThe compute API from Quadrillion — 2 operation(s) for compute.52.5Fermyon Wasm FunctionsFermyon Wasm Functions is a multi-tenant, hosted, globally distributed engine for serverless functions runn...52.2ThingSpeak MATLAB Analysis APIRun scheduled or React-triggered MATLAB code against channel data — the differentiator that separates Thing...50.9Lambda Cloud APIThe Lambda Cloud API is the REST control plane for launching, listing, starting, stopping, and terminating ...50.1Tessell Compute APIThe Compute API from Tessell — 2 operation(s) for compute.49.3RunPod GraphQL APIThe RunPod GraphQL API provides programmatic access to Pods, templates, and Serverless endpoints via GraphQ...49.2Cisco UCS Manager APIThe UCS Manager XML API is the legacy programmatic interface for managing Cisco Unified Computing System bl...45.4Novita AI GPU APIOn-demand GPU instance management and templates plus serverless GPU endpoints. Create, start, stop, and del...44.6NVIDIA Run:ai Compute APIA compute resource is a building block that represents compute resources such as GPUs, CPU cores, and CPU m...43.6Exoscale Compute APIHost anything from simple applications to complex architectures. Start a compute instance in seconds and sc...43.5BigQuery Reservation APIThe BigQuery Reservation API allows developers to manage slot reservations and capacity commitments for Big...43.3Zadara Compute APICompute accounts operations43.3HPE GreenLake APIUnified REST API gateway for HPE GreenLake edge-to-cloud services including Compute Ops Management, Data Se...40.8
Thin 16 Limited public surface area
CoreWeave Sandbox Control Plane APIThe Sandbox Control Plane API provisions ephemeral compute sandboxes for short-lived, isolated workloads on...39.2Valgo Compute APIThe Compute API from Valgo — 1 operation(s) for compute.38.9Apache Ignite Compute APIThe compute API from Apache Ignite — 3 operation(s) for compute.38.4FluentEDI Compute APICalculation and conversion38.4Platform9 Private Cloud Director APIOpenStack-compatible REST API for Platform9 Private Cloud Director, covering Keystone identity/authenticati...37.8ETH Zurich – Swiss Federal Institute of Technology Compute APIThe compute API from ETH Zurich – Swiss Federal Institute of Technology — 4 operation(s) for compute.37.6OpenComputer APIREST API for OpenComputer — create and manage persistent cloud sandbox VMs, run commands and files inside t...37.6UCloud Open APIAction-based RPC API covering every UCloud product (compute, networking, storage, databases, Kubernetes, mo...36.5IO Cloud VM-as-a-Service APIVM-as-a-Service REST API for provisioning, extending, and terminating GPU virtual machines on io.net. Surfa...35.9Shadow GPU (OpenStack API)Shadow GPU is Shadow's sovereign GPU cloud, delivered as a curated OpenStack 2024.1 deployment rather than ...35.7Together AI Compute APIThe Compute API from Together AI — 6 operation(s) for compute.34.6Inspur Cloud Elastic Cloud Server (ECS) APIREST API for Inspur Cloud's elastic compute service: create, start, stop, reboot, resize, rebuild and delet...34.1Inspur Cloud Physical Server (CPS) APIREST API for Inspur Cloud's bare-metal cloud physical host service — list, start, stop, reboot and inspect ...34.1Blaxel Compute APIThe Compute API from Blaxel — 6 operation(s) for compute.33.7GridGain Compute APIThe compute API from GridGain — 3 operation(s) for compute.28.6Jupyter ServerBackend that powers Jupyter Notebook, JupyterLab, and other Jupyter web applications. Exposes the core REST...27.5
Emerging 8 Early or largely undocumented
Nebius Compute APIThe Nebius Compute API provisions and manages virtual machines and GPU clusters with NVIDIA GPUs and Infini...24.7Anyscale Clusters APIProvisions and manages Ray clusters - autoscaling fleets of CPU / GPU nodes underlying Workspaces, Jobs, an...21.7Apache Libcloud Compute APIThe Libcloud Compute API provides a unified Python interface for managing virtual machine instances, images...20.8Spheron GPU Cloud APIREST API for programmatically managing GPU deployments across the Spheron marketplace. Covers provider and ...20.7Apache Jclouds Compute APIThe jclouds Compute API provides a unified Java interface for managing virtual machine instances, images, h...20.5Brokkr APIThe Brokkr REST API provisions, terminates, and manages Hydra Host GPU fleets programmatically across every...18.3Chick-fil-A Compute APIEC2 instances and public IP address operations.17.8Naver Cloud Server (Compute) APIServer is Naver Cloud Platform's IaaS compute service, with VPC and Classic deployments, GPU and bare-metal...11.6
Minimal 3 Almost no public developer surface
JD Cloud Compute (VM) APIJD Cloud Compute APIs manage Cloud Virtual Machines (CVM), lightweight VMs, GPU instances, bare metal serve...8.2Descartes 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 (38)

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 Cloudera Cloudflare Council of AI Databricks Descartes Labs ETH Zurich – Swiss Federal Institute of Technology fal FluentEDI Google BigQuery GridGain Hive Civilization Hyperbolic 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
60.0
log-scaled weighted occurrences
Breadth
2.0
spread across providers
Quality lift
37.6
mean composite of providers using it
Cohesion
20.6
strength of nearest seed neighbor

Related tags

GPU 35 co-occurrences Infrastructure-as-a-Service 13 co-occurrences Serverless 24 co-occurrences Cloud Computing 15 co-occurrences Inference 26 co-occurrences Volumes 13 co-occurrences Storage 29 co-occurrences

Where this tag comes from

Provider tag89
Api tag63
Openapi tag15
Openapi op tag58

Cohort brief

Auto-generated

The 82 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
82
of 87 in the catalog
Mean Kin Score
37.8
+15.6 vs catalog 22.2
Mean Agent Readiness
20.8
+8.8 vs catalog 12
Spread
3.6–75.3
median 40.7 · σ 18.7
How the 82 split by band
Exemplar 3Strong 12Developing 29Thin 17Emerging 8Minimal 13
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 44.8 23.2 +21.6 82
Contract Quality 35 17.2 +17.8 82
Access Clarity 40.8 23.9 +16.9 82
Operational Transparency 24.2 13 +11.2 82
Discoverability 65.5 57.9 +7.6 82
Contract Governance 10 6.5 +3.5 82

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) 21% 13% +8
MCP server (first-party) 21% 12% +9
Agent Skills 0% 0% 0
OAuth scopes 11% 11% 0
Security 100% 98% +2
Arazzo workflows 9% 2% +7
Governance rules 29% 16% +13

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 Oracle Cloud Infrastructure 75.3
  2. 2 Amazon Lightsail 73.8
  3. 3 NexGen Cloud 66.5
  4. 4 Microsoft Azure Functions 64.2
  5. 5 Paperspace 64.2
  6. 6 Amazon EC2 Auto Scaling 62.6
  7. 7 Amazon EC2 62.2
  8. 8 Microsoft Azure Batch 62.2
  9. 9 Koyeb 62
  10. 10 Mithril 60.5
Top by Agent Readiness
  1. 1 The San Francisco Compute Company 55.9
  2. 2 Oracle Cloud Infrastructure 52.1
  3. 3 Blaxel 52
  4. 4 Vultr 49.8
  5. 5 NexGen Cloud 43.3
  6. 6 Thunder Compute 42.4
  7. 7 Koyeb 42
  8. 8 Dedalus Labs 40.5
  9. 9 Vast.ai 39
  10. 10 Microsoft Azure Batch 34.9
All 87 members of this roster resolve to a provider in the catalog; 82 carry a score (94%). The figures above describe the scored members only.
Coverage caveat. 61 of 82 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 24 October 2026, across 31984 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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https://apis.io/mcp

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.
All 92 tools →

Call it yourself

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curl "https://apis.io/api/v1/tags/compute"
All tags 
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As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/compute"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/compute/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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