established · 0.0 marketcapability domainschema

Compute

Score 27.8 / 100 82 providers +37 via APIs 61 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

Providers using this tag (82)

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 APIs76.4Amazon LightsailCloudVirtual Private ServerHosting3 APIs75.3Microsoft Azure FunctionsAzureCloudEvent-Driven1 API69.4
Strong 13 Solid coverage with minor gaps
NexGen CloudCompanyCloudGPUArtificial Intelligence3 APIs65.9PaperspaceGPUCloudArtificial IntelligenceMachine Learning4 APIs65.1ModalServerlessGPUAI Infrastructure1 API64.5Amazon EC2Cloud ComputingInfrastructure-as-a-ServiceInfrastructure1 API63.7Microsoft Azure BatchBatchJob SchedulingHigh Performance Computing2 APIs63.7Amazon EC2 Auto ScalingAmazon Web ServicesAuto-ScalingEC21 API63.5KoyebCloud PlatformDeploymentPlatform-as-a-ServiceServerless1 API63.5MithrilCompanyGPU CloudAI InfrastructureMachine Learning1 API60.4Cisco IntersightInfrastructureCloud OperationsData Center11 APIs59.7HyperbolicArtificial IntelligenceDecentralizedDePIN5 APIs57.7The San Francisco Compute CompanyCompanyGPUCloud Infrastructure1 API57.1TensorDockGPUCloudMarketplace1 API56.5Azure Virtual MachinesCloud ComputingInfrastructure-as-a-ServiceInfrastructure1 API54.9
Developing 29 Usable, with meaningful gaps to close
FermyonFunctionsWebAssemblyServerless2 APIs53.8Amazon Deadline CloudMediaRenderingVisual Effects1 API53.7Dedalus LabsCompanyArtificial IntelligenceAgentsMCP2 APIs52.6LambdaArtificial IntelligenceCloudCluster1 API51.7RunPodArtificial IntelligenceCloudGPU1 API49.8Vast.aiArtificial IntelligenceCloudGPU1 API49.7Amazon FargateContainersECSEKS6 APIs49.2Google Cloud Compute EngineGoogle CloudInfrastructure-as-a-ServiceInfrastructure1 API48.0Alice BobCompanyQuantum ComputingQuantumCloud Computing1 API47.7Azure Function AppsAzureFunction-as-a-ServiceFunctions1 API47.6Google Cloud BatchBatch ProcessingGoogle CloudHPC1 API47.5BoltzCompanyDigital BiologyDrug DiscoveryArtificial Intelligence1 API47.3ngrokAI GatewayAPI GatewayDeveloper Tools1 API46.3OxideCloud ComputingInfrastructureVirtualization1 API46.1Digital OceanCloudServersInfrastructure1 API45.6Google Cloud App EngineApp EngineGoogle CloudPlatform-as-a-Service1 API45.6ExoscaleCloudInfrastructureStorage1 API43.6FuriosaAIArtificial IntelligenceMachine LearningInferenceSemiconductors2 APIs43.3SF ComputeGPUMarketplaceH1001 API43.2NVIDIA Run:aiCompanyArtificial IntelligenceGPUMachine Learning1 API43.0StrangeworksCompanyQuantum ComputingOptimizationHigh Performance Computing3 APIs42.7Sahara AICompanyCryptoArtificial IntelligenceMachine Learning1 API42.4PaleBlueDot.AIArtificial IntelligenceMachine LearningLLMInference2 APIs42.3Hewlett Packard EnterpriseCloudEdge to CloudInfrastructure-as-a-Service3 APIs41.2HorizonIQCompanyEnterpriseCloudBare Metal1 API40.9Packet HostCompanyBare MetalCloud InfrastructureInfrastructure-as-a-Service1 API40.5OVH CloudCloudServersHosting1 API40.4Jupyter ServerInteractive ComputingKernelNotebooks1 API39.9VersCompanyVirtualizationMicroVM1 API39.5
Thin 16 Limited public surface area
evrocCompanyCloud ComputingSovereign CloudInfrastructure38.8JarvisLabsArtificial IntelligenceGPUCloudInfrastructure1 API38.7DiggerCompanyAI AgentsCloud Sandbox1 API37.5Thunder ComputeGPUCloudInfrastructureArtificial Intelligence1 API36.2DataCrunchGPU CloudInfrastructureInference1 API35.9BlaxelArtificial IntelligenceAgentsInfrastructureSandbox1 API35.0RescaleCompanyHigh Performance ComputingSimulationCloud2 APIs34.5ShadowCompanyCloud ComputingGPUCloud Gaming1 API34.2Inspur CloudCloudInfrastructureStorage18 APIs34.0ShadeformGPUCloudMarketplace1 API34.0Google Cloud VMware EngineGoogle CloudMigrationPrivate Cloud1 API33.6HathoraGame ServersMultiplayerHosting1 API30.1Blue CheetahAI HardwareServersWorkstations8 APIs29.7RayDistributed ComputingMachine LearningAI InfrastructurePython1 API29.7AWS BatchBatch ComputingHPCJob Scheduling1 API28.3FluidstackArtificial IntelligenceGPUCloud1 API27.0
Emerging 6 Early or largely undocumented
OuterboundsCompanyData AnalyticsMachine LearningMLOps26.0NebiusArtificial IntelligenceCloudGPU6 APIs23.9SpheronGPUGPU CloudDecentralized Compute1 API20.7HydrahostCompanyGPU CloudBare MetalArtificial Intelligence1 API18.3d-MatrixCompanyArtificial IntelligenceInference14.4Ali TechCompanyArtificial IntelligenceAI Infrastructure11.2
Minimal 15 Almost no public developer surface
PhasecraftCompanyQuantum ComputingQuantum Algorithms10.8FractileCompanyArtificial IntelligenceSemiconductorsInference9.6NextSiliconCompanyHigh Performance ComputingSemiconductors9.4Vertical SemiconductorCompanySemiconductorsPower Electronics5.9ProjectxCompanyCloudOperating SystemAI Agents4.1AMP FundCompanyArtificial IntelligenceInfrastructure4.0ParasmaCompanyBiological ComputeNeurotechnologyArtificial Intelligence3.8StarcloudCompanyArtificial IntelligenceData CenterCloud Computing3.8Power LatticeCompanySemiconductorsPower Management3.7PanthalassaCompanyEnergyRenewable EnergyWave Energy3.6Snowcap ComputeCompanySuperconductingSemiconductors3.3VathysCompanyArtificial IntelligenceDeep LearningHardware3.2BaishancloudCompanyCloudInfrastructure3.0xLightCompany1.6BinarisCompanyServerlessFunctions as a ServiceFunction-as-a-Service0.0

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 7 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...83.2Cloudflare Containers APIThe Cloudflare Containers API allows developers to run container workloads on Cloudflare's global network, ...80.6Oracle Cloud Infrastructure Compute APIThe compute API from Oracle Cloud Infrastructure — 82 operation(s) for compute.76.4Microsoft Azure Functions APIAzure Functions is an event-driven serverless compute platform that enables developers to build and run app...76.2Cloudera Compute APIThe Compute API from Cloudera — 15 operation(s) for compute.70.3IBM Cloud Virtual Private CloudProvision and manage isolated virtual network environments for compute, storage, and networking resources o...69.1fal Compute APIProvision and manage dedicated GPU instances (H100, H200, A100, B200) with full SSH access for training, fi...68.6
Strong 12 Solid coverage with minor gaps
Oracle Compute APIThe compute API from Oracle — 82 operation(s) for compute.66.0Databricks Command Execution APIThe Databricks Command Execution API allows you to execute Python, Scala, SQL, or R commands on running Dat...65.3Databricks Global Init Scripts APIThe Databricks Global Init Scripts API enables workspace administrators to manage global initialization scr...65.3Databricks Instance Pools APIThe Databricks Instance Pools API allows you to create, edit, delete, and list instance pools. Instance poo...65.3Databricks Vector Search Endpoints APIThe Databricks Vector Search Endpoints API allows you to create, list, get, and delete vector search endpoi...65.3Paperspace Machines APIProgrammatically manage Paperspace virtual machines — GPU and CPU compute instances. Covers the machine lif...65.1Instance Pools APICreate and manage instance pools to reduce cluster start and autoscaling times by maintaining a set of idle...63.1Cisco Intersight Compute APIThe compute API from Cisco Intersight — 36 operation(s) for compute.59.7AWS Fargate APIAWS Fargate is a serverless compute engine for containers that works with both Amazon ECS and Amazon EKS re...59.6ThingSpeak MATLAB Analysis APIRun scheduled or React-triggered MATLAB code against channel data — the differentiator that separates Thing...59.2Hyperbolic GPU Marketplace APIDecentralized on-demand GPU compute marketplace renting idle H100, H200, A100, and RTX 4090 capacity from t...57.7TensorDock Instances APIThe current TensorDock Instances API (v2) at https://dashboard.tensordock.com/api/v2/instances for creating...56.5
Developing 13 Usable, with meaningful gaps to close
Fermyon Wasm FunctionsFermyon Wasm Functions is a multi-tenant, hosted, globally distributed engine for serverless functions runn...53.8Quadrillion Compute APIThe compute API from Quadrillion — 2 operation(s) for compute.52.5Lambda Cloud APIThe Lambda Cloud API is the REST control plane for launching, listing, starting, stopping, and terminating ...51.7RunPod GraphQL APIThe RunPod GraphQL API provides programmatic access to Pods, templates, and Serverless endpoints via GraphQ...49.8Tessell Compute APIThe Compute API from Tessell — 2 operation(s) for compute.48.7Cisco UCS Manager APIThe UCS Manager XML API is the legacy programmatic interface for managing Cisco Unified Computing System bl...48.5Novita AI GPU APIOn-demand GPU instance management and templates plus serverless GPU endpoints. Create, start, stop, and del...46.5CoreWeave Sandbox Control Plane APIThe Sandbox Control Plane API provisions ephemeral compute sandboxes for short-lived, isolated workloads on...44.7Exoscale Compute APIHost anything from simple applications to complex architectures. Start a compute instance in seconds and sc...43.6BigQuery Reservation APIThe BigQuery Reservation API allows developers to manage slot reservations and capacity commitments for Big...43.5NVIDIA Run:ai Compute APIA compute resource is a building block that represents compute resources such as GPUs, CPU cores, and CPU m...43.0ETH Zurich – Swiss Federal Institute of Technology Compute APIThe compute API from ETH Zurich – Swiss Federal Institute of Technology — 4 operation(s) for compute.41.8HPE GreenLake APIUnified REST API gateway for HPE GreenLake edge-to-cloud services including Compute Ops Management, Data Se...41.2
Thin 15 Limited public surface area
Valgo 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.38.4Platform9 Private Cloud Director APIOpenStack-compatible REST API for Platform9 Private Cloud Director, covering Keystone identity/authenticati...37.7OpenComputer APIREST API for OpenComputer — create and manage persistent cloud sandbox VMs, run commands and files inside t...37.5UCloud Open APIAction-based RPC API covering every UCloud product (compute, networking, storage, databases, Kubernetes, mo...36.4FluentEDI Compute APICalculation and conversion36.2IO Cloud VM-as-a-Service APIVM-as-a-Service REST API for provisioning, extending, and terminating GPU virtual machines on io.net. Surfa...35.8Blaxel Compute APIThe Compute API from Blaxel — 6 operation(s) for compute.35.0Together AI Compute APIThe Compute API from Together AI — 6 operation(s) for compute.34.5Shadow GPU (OpenStack API)Shadow GPU is Shadow's sovereign GPU cloud, delivered as a curated OpenStack 2024.1 deployment rather than ...34.2Inspur Cloud Elastic Cloud Server (ECS) APIREST API for Inspur Cloud's elastic compute service: create, start, stop, reboot, resize, rebuild and delet...34.0Inspur Cloud Physical Server (CPS) APIREST API for Inspur Cloud's bare-metal cloud physical host service — list, start, stop, reboot and inspect ...34.0GridGain Compute APIThe compute API from GridGain — 3 operation(s) for compute.32.5Jupyter ServerBackend that powers Jupyter Notebook, JupyterLab, and other Jupyter web applications. Exposes the core REST...28.9Hyperbolic 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...27.8
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...23.9Apache Libcloud Compute APIThe Libcloud Compute API provides a unified Python interface for managing virtual machine instances, images...22.1Spheron 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...20.6Brokkr 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.17.7Naver Cloud Server (Compute) APIServer is Naver Cloud Platform's IaaS compute service, with VPC and Classic deployments, GPU and bare-metal...17.7Anyscale Clusters APIProvisions and manages Ray clusters - autoscaling fleets of CPU / GPU nodes underlying Workspaces, Jobs, an...16.3JD Cloud Compute (VM) APIJD Cloud Compute APIs manage Cloud Virtual Machines (CVM), lightweight VMs, GPU instances, bare metal serve...14.2
Minimal 2 Almost no public developer surface
Descartes 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 (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 Anyscale Apache Ignite Apache Jclouds Apache Libcloud APIs.io Engineering Platform Appwrite Azure Databricks Chick-fil-A Cisco Hardware Cloudera Cloudflare CoreWeave Databricks Descartes Labs ETH Zurich – Swiss Federal Institute of Technology fal FluentEDI Google BigQuery GridGain Hyperbolic IBM io.net JD.com (Jingdong) Jupyter Microsoft Azure Naver Novita AI OctoAI Oracle Platform9 Quadrillion Tessell ThingSpeak Together AI UCloud Valgo

Score breakdown

Frequency
60.2
log-scaled weighted occurrences
Breadth
2.1
spread across providers
Quality lift
45.8
mean composite of providers using it
Cohesion
20.6
strength of nearest seed neighbor

Related tags

GPU 33 co-occurrences Infrastructure-as-a-Service 13 co-occurrences Serverless 25 co-occurrences Cloud Computing 15 co-occurrences Inference 25 co-occurrences Storage 30 co-occurrences Volumes 12 co-occurrences

Where this tag comes from

Provider tag82
Api tag61
Openapi tag12
Openapi op tag53

Cohort brief

Auto-generated

The 77 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
77
all scored
Mean Kin Score
39.6
+16.7 vs catalog 22.9
Mean Agent Readiness
20.9
+9.0 vs catalog 11.9
Spread
3.3–76.4
median 42.3 · σ 18.5
How the 77 split by band
Exemplar 3Strong 13Developing 29Thin 16Emerging 6Minimal 10
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 46.1 23.2 +22.9 77
Contract Quality 36.8 17.6 +19.2 77
Access Clarity 45 26.5 +18.5 77
Operational Transparency 27 13.7 +13.3 77
Discoverability 65.5 58.1 +7.4 77
Contract Governance 9.7 6.3 +3.4 77

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) 18% 14% +4
MCP server (first-party) 16% 12% +4
Agent Skills 0% 0% 0
OAuth scopes 12% 11% +1
Security 100% 98% +2
Arazzo workflows 9% 2% +7
Governance rules 27% 14% +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 76.4
  2. 2 Amazon Lightsail 75.3
  3. 3 Microsoft Azure Functions 69.4
  4. 4 NexGen Cloud 65.9
  5. 5 Paperspace 65.1
  6. 6 Modal 64.5
  7. 7 Amazon EC2 63.7
  8. 8 Microsoft Azure Batch 63.7
  9. 9 Amazon EC2 Auto Scaling 63.5
  10. 10 Koyeb 63.5
Top by Agent Readiness
  1. 1 The San Francisco Compute Company 53.4
  2. 2 Digital Ocean 52.2
  3. 3 Oracle Cloud Infrastructure 49.3
  4. 4 NexGen Cloud 44.7
  5. 5 Thunder Compute 44.6
  6. 6 Blaxel 44.6
  7. 7 Dedalus Labs 40.7
  8. 8 Koyeb 39.8
  9. 9 Microsoft Azure Batch 34.5
  10. 10 Mithril 33.9
All 82 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 5 October 2026, across 29093 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

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

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

curl for this page
This tag 
curl "https://apis.io/api/v1/tags/compute"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
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"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

GitHub Google LinkedIn

A second provider on the same verified email joins the account you already have.