established · -2.3 capabilitymarket actiondomainresource

LLM

Score 30.4 / 100 344 providers +70 via APIs 157 APIs Search apis.io →
Business capabilities this tag reaches
Information & Data Management 1
Variants seen in the corpus: LLMsLarge Language ModelLarge Language ModelsLLM

Providers using this tag (344)

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

Exemplar 8 Complete, well-documented, and agent-ready
Strong 30 Solid coverage with minor gaps
WebCrawlerAPIWeb ScrapingWeb CrawlingData ExtractionMarkdown3 APIs64.6RefuelArtificial IntelligenceData LabelingData Enrichment3 APIs62.2PerplexityArtificial IntelligenceSearchAgents2 APIs61.6NICE TALKCompanyArtificial IntelligencePlatform1 API61.1NVIDIA NIMArtificial IntelligenceInferenceMicroservices3 APIs60.6EdgeeCompanyArtificial IntelligenceAI Gateway1 API58.4SimplismartCompanyArtificial IntelligenceMachine LearningInference18 APIs57.0SpekoVoiceVoice AISpeech-to-TextText-to-Speech1 API56.5DatasaurCompanyEnterprise SaasData LabelingArtificial Intelligence55.1Atlas CloudCompanyArtificial IntelligenceModel Routing10 APIs54.5SeekrArtificial IntelligenceGenerative AIAgents4 APIs63.4AIMLAPIArtificial IntelligenceMachine LearningAI Models2 APIs63.3GumloopCompanyArtificial IntelligenceAI AgentsAutomation1 API62.1S&P GlobalCapital IQCommodity InsightsCredit RatingsDocument Extraction5 APIs61.3Eden AIArtificial IntelligenceAI GatewayMachine Learning13 APIs61.2ScorecardCompanyArtificial IntelligenceAgentsEvaluation1 API59.4Cerebras SystemsCompanyAI InfrastructureArtificial IntelligenceMachine Learning2 APIs59.2Dedalus LabsCompanyArtificial IntelligenceAgentsMCP2 APIs59.0Arcade.devAuthorizationPluginsAgents9 APIs58.7SambaNova SystemsCompanyArtificial IntelligenceMachine Learning2 APIs58.7H CompanyArtificial IntelligenceAgentsComputer UseAutomation1 API57.7CovalCompanyAI AgentsVoice AITesting20 APIs57.5H2O.aiCompanyArtificial IntelligenceMachine LearningMLOps2 APIs56.5AgentuityCompanyAgentsArtificial IntelligenceCloud1 API56.3Venice.aiCompanyArtificial IntelligenceImage Generation1 API56.3ClaudeArtificial IntelligenceChatbotsConversational AIGenerative AI1 API56.2OpenRelayCompanyGPUInferenceArtificial Intelligence1 API55.2SerperSearchSERPGoogle SearchArtificial Intelligence2 APIs54.8InferenceCompanyArtificial IntelligenceMachine Learning1 API54.4StepFunArtificial IntelligenceMulti-ModalChat Completions12 APIs54.4
Developing 88 Usable, with meaningful gaps to close
ExaArtificial IntelligenceSearchWeb SearchNeural Search7 APIs53.7fiddler.aiCompanyAI ObservabilityMachine Learning1 API53.7GMI CloudCompanyArtificial IntelligenceInferenceGPU Cloud3 APIs53.1AgentGatewayAI GatewayAPI GatewayMCP1 API52.9RelaceCompanyArtificial IntelligenceCoding AgentsCode Generation1 API52.4LlamaParseDocument ParsingOCRPDF33 APIs52.1InstabaseCompanyIntelligent Document ProcessingDocument AIArtificial Intelligence1 API52.0FastrouterCompanyArtificial IntelligenceAPI Gateway1 API51.5Stacks AiCompanyArtificial IntelligenceAgents1 API50.5Microsoft 365 CopilotArtificial IntelligenceCopilotEnterprise1 API50.3Cloudflare AI GatewayAI GatewayObservabilityCaching7 APIs49.3SeltzCompanyWeb SearchAI InfrastructureRetrieval1 API49.0InceptionCompanyArtificial IntelligenceDiffusion Models1 API47.9Mistral AIEmbeddingsMachine LearningAgentsOCR13 APIs47.7HumanLoop AICompanyArtificial IntelligencePlatform2 APIs47.3OpikEvaluationObservabilityTracing1 API47.3LaminarObservabilityAI AgentsTracing3 APIs46.3Novita AIArtificial IntelligenceInferenceGPU1 API44.6BraintrustArtificial IntelligenceObservabilityEvaluation1 API44.5MartianArtificial IntelligenceModel RouterGateways1 API44.3DoCoreAICompanyAI GovernanceCost Management1 API44.1UpstageArtificial IntelligenceDocument AIOCR12 APIs43.5OsmosisCompanyArtificial IntelligenceReinforcement Learning1 API43.4Azure OpenAI ServiceArtificial IntelligenceEmbeddingsGPTGenerative AI2 APIs43.0UnifyArtificial IntelligenceLLM RoutingModel Gateway1 API42.9ChalkCompanyMachine LearningFeature StoreArtificial Intelligence1 API42.5The Token CompanyCompanyArtificial IntelligencePrompt Compression1 API41.9Label StudioArtificial IntelligenceAnnotationData Labeling1 API41.6RequestyArtificial IntelligenceRoutingGateways1 API40.0Adaptive MLCompanyArtificial IntelligenceFine-Tuning1 API39.7DeepSeekArtificial IntelligenceChatChat Completions4 APIs39.7TavilySearchWeb SearchAI Agents1 API39.5Sail ResearchCompanyArtificial IntelligenceInference1 API53.9HyperbolicArtificial IntelligenceComputeDecentralizedDePIN5 APIs53.7Google GeminiAI AgentsArtificial IntelligenceCode GenerationEmbeddings1 API53.5FriendliAICompanyInfrastructureArtificial IntelligenceMachine Learning1 API53.4BifrostAI GatewayLoad BalancingOpen Source4 APIs53.2SarvamCompanyArtificial IntelligenceMachine LearningSpeech-to-Text1 API53.2QuadrillionCompanyArtificial IntelligenceAI AgentsResearch1 API52.5Cognition LabsArtificial IntelligenceAI AgentsAutonomous CodingSoftware Engineering2 APIs52.3AIHubMixCompanyArtificial IntelligenceModel Routing3 APIs52.2InterfazeCompanyArtificial IntelligenceMachine Learning1 API52.1YutoriCompanyArtificial IntelligenceAgentsBrowser Automation1 API51.7Patronus ProtectAI SafetyPrompt InjectionSecurity1 API51.2TARXANCompanyAI AgentsAgent RuntimeLocal-First AI3 APIs50.4Mem0MemoryAI AgentsAgent MemoryContext1 API50.0ScrapingAntData ExtractionProxiesWeb ScrapingBrowser Automation2 APIs49.70G LabsArtificial IntelligenceInferenceGPU Compute1 API48.8Amazon BedrockArtificial IntelligenceFoundation ModelsGenerative AI2 APIs48.8UniphoreCompanyArtificial IntelligenceAgentsConversational AI3 APIs48.7VectaraArtificial IntelligenceAgentsCorporaEmbeddings1 API48.4PydanticAIArtificial IntelligenceAgentsPython2 APIs48.3RAGFlowCompanyArtificial IntelligenceRAGSearch1 API47.9Fastino LabsCompanyArtificial IntelligenceMachine LearningSmall Language Models1 API47.6OpenRouterArtificial IntelligenceGatewaysRouter1 API47.2ModelRushArtificial IntelligenceInferenceMulti-Modal1 API46.8KenshoCompanyArtificial IntelligenceMachine LearningFinancial Data4 APIs46.3BytezCompanyArtificial IntelligenceMachine LearningModel Inference1 API46.1Arcee AICompanyArtificial IntelligenceMachine Learning1 API46.0RasaCompanyArtificial IntelligenceConversational AIChatbots2 APIs46.0UnisoundCompanyArtificial IntelligenceSpeech RecognitionText-to-Speech3 APIs45.8Aleph AlphaCompanyArtificial IntelligenceMachine Learning6 APIs45.3DiscountedTokens APIArtificial IntelligenceGenerative AI InferenceOpenAI-Compatible1 API45.0AiseraCompanyAI AgentsConversational AIITSM4 APIs44.7GlioCompanyArtificial IntelligenceMachine LearningMedia Generation1 API44.7PromptLensCompanyArtificial IntelligenceMonitoringTesting1 API44.5ZotGPT (UC Irvine)Artificial IntelligenceGenerative AIAI Gateway2 APIs44.3ParasailArtificial IntelligenceGPUInference3 APIs43.9RouterPlexArtificial IntelligenceAI GatewayInference1 API43.5FuriosaAIArtificial IntelligenceMachine LearningInferenceSemiconductors2 APIs43.4OxenCompanyData Version ControlMachine LearningArtificial Intelligence2 APIs43.1ModularCompanyArtificial IntelligenceMachine LearningInference1 API42.9LangChainLangChainAgentsArtificial Intelligence1 API42.6ShapesCompanyArtificial IntelligenceAI AgentsChat1 API42.5SmitheryArtificial IntelligenceMCPAI Agents2 APIs42.5PaleBlueDot.AIArtificial IntelligenceMachine LearningInference2 APIs42.4Dome SystemsCompanyAI AgentsAgent GovernanceAI Operations42.3Thinking MachinesCompanyArtificial IntelligenceMachine LearningFine-Tuning1 API42.3Qubrid AIArtificial IntelligenceCloud ComputingGPUInference4 APIs41.1TawkitAICompanyAI AgentsCopilotsGenerative UI41.0StreamLakeCompanyArtificial IntelligenceModel Inference1 API40.7TextcortexCompanyArtificial IntelligenceText Generation1 API40.5AgnoAI AgentsMulti-Agent SystemsPython Framework1 API40.1miso.aiCompanyArtificial IntelligenceMachine LearningSearch1 API40.1AI21 LabsArtificial IntelligenceFoundation ModelsJamba1 API39.7Preferred NetworksCompanyArtificial IntelligenceMachine Learning1 API39.7Hamad Bin Khalifa UniversityUniversityHigher EducationEducationResearch1 API39.4GoodfireCompanyArtificial IntelligenceMachine LearningInterpretability1 API39.3
Thin 104 Limited public surface area
PrompticCompanyArtificial IntelligenceOptimizationEnterprise1 API39.1Ask SageCompanyArtificial IntelligenceGenerative AI2 APIs39.0Abacus.aiCompanyArtificial IntelligenceMachine LearningGenerative AI1 API38.4nexos.aiCompanyArtificial IntelligenceAI Gateway1 API38.2PromptLayerArtificial IntelligencePrompt EngineeringPrompt Management1 API38.1Moonshot AIArtificial IntelligenceInferenceLong Context1 API38.0LinkupArtificial IntelligenceWeb SearchGrounding1 API37.3WriterArtificial IntelligenceEnterpriseContent Generation1 API37.3FlowiseAgentsAgent WorkflowsArtificial Intelligence1 API37.1Kong AI GatewayAI GatewayMCPA2A21 APIs37.0OpenMindCompanyCryptocurrencyRoboticsRobots2 APIs37.0Featherless AIArtificial IntelligenceInferenceServerless2 APIs36.1Parea AIEvaluationObservabilityTesting1 API36.0OllamaOllamaArtificial IntelligenceModels2 APIs35.3Snowball Studio Ltd.CompanyArtificial IntelligenceObservabilityPrompt Management2 APIs34.8ArgillaData AnnotationNatural Language ProcessingRLHF1 API34.3CleanlabArtificial IntelligenceTrustworthinessData Quality1 API34.3Carrot LabsCompanyArtificial IntelligenceFinOpsAIOps1 API33.9LLMWhispererArtificial IntelligenceDocument ExtractionOCR1 API33.4KluArtificial IntelligenceLLM App PlatformPrompt Engineering1 API33.0GroqArtificial IntelligenceInferenceLPU1 API32.9LangSmithArtificial IntelligenceObservabilityEvaluation73 APIs32.7Not DiamondArtificial IntelligenceModel RoutingRouter1 API31.8PromptArmorArtificial IntelligenceSecurityPrompt Injection1 API31.3Keywords AIArtificial IntelligenceObservabilityGateways1 API31.0PostgresMLCompanyArtificial IntelligenceMachine LearningVector Search30.6SUTRA (Two AI)Artificial IntelligenceMultilingualInference1 API29.801.AIArtificial IntelligenceYiOpen Source1 API29.6ImaginodeArtificial IntelligenceImage GenerationVideo GenerationText-to-Speech2 APIs29.6RekaArtificial IntelligenceMulti-ModalSpeech1 API29.5OpenlayerArtificial IntelligenceEvaluationTestingObservability1 API29.2Log10LoggingObservabilityEvaluation1 API29.1OpenLLMetryArtificial IntelligenceObservabilityOpen Source6 APIs29.1dottxtCompanyArtificial IntelligenceStructured Outputs1 API28.7osmAPIArtificial IntelligenceAnthropicGateways4 APIs28.7QwenArtificial IntelligenceInferenceOpen Source1 API28.7LM StudioCompanyArtificial IntelligenceLocal LLMMachine Learning1 API28.5Kimi (Moonshot AI)Long ContextArtificial IntelligenceOpenAI-Compatible1 API28.1glhfArtificial IntelligenceInferenceOpen Source Models1 API27.9LunaryAI EvaluationObservabilityOpen Source1 API27.9PredibaseArtificial IntelligenceFine-TuningInference1 API27.9You.comSearchAI SearchAI Agents4 APIs27.8Athina AIArtificial IntelligenceObservabilityEvaluation1 API27.6PimjoCompanyArtificial IntelligencePlatformTeam Collaboration27.5TensorZeroCompanyArtificial IntelligenceLLMOps27.5TrubricsArtificial IntelligenceProduct AnalyticsEvent Tracking1 API27.4Literal AIArtificial IntelligenceObservabilityEvaluation1 API27.1NovelAIArtificial IntelligenceImage GenerationStorytelling1 API26.7Langtrace AIArtificial IntelligenceObservabilityOpenTelemetry1 API26.3Pay-iCompanyArtificial IntelligenceFinOpsObservability1 API38.9PlandexArtificial IntelligenceAI Coding AgentsDeveloper ToolsOpen Source1 API38.9LocalAIArtificial IntelligenceMachine LearningInference1 API38.5Hailuo AI / MiniMaxVideo GenerationAI VideoGenerative AIImage-to-Video1 API38.3DoclingDocumentsParsingPDFOCR2 APIs38.0Fireworks AIArtificial IntelligenceInferenceMulti-Modal5 APIs37.9KagiSearchPremium SearchAI SearchSummarization1 API37.8Secton APIArtificial IntelligenceInferenceChat Completions1 API37.3Zhipu AIArtificial IntelligenceInferenceGLM1 API37.2ZepMemoryAI AgentsKnowledge GraphTemporal Graph1 API37.1JulepCompanyAI AgentsAgents1 API37.0LangDBArtificial IntelligenceAI GatewayRouting1 API36.9Judgment LabsCompanyAgentsArtificial IntelligenceAgent Evaluation1 API36.8AdaptionCompanyArtificial IntelligenceMachine LearningTraining Data1 API36.4io.netArtificial IntelligenceGPUDecentralized ComputeDePIN8 APIs35.9LlamaindexAgentsFrameworkOpen Source4 APIs35.8MiniMaxArtificial IntelligenceInferenceMulti-Modal1 API35.0LangbaseArtificial IntelligenceAgentsRAG1 API34.6Together AIArtificial IntelligenceInferenceFoundation Models3 APIs34.6OndemandCompanyArtificial IntelligenceMachine LearningRAG1 API34.4BotpressArtificial IntelligenceConversational AIChatOpen Source1 API34.3Instill AICompanyArtificial IntelligenceUnstructured DataData Pipeline1 API34.3UnstructuredDocument ProcessingETLRAG2 APIs34.3SensibleArtificial IntelligenceDocument AIIntelligent Document ProcessingExtraction1 API34.1WeaveAPI - OpenAI-compatible AI API GatewayArtificial IntelligenceInferenceAPI Gateway2 APIs34.1LinkAGI Model APIArtificial IntelligenceAI API GatewayRelay1 API34.0Scalable Inference ServingArtificial IntelligenceCNCFDeploymentInference1 API33.8AsterlabCompanyArtificial IntelligenceMachine Learning1 API33.0AdapterCompanyArtificial IntelligenceCognitionKnowledge Graph1 API32.9ReasonBlocksCompanyAI AgentsAgent Observability1 API32.8xAIArtificial IntelligenceFoundation ModelsGrok1 API32.8BentoMLMachine LearningModel ServingInferenceArtificial Intelligence1 API32.7TaalasCompanyArtificial IntelligenceInferenceSemiconductors2 APIs32.5PositronArtificial IntelligenceInferenceinference-hardwareAI Accelerators2 APIs32.2Nomic AIEmbeddingsData ExplorationOpen Source1 API32.0TabbyAI Coding AssistantCode CompletionOpen SourceDeveloper Tools1 API31.8Context7Artificial IntelligenceContextDocumentation7 APIs31.6SampleHealthcareArtificial IntelligenceDocument Automation2 APIs31.4LangGraphAgentsArtificial IntelligenceWorkflows1 API31.3APIParkAI GatewayAPI GatewayAPI ManagementDeveloper Portal1 API30.9WanAPIsLLM GatewayAI API GatewayOpenAI-CompatibleModel Marketplace1 API30.2smolagentsAI AgentsMulti-AgentPythonCode Generation1 API29.6TargonArtificial IntelligenceInferenceDecentralized1 API29.3Plai LabsCompanyArtificial IntelligenceAI WorkflowsAgents1 API28.9ByteDance DoubaoArtificial IntelligenceInferenceByteDance1 API28.8CentMLArtificial IntelligenceInferenceServerless1 API28.7WomboCompanyArtificial IntelligenceMachine LearningInference1 API28.7DeepMindCompanyArtificial IntelligenceMachine LearningFoundation Models28.5SymbolicaCompanyArtificial IntelligenceAgentsAI Agents28.4Guild.aiCompanyArtificial IntelligenceAI AgentsAgent Control Plane1 API28.2SiliconFlowArtificial IntelligenceInferenceOpen Source1 API27.6GPTZZZArtificial IntelligenceLLM GatewayAPI RelayOpenAI-Compatible2 APIs27.0Nous ResearchCompanyArtificial IntelligenceMachine Learning2 APIs27.0Cumulus LabsCompanyInferenceAI Infrastructure1 API26.8PoolsideArtificial IntelligenceFoundation ModelsAgentic Coding1 API26.7
Emerging 61 Early or largely undocumented
UpTrainArtificial IntelligenceEvaluationLLM Evaluation1 API25.7Open WebUIOpen SourceSelf-HostedOllama1 API25.6OpenPipeArtificial IntelligenceFine-TuningDistillation1 API25.5OumiCompanyEconomic HealthArtificial IntelligenceMachine Learning25.2Aleph Alpha2CompanyArtificial IntelligenceMachine Learning1 API25.1SenseTimeCompanyArtificial IntelligenceMachine LearningFoundation Models1 API25.1Inflection AIArtificial IntelligencePersonal AIPI1 API24.7vLLMInferenceOpen SourceGPU1 API24.7WordwareArtificial IntelligenceAI AgentsPrompt Engineering1 API23.7ManagePromptCompanyDebuggingOpen Source1 API23.3Hamming AIArtificial IntelligenceVoice AgentsTesting1 API23.2DeepchecksArtificial IntelligenceEvaluationTesting1 API23.1SentrialCompanyAI AgentsObservabilityMonitoring1 API22.9Protect AIArtificial IntelligenceMachine LearningSecurity1 API22.6CuemarcCompanyArtificial IntelligenceReputation ManagementMarketing22.2HyperbolicArtificial IntelligenceInferenceGPU1 API21.5Lasso SecurityArtificial IntelligenceGenAI SecurityPrompt Injection1 API21.5AxflowCompanyArtificial IntelligenceToolingPlatform3 APIs21.3KAITOArtificial IntelligenceGPUInferenceKubernetes1 API21.0LLM AbacusCompanyPricingComparison1 API21.0Maxim AIArtificial IntelligenceAgentsObservability1 API18.9DatumoCompanyArtificial IntelligenceEvaluation18.5PrevalCompanyArtificial IntelligenceObservabilityMonitoring16.4ContextGemArtificial IntelligenceNatural Language ProcessingData Extraction1 API15.2LlamaArtificial IntelligenceMachine LearningMeta4 APIs13.1ExtensityCompanyArtificial IntelligenceNeuro-Symbolic AI12.0INTELLITHINGCompanyArtificial IntelligenceEnterprise11.1AiderArtificial IntelligenceAI Pair ProgrammingDeveloper ToolsCLI15 APIs26.0KakaoMessagingMapsNavigationPayments1 API25.6AgentSeaCompanyArtificial IntelligenceAI AgentsAgent Orchestration2 APIs25.0MirielCompanyArtificial IntelligenceContext EngineRetrieval7 APIs24.9Expected ParrotCompanyArtificial IntelligenceSurveys24.5SphinxCompanyArtificial IntelligenceData ScienceData Governance24.3AG2AI AgentsMulti-AgentAgentOSAutoGen3 APIs24.0MirascopeFrameworkArtificial IntelligenceVersioning2 APIs23.4KneronCompanyArtificial IntelligenceEdge AISemiconductors22.9Vals AiCompanyArtificial IntelligenceEvaluation22.4AshrCompanyAI AgentsAgent TestingEvaluation22.1RunAnywhereCompanyOn-Device AIInferenceMachine Learning1 API21.4MosaicMLArtificial IntelligenceFoundation ModelsModel TrainingPretraining21.0Merlyn MindCompanyArtificial IntelligenceEducationEdTech20.9iGentCompanyAi Enterprise SoftwareArtificial IntelligenceSoftware Development20.8Prompt DrivenCompanyDeveloper ToolsArtificial IntelligenceCode Generation20.7BoltzbitCompanyArtificial IntelligenceMachine Learning20.1MiraiCompanyArtificial IntelligenceOn-Device AIInference1 API19.9OpenproseCompanyAI AgentsAgent OrchestrationDeveloper Tools19.4Scaled CognitionArtificial IntelligenceAgentsCustomer Experience1 API18.7BaiduCompanyTechnologyArtificial IntelligenceMachine Learning2 APIs18.5FastMCPMCPPythonFrameworkOpen Source6 APIs18.2SuperduperAI FrameworkVector SearchRAG6 APIs17.3ConiferCompanyArtificial IntelligenceLocal AIInference16.3TurintechCompanyArtificial IntelligenceMachine LearningCode Optimization16.0Liquid AIArtificial IntelligenceInferenceFoundation Models1 API15.3Pi LabsCompanyArtificial IntelligenceEvaluation1 API15.2FlowGPTCompanyFrontier TechArtificial IntelligenceGenerative AI14.8VeraxCompanyAI SecurityAI GovernanceGenerative AI14.7IKI AICompanyArtificial IntelligenceKnowledge ManagementResearch14.3PiensoCompanyArtificial IntelligenceMachine LearningDeep Learning14.3PinokioAI LauncherAI BrowserLocal AIOpen Source13.1Chai ResearchCompanyArtificial IntelligenceConversational AI12.0BelvedirCompanyArtificial IntelligenceMachine LearningReinforcement Learning11.2
Minimal 52 Almost no public developer surface
LMQLCompanyArtificial IntelligenceQuery Language10.6l1m.ioCompanyData ExtractionOpen Source1 API10.0xmemCompanyArtificial IntelligenceMemory1 API10.0DataNeuronArtificial IntelligenceNo-CodeData Annotation9.5SelectstarCompanyArtificial IntelligenceConsultingData9.1PromptSpendCompanyCost CalculatorArtificial Intelligence8.9Alinia AiCompanyArtificial IntelligenceAI SafetyAI Compliance8.8Kiwop LLMOpsCompanyArtificial IntelligenceRAG8.4Level AIArtificial IntelligenceContact CenterCustomer ExperienceConversational Intelligence7.7Stem AICompanyVenture CapitalAcceleratorArtificial Intelligence6.5Open SoulsCompanyAI AgentsAgent Framework5.0BenchLLMCompanyArtificial IntelligenceBenchmarking4.4MatXCompanySemiconductorsArtificial IntelligenceHardware4.2Morph SystemsCompanyArtificial IntelligenceConsultingPalantir3.9LLM Price CheckCompanyArtificial IntelligencePricing3.0LlmwizardCompanyArtificial IntelligenceTools3.0UrsulaCompanyArtificial IntelligenceAI CharactersGaming3.0Semantic KernelAgentsArtificial IntelligenceOrchestration2.0GentraceCompanyArtificial IntelligenceEvaluation1 API0.0Context.ai *CompanyArtificial IntelligenceAI AgentsEnterprise AI10.8RadixArkCompanyArtificial IntelligenceAI InfrastructureMachine Learning10.4KingswareCompanyArtificial IntelligenceRPAAI Agents10.1ONEAIX (1data / Yida Technology)CompanyArtificial IntelligenceAI Agents10.0KinectCompanyArtificial IntelligenceE-CommerceAgentic Commerce9.9Applied ComputeCompanyArtificial IntelligenceMachine Learning9.8Sakana AIArtificial IntelligenceResearchFoundation Models1 API9.8ALICE TechnologiesConstructionConstruction TechnologySchedulingGenerative Scheduling9.7Agile LoopCompanyArtificial IntelligenceAI AgentsLarge Action Models9.4TruEra (Snowflake)AI EvaluationObservabilityAI Governance1 API9.1Guide LabsCompanyEnterprise SaasArtificial IntelligenceInterpretability8.5Character.AIArtificial IntelligenceChatbotsPersonas8.3SentientCompanyCryptocurrencyArtificial IntelligenceAgents8.1TiyaroCompanyArtificial IntelligenceAI AgentsCustomer Service7.9Rubric LabsCompanyArtificial IntelligenceAI AgentsApplied AI6.8Theta EdgeCloudDistributed ComputingGPU ComputeAI ComputeInference6.7Pramaana LabsCompanyArtificial IntelligenceVerificationFormal Methods6.5EspressiveCompanyConversational AIVirtual AgentsITSM6.1MagicArtificial IntelligenceAGI ResearchCoding AgentsLong Context6.0INF TechCompanyArtificial IntelligenceMachine Learning5.7Essential AIArtificial IntelligenceMachine Learningopen-weight-models4.6Mendel AIClinical AIHealthcare AIOncologyClinical Trials4.6Slice LabsInsuranceInsurtechInsurance As A ServiceInsurance Cloud Services4.2Deep InteractionsCompanyArtificial IntelligenceAI BuilderDeveloper Tools3.4EnvariantCompanyArtificial IntelligenceInterpretabilityFoundation Models3.4IsidorCompanyArtificial IntelligenceEnterprise AIMachine Learning3.4EngramCompanyArtificial IntelligenceMachine Learning3.0GoatChat AICompanyArtificial IntelligenceConversational AIChatbots3.0HydeCompanyAi AppsArtificial IntelligenceMachine Learning3.0FintoolCompanyFinancial ServicesArtificial IntelligenceEquity Research2.5GraftCompanyArtificial IntelligenceMachine LearningFoundation Models2.1OctoAIAcquiredDefunctInferenceGenerative AI5 APIs0.0PhindAI Coding AssistantAI SearchDeveloper Tools2 APIs0.0
Unrated 1 Not yet scored

APIs with this tag (153)

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
Strong 28 Solid coverage with minor gaps
IBM watsonx.aiRun text inference, prompt tuning, and more on large language models using the watsonx.ai API for generativ...66.4Medusa Docs MCP ServerRemote Model Context Protocol server exposing the Medusa documentation to LLM-powered coding assistants - l...66.0OCI Generative AI APIFully managed service providing customizable large language models for chat, text generation, summarization...65.9Novu MCP ServerOfficial Model Context Protocol server exposing the Novu REST API surface as MCP tools so AI agents (Claude...63.4Perplexity Async Chat Completions APIThe Async Chat Completions API enables developers to submit long-running chat completion requests for backg...61.6Perplexity Responses APIThe Responses API (Agentic Research API) provides access to third-party frontier models from providers like...61.6S&P Global LLM-Ready API (kFinance)REST API and Model Context Protocol server exposing S&P Capital IQ Financials, Market Data, Business Relati...61.3DialNexa LL Ms APIThe LLMs API from DialNexa — 3 operation(s) for llms.60.8NVIDIA NIM Completions APILegacy OpenAI-compatible text completion endpoint (/v1/completions) for non-chat foundation models served b...60.6Swiss AI Platform Inference Endpoints APIOpenAI-compatible inference endpoints for chat, multimodal, audio, embedding, reasoning and guardrail model...59.0arcade-dev LLM APIThe LLM API from arcade-dev — 1 operation(s) for llm.58.7Amazon Bedrock APIAmazon Bedrock is a fully managed service that provides access to foundation models from leading AI compani...58.5Galileo Technologies Llm APIThe llm API from Galileo Technologies — 2 operation(s) for llm.57.9Text Generation Inference (TGI)High-performance inference server for large language models with continuous batching, token streaming, tens...57.8H Company Holo Models APIOpenAI-compatible inference API serving the Holo3 and Holo3.1 vision-language models for computer use — cha...57.7Corti Models APIOpenAI-compatible (Chat Completions, Responses, Completions, Embeddings) and Anthropic-compatible (Messages...57.6Simplismart Llm APIThe Llm API from Simplismart — 1 operation(s) for llm.57.0Meta Llama APIAccess Meta's Llama large language models including Llama 4 and Llama 3 family for building AI-powered appl...56.5tessl.io LLM APIThe LLM API from tessl.io — 2 operation(s) for llm.56.3Fasten Answers AIGPL-3.0 licensed Python proof-of-concept for AI-powered health insights — exploratory work on conversationa...56.1Traefik AI GatewaySelf-hosted Kubernetes-native gateway for LLM traffic. OpenAI-compatible unified API in front of OpenAI, An...55.6Phala Private AI APIOpenAI-compatible confidential inference API (chat completions, responses, Anthropic-format messages, compl...55.3OpenRelay Inference APIOpenAI-compatible chat completions API (POST /v1/chat/completions) and, for supporting models, an Anthropic...55.2Axway Amplify AI GatewayAxway Amplify AI Gateway is a secure, enterprise-grade AI gateway that governs AI integration, orchestrates...54.6Inference.net APIOpenAI-compatible inference API for open-source, frontier, and custom language models — chat completions, b...54.4StepFun Chat Completions APIOpenAI-compatible chat completions for the Step model family (e.g. step-3.7-flash, step-3.5-flash, stepaudi...54.4StepFun Messages APIAnthropic Messages API-compatible endpoint (POST /v1/messages) that lets the Anthropic SDK and Claude-style...54.4StepFun Responses APIOpenAI Responses API-style endpoint for generating model responses on the StepFun open platform.54.4
Developing 37 Usable, with meaningful gaps to close
Anam.ai LL Ms APIThe LLMs API from Anam.ai — 2 operation(s) for llms.54.2Prime Intellect Inference APIOpenAI-compatible inference API for hosted frontier and open models served at api.pinference.ai. Supports s...53.9Hyperbolic Serverless Inference APIOpenAI-compatible inference API for 25+ open-source models. Surfaces include text chat, vision, image gener...53.7Bifrost Go SDKThe Bifrost Go SDK provides a native Go client for embedding the Bifrost AI gateway directly into Go applic...53.2Scaleway Generative APIsScaleway Generative APIs provide access to AI language models and generative AI services hosted on Scaleway...52.0Letta LL Ms APIList available LLM models and configurations.51.5PromptQL Natural Language APIThe PromptQL Natural Language API allows interaction with Hasura PromptQL to send natural language messages...51.4Oxylabs AI StudioSuite of AI-native data acquisition primitives — AI Scraper (turn any URL into structured JSON or markdown ...50.6TARX Supercomputer APIOpenAI-compatible hosted inference API. GET /v1/models lists the single model t-supercomputer (owned_by tar...50.4Lambda Inference APILambda Inference API is an OpenAI-compatible REST gateway at https://api.lambda.ai/v1 that serves hosted op...50.1Gemini Developer API for AndroidCloud-based Gemini API for integrating generative AI capabilities into Android applications.49.8Gemini Nano On-Device AI APIOn-device generative AI powered by Gemini Nano for summarization, proofreading, rewriting, and image descri...49.8Agent Exchange Llm APIThe llm API from Agent Exchange — 7 operation(s) for llm.49.6Cloudflare AI Gateway Unified REST APIUnified REST API launched May 21, 2026 that lets developers call any supported model through a single endpo...49.3Uniphore Business AI Cloud (BAIC) Platform APIThe Business AI Cloud platform API. The publicly documented surface is the customer-deployed BAIC distribut...48.7Zoca LLM APIThe LLM API from Zoca — 2 operation(s) for llm.47.8Amberflo AI Gateway APIThe Amberflo AI Gateway provides a unified API for routing requests to 1,500+ LLM models with intelligent m...46.5Kensho LLM-ready API (kfinance)LLM-ready API that connects LLMs, agents, and AI applications to S&P Global's trusted data through flexible...46.3AkashML Inference APIOpenAI-compatible AI inference API providing access to open-source LLMs hosted on decentralized compute acr...46.0Unisound Shanhai (UniGPT) LLM WebAPIREST chat-completions WebAPI for the Shanhai (山海 / UniGPT) large language model on the Unisound AI Open Pla...45.8Unisound Token Hub APIMulti-modal MaaS API for Unisound U2 models: OpenAI-compatible chat completions and Anthropic-compatible me...45.8Surf Chat APIOpenAI-style Chat/Research API. POST /responses with a surf-2.0 or surf-2.0-instant model and a natural-lan...45.0Stanford AI API GatewayDirect API access to the large language models hosted in Stanford's own cloud infrastructure behind the AI ...44.8Glio LLM APISynchronous text generation endpoints44.7Braintrust APIThe Braintrust REST API provides programmatic access to projects, experiments, datasets, prompts, functions...44.5Highspot MCP ServerThe Highspot MCP Server leverages the Model Context Protocol to provide LLMs with access to sales content, ...44.4Furiosa-LLM OpenAI-Compatible ServerThe HTTP server started by `furiosa-llm serve `. It hosts a single model on RNGD NPUs and exposes an Open43.4MAX Inference REST APIOpenAI-compatible inference API served by MAX. Exposes /v1/chat/completions, /v1/completions, /v1/embedding...42.9Cognee Llm APILLM-backed endpoints for inferring graph schemas and generating custom extraction prompts.42.6PBD TokenRouter Inference APIOpenAI-, Anthropic- and Gemini-compatible inference gateway. One API key and one base URL route requests ac...42.4Tinker APIManaged training/fine-tuning and sampling API for open-weight language models, consumed through the officia...42.3Spring AI APISpring AI provides a Spring-friendly API and abstractions for building AI-powered applications. It offers a...40.0ScrapingBee AI Web Scraping APIThe AI Web Scraping API leverages LLM-driven extraction to lift content from web pages by expressing what y...39.9AI21 Jamba Chat Completions APIConversational completions endpoint backed by the Jamba family of hybrid Mamba/Transformer models (Jamba 1....39.7PLaMo APIThe PLaMo API is Preferred Networks' cloud service for its domestically developed PLaMo large language mode...39.7Val Town MCP ServerModel Context Protocol server hosted by Val Town at api.val.town/v3/mcp enabling LLMs and AI agents to inte...39.7Ember APIHosted mechanistic-interpretability API. OpenAI-compatible chat-completions sampling plus feature discovery...39.3
Thin 53 Limited public surface area
Cohere Chat APIThe Cohere Chat API enables developers to integrate large language model text generation capabilities into ...38.0Docling AgentReference agent that reads, writes, and edits documents using Docling as the IO layer. Demonstrates how Doc...38.0Kagi FastGPT APIFastGPT is Kagi's LLM-powered question answering API that combines a hosted model with live Kagi web search...37.8Kagi Universal Summarizer APIThe Universal Summarizer API condenses URLs, documents, audio, and video into structured summaries using Ka...37.8AI Proxy Advanced PluginThe AI Proxy Advanced plugin extends AI Proxy with load balancing, weighted distribution, and fallback acro...37.0AI Proxy PluginThe AI Proxy plugin transforms and proxies requests to a configured AI provider and model, shielding client...37.0AI Request/Response Transformer PluginUses LLMs at the gateway to transform request and response payloads (for example, reshaping JSON or transla...37.0Azure OpenAI Service APIREST API access to OpenAI models including GPT-4, DALL-E, and Whisper with enterprise security.37.0Kong AI GatewayKong AI Gateway is the connectivity and governance layer for AI-native applications. Built on Kong Gateway,...37.0OpenMind LLM APIUnified chat-completions endpoint that proxies multiple LLM providers (OpenAI, Anthropic via OpenRouter, Go...37.0W&B Serverless Inference (CoreWeave)OpenAI-compatible inference API for hosted open-source foundation models, running on CoreWeave GPU infrastr...36.4W&B Weave (LLM Observability)LLM observability and evaluation platform providing tracing, output evaluation, cost estimation, prompt pla...36.4IO Intelligence APIOpenAI-compatible inference API for open-source AI models hosted on io.net's decentralized GPU network. Exp...35.9LlamaIndex Python FrameworkLlamaIndex is an open-source Python framework for building LLM-powered applications including agents, RAG p...35.8LlamaIndex TypeScript FrameworkLlamaIndex TypeScript is the JavaScript and TypeScript implementation of the LlamaIndex framework for build...35.8DBT Capital LLM APIAI and language model operations35.4Ollama Anthropic Compatibility APIOllama provides compatibility with the Anthropic Messages API, enabling tools like Claude Code to work with...35.3Ollama Cloud APIOllama Cloud provides cloud-hosted inference for large language models, giving access to larger models and ...35.3Ollama OpenAI Compatibility APIOllama provides compatibility with parts of the OpenAI API, allowing existing applications built for OpenAI...35.3Ollama System One Decision APIOllama's /v1/systemone endpoint (v0.35.0+) for decision models such as Nimble, Tev1, Clef and Clef Flash, r...35.3myTomorrows Llm APIThe Llm API from myTomorrows — 8 operation(s) for llm.34.9Sensible REST APIREST API for document extraction (sync/async, single-document or portfolio), classification, fill, generati...34.1WeaveAPI Anthropic-compatible Messages APIAnthropic/Claude-wire-compatible messages route served from the bare api.weaveapi.dev host. The Claude Code...34.1WeaveAPI OpenAI-compatible APIOpenAI-wire-compatible REST API for chat completions, responses-style requests and the model catalog, authe...34.1ELM — Edinburgh Language Models APIOpenAI-compatible generative-AI gateway built and run by EDINA at the University of Edinburgh, described by...34.0KI-Toolbox — KIT Generative AI Service (Open WebUI)The Scientific Computing Center operates the KI-Toolbox, KIT's generative-AI service for staff, students an...33.9vLLM OpenAI-Compatible APIvLLM is a high-throughput and memory-efficient inference engine for LLMs, implementing PagedAttention for e...33.8ZenRows MCP ServerOfficial ZenRows Model Context Protocol server that exposes the scraping platform to AI assistants. Availab...33.6u:ai API (Academic AI)u:ai is the University of Vienna's AI assistant for staff and students, offered with API access for scripte...33.4Aster Inference APIOpenAI-compatible inference API from Aster serving open-weight models (gpt-oss-120b, gpt-oss-120b-fast, GLM...33.0LiteLLM Completions APIProvides an OpenAI-compatible /completions endpoint for text completion requests routed through the LiteLLM...32.5LiteLLM Responses APIProvides an OpenAI-compatible /responses endpoint supporting the Responses API specification, including con...32.5Taalas APITaalas-native REST interface for running inference against the HC1 hardcore-model silicon. Three operations...32.5GPT4AllOpen-source ecosystem for running large language models locally on consumer hardware. Ships a desktop chat ...32.0Dartmouth Chat AI APIAn OpenAI- and Anthropic-compatible API over large language, embedding and reranking models running on Dart...31.9Context7 MCP ServerThe Context7 MCP Server implements the Model Context Protocol so AI coding assistants such as Cursor, Claud...31.6LiveKit Agents APIFramework and runtime for voice / multimodal AI agents that join LiveKit rooms; integrates with LLM, STT, a...31.5DeepInfra Platform APIOpenAI- and Anthropic-compatible inference API for 100+ open-source models. Surfaces include chat completio...31.0Mango LLMBoost Inference Server APILLMBoost is MangoBoost's enterprise LLM inference server. It serves the OpenAI REST API on /v1 so an existi...30.8Agora Conversational AI Engine APIThe Agora Conversational AI Engine enables building voice-enabled AI agents with sub-second response times ...30.3Inworld LLM Router APIRouting layer over 220+ LLM models, billed at provider cost via Inworld's unified API.29.7Imaginode MCP ServerHosted MCP server (Streamable HTTP transport) exposing four tools: list_models, generate_image, generate_vi...29.6Imaginode REST APIREST API to list models and launch/track image and video generations. Endpoints: GET /api/models (unauthent...29.6Lingyiwanwu Platform APIOpenAI-compatible chat completions and vision endpoints for the Yi model family. Base URL https://api.lingy...29.6Volcano Engine Ark APIOpenAI-compatible chat, responses, embedding, batch, image (Seedream), video (Seedance), 3D, and TTS APIs s...28.8DashScope (Alibaba Cloud Model Studio) APINative Alibaba Cloud Model Studio API serving the Qwen model family. Provides chat completions, multimodal ...28.7Spin Serverless AI APIThe Spin Serverless AI API enables Spin components to run AI inference using built-in language model suppor...28.7You.com Research APIThe Research API orchestrates multi-step web research to produce ranked, cited responses to complex questio...27.8SiliconFlow Cloud Platform APIOpenAI- and Anthropic-compatible inference covering chat completions, messages, embeddings, reranking, imag...27.6TUD:AI LLM APIAn OpenAI-compatible LLM inference API operated by ZIH and ScaDS.AI Dresden/Leipzig for TU Dresden staff, s...27.0Cumulus Inference GatewayOpenAI-compatible HTTP inference gateway. One client works against every upstream provider; per-workflow ro...26.8Raycast AI APIAI access surfaced through the SDK via `AI.ask(prompt)` - no API keys or HTTP endpoint required. Routes pro...26.8NovelAI APINovelAI API provides programmatic access to AI image generation and text generation capabilities.26.7
Emerging 25 Early or largely undocumented
Lightning AI Model APIsHosted inference API that serves frontier and open models behind a Lightning API key, billed per token with...26.1King's e-Research AI Hub APIAn OpenAI-compatible LLM inference API operated by King's e-Research for researchers, students and staff. P...26.0Port AI and LLM Management APIEndpoints to manage AI agents, prompts, memory, and LLM-driven capabilities embedded in the Port platform.26.0KoGPT APIKoGPT is Kakao Brain's Korean-language large language model. The KoGPT API provides text generation, summar...25.6PhariaInference APIThe PhariaInference HTTP API provides access to Aleph Alpha's specialized language models for text completi...25.1SenseNova LLM APIThe SenseNova LLM API service platform exposes SenseTime's large multimodal foundation models (chat complet...25.1AgentSea LLM GatewayOpenAI-compatible HTTP gateway shipped as @lov3kaizen/agentsea-gateway (and as the Elixir agentsea_web Phoe...25.0Twindo LLM JSON APIPublic machine-readable company profile Twindo publishes for LLMs and agents (linked from the site footer a...24.8Nebius Token FactoryNebius Token Factory is the AI model inference platform offering OpenAI-compatible endpoints for serving op...24.7Activeloop Llm APIThe llm API from Activeloop — 6 operation(s) for llm.24.5Wordware WordApps APIRun deployed WordApps programmatically. Each published WordApp exposes a run endpoint (POST /api/released-a...23.7Sageox LLM APIOpenAI-compatible chat completion endpoints. Proxies requests to configured LLM providers (Bedrock, OpenAI)...23.1DataDome Agentic TrustAgentic Trust is DataDome's product for managing AI-agent traffic, letting customers identify, authenticate...22.9Recon (Red-Teaming)Commercial automated red-teaming product that rigorously tests LLM and GenAI applications for vulnerabiliti...22.6AI API Access (Azure OpenAI / Amazon Bedrock)Boston University IS&T brokers Large Language Model API keys to affiliated faculty, researchers, staff and ...21.1Gleeful AI Llms APIThe Llms API from Gleeful AI — 1 operation(s) for llms.20.7Higress AI GatewayHigress AI Gateway extends the core Higress gateway with AI-specific capabilities including LLM proxy routi...19.0Maxim AI APIThe Maxim REST API provides programmatic access to prompts, workflows, agents, datasets, evaluators, test r...18.9Baidu AI Cloud QianfanOpenAI-compatible LLM / Model-as-a-Service API hosting the ERNIE family and select open models (DeepSeek, G...18.5Norm AI AdvisorNorm is FBN's LLM-based AI agronomy advisor, answering members' questions on seed selection, crop protectio...15.8Liquid AI Platform APIHosted inference and customization API for the LFM family. Includes Liquid Playground and LEAP customizatio...15.3Pi Scoring APIOpenAPI-compatible REST API for scoring, calibrating, and optimizing LLM outputs against rubrics of natural...15.2Collibra AI Command CenterThe Collibra AI Command Center provides a unified control plane for governing enterprise AI systems with co...13.7Llama APIMeta's hosted REST API providing access to Llama large language models for chat completions, text generatio...13.1Naver Cloud HyperCLOVA X APIHyperCLOVA X is Naver's Korean-language large language model. The HyperCLOVA X API exposes chat completion,...11.6
Minimal 3 Almost no public developer surface

Companies reaching this through an API (70)

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

Activeloop Agent Exchange Agora Akash Network Amazon Web Services Amberflo Anam.ai Android AppsFlyer Axway Boston University Cognee Collibra Corti Dartmouth College DataDome DBT Capital DialNexa Farmers Business Network Fasten Health Galileo Technologies Gleeful AI Hasura Highspot Higress Hugging Face Transformers IBM Inworld AI Karlsruhe Institute of Technology King's College London Lambda Letta Lightning AI LiteLLM LiveKit MangoBoost Medusa Meltwater Meta Microsoft Cognitive Services myTomorrows Naver Nebius Novu Oracle Oxylabs Phala Network Port Prime Intellect Raycast
Show all 70 companies ↓

Score breakdown

Frequency
73.2
log-scaled weighted occurrences
Breadth
7.7
spread across providers
Quality lift
34.8
mean composite of providers using it
Cohesion
21.6
strength of nearest seed neighbor

Where this tag sits

Generative AI broader Foundation Models broader Artificial Intelligence broader

Related tags

Inference 97 co-occurrences Chat Completions 79 co-occurrences Models 92 co-occurrences OpenAI-Compatible 50 co-occurrences Foundation Models 52 co-occurrences Embeddings 52 co-occurrences Machine Learning 125 co-occurrences RAG 37 co-occurrences

Where this tag comes from

Provider tag363
Api tag157
Openapi tag17
Openapi op tag55

Markets provisional

Kin Score markets whose measured providers carry this tag. Share is the fraction of the market's measured providers that carry it — it describes the market, not this tag.

Cohort brief

Auto-generated

The 336 providers in the APIs.io catalog tagged LLM, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
336
of 344 in the catalog
Mean Kin Score
33.5
+11.3 vs catalog 22.2
Mean Agent Readiness
20.5
+8.5 vs catalog 12
Spread
0–89
median 34 · σ 17
How the 336 split by band
Exemplar 8Strong 29Developing 88Thin 103Emerging 60Minimal 48
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 41 23.2 +17.8 336
Contract Quality 30.8 17.2 +13.6 336
Access Clarity 34.8 23.9 +10.9 336
Operational Transparency 21 13 +8 336
Discoverability 64.7 57.9 +6.8 336
Contract Governance 8.7 6.5 +2.2 336

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) 28% 13% +15
MCP server (first-party) 28% 12% +16
Agent Skills 0% 0% 0
OAuth scopes 6% 11% -5
Security 99% 98% +1
Arazzo workflows 3% 2% +1
Governance rules 26% 16% +10

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 Anthropic 89
  2. 2 OpenAI 84.5
  3. 3 Kong 71.8
  4. 4 Octen 71.5
  5. 5 SpicyAPI 68.3
  6. 6 AlphaAI 66.8
  7. 7 Bem 66.7
  8. 8 Hugging Face 66.7
  9. 9 WebCrawlerAPI 64.6
  10. 10 Seekr 63.4
Top by Agent Readiness
  1. 1 AlphaAI 67.6
  2. 2 Patronus Protect 66.9
  3. 3 S&P Global 65.1
  4. 4 Perplexity 61.6
  5. 5 Speko 61
  6. 6 Coval 60.7
  7. 7 OpenAI 58.4
  8. 8 GMI Cloud 56.3
  9. 9 Exa 55.6
  10. 10 Fastino Labs 54.6
All 344 members of this roster resolve to a provider in the catalog; 336 carry a score (98%). The figures above describe the scored members only.
Coverage caveat. 276 of 336 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

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

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