established · 0.0 marketcapability domainschema

Compute

Score 27.2 / 100 83 providers +37 via APIs 61 APIs Search apis.io →
Business capabilities this tag reaches
Information Technology Management 2
Variants seen in the corpus: Computecompute

Providers using this tag (83)

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

Exemplar 2 Complete, well-documented, and agent-ready
Oracle Cloud InfrastructureCloud ComputingEnterprise CloudInfrastructure-as-a-ServiceOracle9 APIs71.1Microsoft Azure FunctionsAzureCloudEvent-Driven1 API68.6
Strong 11 Solid coverage with minor gaps
NexGen CloudCompanyCloudGPUArtificial Intelligence3 APIs64.3KoyebCloud PlatformDeploymentPlatform-as-a-ServiceServerless1 API64.2Amazon EC2Cloud ComputingInfrastructure-as-a-ServiceInfrastructure1 API62.8Amazon LambdaEvent-DrivenFunction-as-a-ServiceFunctions1 API61.8PaperspaceGPUCloudArtificial IntelligenceMachine-Learning4 APIs61.0Amazon EC2 Auto ScalingAmazon Web ServicesAuto-ScalingEC21 API60.1HyperbolicArtificial IntelligenceDecentralizedDePIN5 APIs59.4TensorDockGPUCloudMarketplace1 API56.7Cisco IntersightInfrastructureCloud OperationsData-Center11 APIs55.8AWS FargateContainersDockerKubernetes1 API55.5Azure Virtual MachinesCloud ComputingInfrastructure-as-a-ServiceInfrastructure1 API54.4
Developing 31 Usable, with meaningful gaps to close
MithrilCompanyGPU CloudAI InfrastructureMachine-Learning1 API53.1Dedalus LabsCompanyArtificial IntelligenceAgentsMCP2 APIs51.8The San Francisco Compute CompanyCompanyGPUCloud Infrastructure1 API51.4Amazon BatchBatch ComputingContainersHPC1 API51.3RunPodArtificial IntelligenceCloudGPU1 API50.9Vast.aiArtificial IntelligenceCloudGPU1 API50.9BoltzCompanyDigital BiologyDrug DiscoveryArtificial Intelligence1 API50.4LambdaArtificial IntelligenceCloudCluster1 API49.5Alice BobCompanyQuantum ComputingQuantumCloud Computing1 API49.0Azure Function AppsAzureFunction-as-a-ServiceFunctions1 API48.2Amazon Deadline CloudMediaRenderingVisual Effects1 API47.8Amazon FargateContainersECSEKS6 APIs47.6ngrokAI GatewayAPI GatewayDeveloper Tools1 API46.3Google Cloud Compute EngineGoogle CloudInfrastructure-as-a-ServiceInfrastructure1 API46.0Google Cloud Kubernetes EngineContainersGKEGoogle Cloud1 API46.0OxideCloud ComputingInfrastructureVirtualization1 API45.8SF ComputeGPUMarketplaceH1001 API45.7Google Cloud BatchBatch ProcessingGoogle CloudHPC1 API45.5FuriosaAIArtificial IntelligenceMachine-LearningInferenceSemiconductors2 APIs43.8Google Cloud App EngineApp EngineGoogle CloudPlatform-as-a-Service1 API43.6Sahara AICompanyCryptoArtificial IntelligenceMachine-Learning1 API43.0StrangeworksCompanyQuantum ComputingOptimizationHigh Performance Computing3 APIs42.5FermyonFunctionsWebAssemblyServerless2 APIs41.7NVIDIA Run:aiCompanyArtificial IntelligenceGPUMachine-Learning1 API41.7Jupyter ServerInteractive ComputingKernelNotebooks1 API41.2Packet HostCompanyBare MetalCloud InfrastructureInfrastructure-as-a-Service1 API40.8PaleBlueDot.AIArtificial IntelligenceMachine-LearningLarge Language ModelsInference2 APIs40.8HorizonIQCompanyEnterpriseCloudBare Metal1 API40.5Scalable InfrastructureCloud InfrastructureDevOpsInfrastructure as Code1 API40.4VersCompanyVirtualizationMicroVM1 API39.8JarvisLabsArtificial IntelligenceGPUCloudInfrastructure1 API39.4
Thin 19 Limited public surface area
ExoscaleCloudInfrastructureStorage1 API38.9DataCrunchGPU CloudInfrastructureInference1 API38.3OVH CloudCloudServersHosting1 API38.2BlaxelArtificial IntelligenceAgentsInfrastructureSandboxes1 API38.0DiggerCompanyAI AgentsCloud Sandbox1 API37.6ShadeformGPUCloudMarketplace1 API37.2evrocCompanyCloud ComputingSovereign CloudInfrastructure36.9Digital OceanCloudServersInfrastructure1 API36.7Thunder ComputeGPUCloudInfrastructureArtificial Intelligence1 API36.4ModalServerlessGPUAI Infrastructure1 API33.7HathoraGame ServersMultiplayerHosting1 API33.1ShadowCompanyCloud ComputingGPUCloud Gaming1 API33.1Google Cloud VMware EngineGoogle CloudMigrationPrivate Cloud1 API32.8RescaleCompanyHigh Performance ComputingSimulationCloud2 APIs32.5Inspur CloudCloudInfrastructureStorage18 APIs32.0FluidstackArtificial IntelligenceGPUCloud1 API29.3Hewlett Packard EnterpriseCloudEdge to CloudInfrastructure-as-a-Service1 API28.7AWS BatchBatch ComputingHPCJob Scheduling1 API28.6RayDistributed ComputingMachine-LearningAI InfrastructurePython1 API26.7
Emerging 7 Early or largely undocumented
NebiusArtificial IntelligenceCloudGPU6 APIs25.6OuterboundsCompanyData AnalyticsMachine-LearningMLOps25.3SpheronGPUGPU CloudDecentralized Compute1 API20.2HydrahostCompanyGPU CloudBare MetalArtificial Intelligence1 API18.3d-MatrixCompanyArtificial IntelligenceInference15.1Ali TechCompanyArtificial IntelligenceAI Infrastructure12.9PhasecraftCompanyQuantum ComputingQuantum Algorithms11.3
Minimal 12 Almost no public developer surface
FractileCompanyArtificial IntelligenceSemiconductorsAI Inference10.2NextSiliconCompanyHigh Performance ComputingSemiconductors10.0AMP FundCompanyArtificial IntelligenceInfrastructure5.7ProjectxCompanyCloudOperating SystemAI Agents5.7VathysCompanyArtificial IntelligenceDeep LearningHardware5.7ParasmaCompanyBiological ComputeNeurotechnologyArtificial Intelligence5.5StarcloudCompanyArtificial IntelligenceData CentersCloud Computing5.5Vertical SemiconductorCompanySemiconductorsPower Electronics5.5Snowcap ComputeCompanySuperconductingSemiconductors5.0xLightCompany4.1PanthalassaCompanyEnergyRenewable EnergyWave Energy3.3Power LatticeCompanySemiconductorsPower Management3.3
Unrated 1 Not yet scored
BinarisCompanyServerlessFunctions as a ServiceFunction-as-a-Service

APIs with this tag (58)

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 4 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...80.5Microsoft Azure Functions APIAzure Functions is an event-driven serverless compute platform that enables developers to build and run app...73.3Oracle Platforms Compute APIThe compute API from Oracle Platforms — 82 operation(s) for compute.69.5fal Compute APIProvision and manage dedicated GPU instances (H100, H200, A100, B200) with full SSH access for training, fi...67.6
Strong 14 Solid coverage with minor gaps
Cloudflare Containers APIThe Cloudflare Containers API allows developers to run container workloads on Cloudflare's global network, ...65.1Cloudera Compute Service APIManage the shared compute (Kubernetes) clusters that Cloudera data services run on, including validate, upg...64.9Instance Pools APICreate and manage instance pools to reduce cluster start and autoscaling times by maintaining a set of idle...63.4Paperspace Machines APIProgrammatically manage Paperspace virtual machines — GPU and CPU compute instances. Covers the machine lif...61.0ThingSpeak MATLAB Analysis APIRun scheduled or React-triggered MATLAB code against channel data — the differentiator that separates Thing...60.6Oracle Compute APIThe compute API from Oracle — 82 operation(s) for compute.60.2IBM Cloud Virtual Private CloudProvision and manage isolated virtual network environments for compute, storage, and networking resources o...60.0Hyperbolic GPU Marketplace APIDecentralized on-demand GPU compute marketplace renting idle H100, H200, A100, and RTX 4090 capacity from t...59.4Databricks Command Execution APIThe Databricks Command Execution API allows you to execute Python, Scala, SQL, or R commands on running Dat...58.3Databricks Global Init Scripts APIThe Databricks Global Init Scripts API enables workspace administrators to manage global initialization scr...58.3Databricks Instance Pools APIThe Databricks Instance Pools API allows you to create, edit, delete, and list instance pools. Instance poo...58.3Databricks Vector Search Endpoints APIThe Databricks Vector Search Endpoints API allows you to create, list, get, and delete vector search endpoi...58.3TensorDock Instances APIThe current TensorDock Instances API (v2) at https://dashboard.tensordock.com/api/v2/instances for creating...56.7Cisco Intersight Compute APIThe compute API from Cisco Intersight — 36 operation(s) for compute.55.8
Developing 16 Usable, with meaningful gaps to close
CloudGuard Inventory - AWS Compute and Containers APIAWS compute and container inventory - EC2 instances, Lambda functions, ECS/EKS objects and the images and c...53.7RunPod GraphQL APIThe RunPod GraphQL API provides programmatic access to Pods, templates, and Serverless endpoints via GraphQ...50.9Lambda Cloud APIThe Lambda Cloud API is the REST control plane for launching, listing, starting, stopping, and terminating ...49.5Quadrillion compute APIThe compute API from Quadrillion — 2 operation(s) for compute.47.6Novita AI GPU APIOn-demand GPU instance management and templates plus serverless GPU endpoints. Create, start, stop, and del...46.7ETH Zurich – Swiss Federal Institute of Technology Compute APIThe compute API from ETH Zurich – Swiss Federal Institute of Technology — 4 operation(s) for compute.44.7CoreWeave Sandbox Control Plane APIThe Sandbox Control Plane API provisions ephemeral compute sandboxes for short-lived, isolated workloads on...44.4Tessell Compute APIThe Compute API from Tessell — 2 operation(s) for compute.44.3Amazon EC2Scalable virtual servers in the cloud.43.1Amazon LambdaRun code without thinking about servers or clusters.43.1BigQuery Reservation APIThe BigQuery Reservation API allows developers to manage slot reservations and capacity commitments for Big...42.8Valgo Compute APIThe Compute API from Valgo — 1 operation(s) for compute.42.3Fermyon Wasm FunctionsFermyon Wasm Functions is a multi-tenant, hosted, globally distributed engine for serverless functions runn...41.7NVIDIA Run:ai Compute APIA compute resource is a building block that represents compute resources such as GPUs, CPU cores, and CPU m...41.7Apache Ignite compute APIThe compute API from Apache Ignite — 3 operation(s) for compute.41.0Cisco UCS Manager APIThe UCS Manager XML API is the legacy programmatic interface for managing Cisco Unified Computing System bl...39.4
Thin 14 Limited public surface area
Exoscale compute APIHost anything from simple applications to complex architectures. Start a compute instance in seconds and sc...38.9Blaxel Compute APIThe Compute API from Blaxel — 6 operation(s) for compute.38.0OpenComputer APIREST API for OpenComputer — create and manage persistent cloud sandbox VMs, run commands and files inside t...37.6Platform9 Private Cloud Director APIOpenStack-compatible REST API for Platform9 Private Cloud Director, covering Keystone identity/authenticati...36.5Together AI Compute APIThe Compute API from Together AI — 6 operation(s) for compute.36.1IO Cloud VM-as-a-Service APIVM-as-a-Service REST API for provisioning, extending, and terminating GPU virtual machines on io.net. Surfa...35.6UCloud Open APIAction-based RPC API covering every UCloud product (compute, networking, storage, databases, Kubernetes, mo...35.1GridGain compute APIThe compute API from GridGain — 3 operation(s) for compute.34.3Inspur Cloud Elastic Cloud Server (ECS) APIREST API for Inspur Cloud's elastic compute service: create, start, stop, reboot, resize, rebuild and delet...32.0Inspur Cloud Physical Server (CPS) APIREST API for Inspur Cloud's bare-metal cloud physical host service — list, start, stop, reboot and inspect ...32.0Jupyter ServerBackend that powers Jupyter Notebook, JupyterLab, and other Jupyter web applications. Exposes the core REST...30.2Hyperbolic 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...30.0HPE GreenLake APIUnified REST API gateway for HPE GreenLake edge-to-cloud services including Compute Ops Management, Data Se...28.7Anyscale Clusters APIProvisions and manages Ray clusters - autoscaling fleets of CPU / GPU nodes underlying Workspaces, Jobs, an...26.9
Emerging 9 Early or largely undocumented
Nebius Compute APIThe Nebius Compute API provisions and manages virtual machines and GPU clusters with NVIDIA GPUs and Infini...25.6Apache Libcloud Compute APIThe Libcloud Compute API provides a unified Python interface for managing virtual machine instances, images...23.2Apache Jclouds Compute APIThe jclouds Compute API provides a unified Java interface for managing virtual machine instances, images, h...20.8Spheron GPU Cloud APIREST API for programmatically managing GPU deployments across the Spheron marketplace. Covers provider and ...20.2Chick-fil-A Compute APIEC2 instances and public IP address operations.18.8Brokkr APIThe Brokkr REST API provisions, terminates, and manages Hydra Host GPU fleets programmatically across every...18.3Naver Cloud Server (Compute) APIServer is Naver Cloud Platform's IaaS compute service, with VPC and Classic deployments, GPU and bare-metal...17.7JD Cloud Compute (VM) APIJD Cloud Compute APIs manage Cloud Virtual Machines (CVM), lightweight VMs, GPU instances, bare metal serve...16.6Descartes Labs Compute APIThe Compute service ran user-supplied Python code as containerised Functions against the imagery archive at...15.9
Unrated 1 Not yet scored
OctoAI Compute Service APIContainer-deployment API ("Compute Service") that let customers build, register, and serve their own custom...

Companies reaching this through an API (37)

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 (AWS) Anyscale Apache Ignite Apache Jclouds Apache Libcloud Appwrite Azure Databricks Chick-fil-A Cisco Hardware Cloudera Cloudflare CloudGuard CoreWeave Databricks Descartes Labs ETH Zurich – Swiss Federal Institute of Technology fal Google BigQuery GridGain Hyperbolic IBM io.net JD.com (Jingdong) Jupyter Microsoft Azure Naver Novita AI OctoAI Oracle Oracle Platforms Platform9 Quadrillion Tessell ThingSpeak Together AI UCloud Valgo

Score breakdown

Frequency
60.6
log-scaled weighted occurrences
Breadth
2.3
spread across providers
Quality lift
42.4
mean composite of providers using it
Cohesion
20.0
strength of nearest seed neighbor

Related tags

GPU 33 co-occurrences Infrastructure-as-a-Service 15 co-occurrences Instances 19 co-occurrences Serverless 28 co-occurrences Cloud Computing 17 co-occurrences Inference 23 co-occurrences Cluster 21 co-occurrences Functions 14 co-occurrences

Where this tag comes from

Provider tag84
Api tag61
Openapi tag12
Openapi op tag62

Cohort brief

Auto-generated

The 79 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
79
all scored
Mean Kin Score
38.5
+14.6 vs catalog 23.9
Mean Agent Readiness
20
+8 vs catalog 12
Spread
3.3–71.1
median 40.8 · σ 16.8
How the 79 split by band
Exemplar 2Strong 11Developing 31Thin 19Emerging 7Minimal 9
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 45.7 23.4 +22.3 79
Contract Quality 40.6 19.8 +20.8 79
Access Clarity 42.2 26.5 +15.7 79
Operational Transparency 24.8 13.9 +10.9 79
Discoverability 66.7 61.2 +5.5 79
Contract Governance 9.3 6.4 +2.9 79

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) 13% 10% +3
MCP server (first-party) 14% 13% +1
Agent Skills 0% 0% 0
OAuth scopes 11% 11% 0
Security 99% 96% +3
Arazzo workflows 10% 2% +8
Governance rules 28% 14% +14

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 71.1
  2. 2 Microsoft Azure Functions 68.6
  3. 3 NexGen Cloud 64.3
  4. 4 Koyeb 64.2
  5. 5 Amazon EC2 62.8
  6. 6 Amazon Lambda 61.8
  7. 7 Paperspace 61
  8. 8 Amazon EC2 Auto Scaling 60.1
  9. 9 Hyperbolic 59.4
  10. 10 TensorDock 56.7
Top by Agent Readiness
  1. 1 The San Francisco Compute Company 53.4
  2. 2 NexGen Cloud 47.2
  3. 3 Oracle Cloud Infrastructure 42.5
  4. 4 Dedalus Labs 40.7
  5. 5 Koyeb 39.8
  6. 6 Digital Ocean 36
  7. 7 Mithril 33.9
  8. 8 Cisco Intersight 33.6
  9. 9 Amazon EC2 Auto Scaling 32.3
  10. 10 Vast.ai 32.3
All 83 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 16 September 2026, across 27514 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.
All 92 tools →

Call it yourself

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

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