niche · 0.2 capability schema

AI Infrastructure

Score 20.0 / 100 95 providers +1 via APIs 2 APIs Search apis.io →

Providers using this tag (95)

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

Exemplar 1 Complete, well-documented, and agent-ready
ModalServerlessComputeGPU1 API67.4
Strong 9 Solid coverage with minor gaps
CrusoeCloud ComputingGPU ComputeMachine Learning2 APIs65.9SeltzCompanyWeb SearchRetrieval1 API57.7Spectro CloudCompanyInfrastructureKubernetesCloud-Native3 APIs56.9KoyebCloud PlatformDeploymentPlatform-as-a-ServiceServerless1 API65.5Cerebras SystemsCompanyArtificial IntelligenceMachine Learning2 APIs62.8MithrilCompanyGPU CloudMachine Learning1 API62.2SpekoVoiceVoice AISpeech-to-TextText-to-Speech1 API60.2StarTree (Cortexdata)CompanyReal-Time AnalyticsApache Pinot1 API57.0Impossible CloudCompanyCloudObject StorageS31 API56.0
Developing 10 Usable, with meaningful gaps to close
DiscountedTokens APIArtificial IntelligenceLLMGenerative AI InferenceOpenAI-Compatible1 API53.6TopkCompanySearchVector SearchHybrid Search3 APIs51.7MomentoCompanyCachingServerless1 API51.5FluenceCompanyWeb3Cloud ComputeDePIN1 API45.5Understudy LabsArtificial IntelligenceLLM GatewayMachine LearningOpen Source1 API44.4Archestra AIMCP GatewayLLM ProxyObservability1 API44.1turbopufferVector SearchFull-Text SearchHybrid SearchBM251 API43.7LightbendCompanyAI AgentsActor Model43.0UnifyLLMArtificial IntelligenceLLM RoutingModel Gateway1 API41.9RuntimeCompanyCoding AgentsDeveloper Tools1 API39.7
Thin 11 Limited public surface area
evrocCompanyCloud ComputingSovereign CloudInfrastructure39.2LanceDBVector SearchMulti-ModalLance FormatLakehouse1 API38.7VolumezStorageBlock StorageData InfrastructureCloud Infrastructure1 API37.9ShadowCompanyCloud ComputingGPUCloud Gaming1 API37.0Voltage ParkGPUCloudH1001 API35.6Tecton (Databricks)CompanyFeature StoreFeature Platform1 API34.9BMC SoftwareCompanyAutomationWorkflow Orchestration1 API31.0AxiadoSemiconductorsHardware SecurityPlatform SecurityData Center1 API29.7AlluxioCompanyData OrchestrationData Caching1 API29.6PointfiveCompanyCloud SaasFinOpsCloud Cost Optimization28.4Cumulus LabsCompanyInferenceLLM1 API26.3
Emerging 19 Early or largely undocumented
Gimlet LabsCompanyArtificial IntelligenceMachine Learning18.7GruveCompanyArtificial IntelligenceCybersecurity13.9RadixArkCompanyArtificial IntelligenceMachine Learning13.4Ali TechCompanyArtificial IntelligenceCompute11.3Hosted·aiCompanyArtificial IntelligenceGPUGPUaaS1 API25.1RayDistributed ComputingMachine LearningPython1 API25.0HYCUCompanyData ProtectionBackup22.7SpheronComputeGPUGPU CloudDecentralized Compute1 API22.6HighByteIndustrial DataOpsManufacturingData Integration22.5HalcyonCompanyCybersecurityRansomware1 API21.2EriduCompanyArtificial IntelligenceNetworking1 API18.7ArmadaaiCompanyEdge ComputingHardware4 APIs17.7MetrobloksCompanyData CenterColocationInterconnection15.6ArrcusCompanyEnterpriseNetworkingNetwork Operating System14.6LeapYear TechnologiesCompanyDifferential PrivacyPrivacy13.7MemVergeCompanyMemoryGPU13.0Xsight LabsCompanySemiconductorsNetworkingData Center12.9Astera LabsCompanySemiconductorsHardware12.2ObserveIT (Proofpoint)CompanySecurityInsider Threat Management11.6
Minimal 45 Almost no public developer surface
DualbirdCompanyDataData Processing10.3NcodiNCompanyPhotonicsSemiconductorsOptical Interconnect6.6StandardkernelCompanyGPUTPU6.5QuintessentCompanyDeep TechPhotonicsSemiconductors4.9Canto RealityCompanyArtificial IntelligenceSocial4.1DatacurveCompanyArtificial IntelligenceMachine LearningDatasets3.4LightelligenceCompanyOptical ComputingPhotonicsSemiconductors10.9Ayar LabsCompanySilicon PhotonicsCo-Packaged OpticsOptical I/O10.3KandouCompanySemiconductorsHardwareChiplets10.3Omnitron SensorsCompanyMEMS SensorsSemiconductorsSensor Hardware10.3CormintCompanyData CenterPower InfrastructureEnergy10.0Upscale AICompanyArtificial IntelligenceNetworking9.3Mojo VisionCompanySemiconductorsDisplaysMicro-LED9.0SevOne (Turbonomic)CompanyNetwork MonitoringObservability8.6Auradine (Velaura AI)CompanySemiconductorsLow Power AI Compute7.6ClarosCompanyData CenterPower ManagementEnergy Efficiency7.6DayOneCompanyFrontier TechData CenterDigital Infrastructure7.5Piris LabsCompanyArtificial IntelligenceInferenceNetworking7.4SteadyGatewayEnterprise AI gatewayInferenceModel RoutingOpenAI-compatible API1 API7.3AheadComputingCompanySemiconductorsRISC-VCPU6.8Vertical SemiconductorCompanyComputeSemiconductorsPower Electronics5.9Majestic LabsCompanySemiconductorsMemory5.2InAuth (American Express)CompanyFraud PreventionDevice Intelligence5.1PicoJoolCompanyEnergy TransitionSemiconductorsPhotonics5.0Xscape PhotonicsCompany4.9Augtera NetworksCompanyNetworkingAIOps4.1SygaldryCompanyQuantum ComputingArtificial Intelligence4.1AttotudeCompanySemiconductorsData CenterInterconnect3.9Basis Set VenturesCompanyVenture CapitalArtificial IntelligenceMachine Learning3.9EnfabricaCompanySemiconductorsNetworking3.9Power LatticeCompanyComputeSemiconductorsPower Management3.8SyentaCompanyAutomationSemiconductorsAdvanced Packaging3.6DustPhotonicsCompanySilicon PhotonicsSemiconductorsOptical Interconnect3.4TidalScaleCompanyServer VirtualizationSoftware-Defined Infrastructure3.4Zibra LabsCompanyDistributed ComputeGPU3.4Celero CommunicationsCompanySemiconductorsCoherent DSPOptical Interconnect3.1OlixCompanyArtificial IntelligenceHardwareSemiconductors3.0OratomicCompanyQuantum ComputingNeutral Atom3.0Talking ComputersCompanyArtificial IntelligenceMachine Learning2.6HyperLightCompanyPhotonicsIntegrated PhotonicsSemiconductors2.5Celestial AICompanySemiconductorsSilicon PhotonicsOptical Interconnect2.4Nubisio (Tracxn)Company1.7ScaleBaseCompany1.7Xplenty (Xenon)Company1.7Cloudistics (Fungible)CompanyComposable InfrastructureHyperconverged Infrastructure0.0

APIs with this tag (2)

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 →

Strong 1 Solid coverage with minor gaps
Crusoe Cloud MCP ServerFirst-party, read-only Model Context Protocol server published by Crusoe as the npm package @crusoeai/cloud...65.9
Minimal 1 Almost no public developer surface
Findem Data Labeling Engine"Build AI" service that labels and structures HR data so customers and partners can train and operate their...9.3

Companies reaching this through an API (1)

These companies publish an API, specification or operation carrying “AI Infrastructure” 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.

Findem

Score breakdown

Frequency
54.1
log-scaled weighted occurrences
Breadth
2.2
spread across providers
Quality lift
21.6
mean composite of providers using it
Cohesion
10.4
strength of nearest seed neighbor

Related tags

GPU 16 co-occurrences Data Center 22 co-occurrences Semiconductors 27 co-occurrences Optical Interconnect 7 co-occurrences Photonics 7 co-occurrences Compute 10 co-occurrences Cloud Computing 7 co-occurrences Hardware 28 co-occurrences

Where this tag comes from

Provider tag96
Api tag2

Work with this as data

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

MCP server

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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

curl for this page
This tag 
curl "https://apis.io/api/v1/tags/ai-infrastructure"
All tags 
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort 
curl "https://apis.io/api/v1/cohorts/tag/ai-infrastructure"
The distribution (Pro) 
curl "https://apis.io/api/v1/cohorts/tag/ai-infrastructure/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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