Concentrate AI

Concentrate AI provides an LLM gateway for engineering teams to access model providers, configure fallbacks, monitor usage and manage spending.

StageUndisclosed
Founded—
HeadquartersNew York, USA
StatusPrivate
concentrate.ai

Product

Selected offerings — the AI products recorded here, not the vendor's full catalogue.

Similar products 70

No sourced competitor yet: no filing, vendor document or measured-market report read so far names a rival for this company, so none is asserted. The companies below are the closest by what their products do.

How this list is ranked ↗

LLM GatewayUndisclosedLLM Gateway and LLM Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareTrimioUndisclosedLLM Gateway and Trimio both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareZenMuxUndisclosedLLM Gateway and ZenMux both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareOrq.aiUndisclosedLLM Gateway and AI Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareLangDBUndisclosedLLM Gateway and LangDB AI Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareAIHubMixUndisclosedLLM Gateway and LLM Router both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareInfronUndisclosedLLM Gateway and Infron both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareThe Token CompanyUndisclosedLLM Gateway and The Token Company LLM input compression both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareRespanEarly-stageLLM Gateway and Respan AI Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareFuture AGIUndisclosedLLM Gateway and Command Center both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.2 of 3 capabilitiesShared product typeComparenRouterUndisclosedLLM Gateway and nRouter LLM Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareConiferUndisclosedLLM Gateway and Conifer both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareExperiential LabsUndisclosedLLM Gateway and Experiential Labs Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareCoreWeavePublicLLM Gateway and Mission Control both list data security; Concentrate AI's scale not recorded.3 of 3 capabilitiesShared product typeCompareAI SpendOpsUndisclosedLLM Gateway and AI SpendOps both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either; ships infrastructure service rather than the same layer.1 of 3 capabilitiesDifferent layerCompareCore42UndisclosedLLM Gateway and Core42 Compass both serve buyers who need to build on a hosted model API; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareAssemblyAILate-stageLLM Gateway and AssemblyAI LLM Gateway both serve buyers who need to build on a hosted model API; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareRequestyEarly-stageLLM Gateway and Requesty AI Gateway both serve buyers who need to build on a hosted model API; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareIsoquantUndisclosedLLM Gateway and Isoquant both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either; ships model API rather than the same layer.1 of 3 capabilitiesDifferent layerCompareNot DiamondUndisclosedLLM Gateway and Not Diamond both serve buyers who need to build on a hosted model API; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareEden AIEarly-stageLLM Gateway and Eden AI both serve buyers who need to build on a hosted model API; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareDataikuLate-stageLLM Gateway and Dataiku LLM Guard Services both list data security; both also serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; Concentrate AI's scale not recorded; ships AI agent, agent platform and 3 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompareLangWatchUndisclosedLLM Gateway and LangWatch AI Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareOktaPublicLLM Gateway and Okta for AI Agents both list data security; scale not recorded for either; ships application and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareNera SystemsUndisclosedLLM Gateway and Nera ChatApp both list data security; scale not recorded for either; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareRouterBaseUndisclosedLLM Gateway and RouterBase both serve buyers who need to build on a hosted model API; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareBelvedirUndisclosedLLM Gateway and Belvedir both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships platform rather than the same layer.2 of 3 capabilitiesDifferent layerCompareLiteLLMEarly-stageLLM Gateway and AI Gateway (LiteLLM Proxy) both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; scale not recorded for either; ships AI agent, application and 1 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareEnkrypt AIAcquiredLLM Gateway and Enkrypt AI both list data security; Concentrate AI's scale not recorded; Enkrypt AI is acquired, with no independent scale.1 of 3 capabilitiesShared product typeCompareSplunkAcquiredLLM Gateway and Splunk Enterprise Security both list data security; Concentrate AI's scale not recorded; Splunk is acquired, with no independent scale; ships agent platform, application and 2 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareFireworks AILate-stageLLM Gateway and Fireworks Nexus both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; Concentrate AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareDelineaUndisclosedLLM Gateway and Delinea Iris AI both list data security; scale not recorded for either; ships application and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareUniphoreLate-stageLLM Gateway and Communication Recording Agent both list data security; Concentrate AI's scale not recorded; ships application, data service and 1 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareLatitudeUndisclosedLLM Gateway and Latitude both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareDatadogPublicLLM Gateway and AI Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; Concentrate AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareSpendlineUndisclosedLLM Gateway and Spendline both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareOfoxAIUndisclosedLLM Gateway and OfoxAI both serve buyers who need to build on a hosted model API; scale not recorded for either.Shared product typeCompareTrueFoundryEarly-stageLLM Gateway and TrueFoundry AI Gateway both serve buyers who need to build on a hosted model API; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareNanoGPTUndisclosedLLM Gateway and NanoGPT API both serve buyers who need to build on a hosted model API; scale not recorded for either.Shared product typeCompareMicrosoftPublicLLM Gateway and Foundry Models both serve buyers who need to build on a hosted model API; Concentrate AI's scale not recorded.3 of 3 capabilitiesShared product typeCompareContext.devEarly-stageLLM Gateway and Context.dev both serve buyers who need to build on a hosted model API; scale not recorded for either.Shared product typeCompareKilo CodeAcquiredLLM Gateway and Kilo Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; Concentrate AI's scale not recorded; Kilo Code is acquired, with no independent scale.1 of 3 capabilitiesShared product typeCompareAI/ML APIUndisclosedLLM Gateway and AI Playground both serve buyers who need to build on a hosted model API; scale not recorded for either; ships developer tool rather than the same layer.1 of 3 capabilitiesDifferent layerCompareHeliconeAcquiredLLM Gateway and Helicone AI Gateway both serve buyers who need to build on a hosted model API; Concentrate AI's scale not recorded; Helicone is acquired, with no independent scale.1 of 3 capabilitiesShared product typeCompareRedisUndisclosedLLM Gateway and Redis LangCache both serve buyers who need to build on a hosted model API; scale not recorded for either.Shared product typeCompareDatabricksLate-stageLLM Gateway and Unity Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; Concentrate AI's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareComet MLEarly-stageLLM Gateway and Cost Intelligence both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships AI agent, application and 2 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareCyeraLate-stageLLM Gateway and Access Trail both list data security; Concentrate AI's scale not recorded; ships application and platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareBrowserbaseEarly-stageLLM Gateway and Browserbase Model Gateway both serve buyers who need to build on a hosted model API; Concentrate AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareHugging FaceLate-stageLLM Gateway and Inference Providers both serve buyers who need to build on a hosted model API; Concentrate AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareBasetenLate-stageLLM Gateway and Baseten Model APIs both serve buyers who need to build on a hosted model API; Concentrate AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareZscalerPublicLLM Gateway and Zscaler AI Guard for Apps both list data security; Concentrate AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareAI21 LabsLate-stageLLM Gateway and AI21 Intelligent Gateway both serve buyers who need to build on a hosted model API and track and cut what we spend on AI models; Concentrate AI's scale not recorded.1 of 3 capabilitiesShared product typeCompareMaxim AIUndisclosedLLM Gateway and Bifrost both serve buyers who need to build on a hosted model API; scale not recorded for either; ships application, infrastructure service and 1 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareMastraEarly-stageLLM Gateway and Mastra Gateway both serve buyers who need to build on a hosted model API; scale not recorded for either.2 of 3 capabilitiesShared product typeCompareIndora LabsUndisclosedLLM Gateway and Arbiter both list data security; scale not recorded for either; ships application rather than the same layer.1 of 3 capabilitiesDifferent layerCompareVolcano EngineUndisclosedLLM Gateway and BytePlus ModelArk both serve buyers who need to build on a hosted model API; scale not recorded for either; ships AI agent, agent platform and 4 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareHuawei CloudUndisclosedLLM Gateway and MaaS both serve buyers who need to build on a hosted model API; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareOpenRouterLate-stageLLM Gateway and OpenRouter both serve buyers who need to build on a hosted model API; Concentrate AI's scale not recorded; ships AI agent, developer tool and 1 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareOllamaEarly-stageLLM Gateway and Ollama Cloud both serve buyers who need to build on a hosted model API; scale not recorded for either; ships infrastructure service and model API rather than the same layer.1 of 3 capabilitiesDifferent layerCompareNAVER CloudUndisclosedLLM Gateway and Papago Translation both serve buyers who need to build on a hosted model API; scale not recorded for either.1 of 3 capabilitiesShared product typeCompareWizAcquiredLLM Gateway and Wiz AI-SPM both list data security; Concentrate AI's scale not recorded; Wiz is acquired, with no independent scale; ships platform rather than the same layer.1 of 3 capabilitiesDifferent layerCompareNebius GroupPublicLLM Gateway and Nebius Token Factory both serve buyers who need to build on a hosted model API; Concentrate AI's scale not recorded; ships developer tool, infrastructure service and 1 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareRunPodLate-stageLLM Gateway and Public Endpoints both serve buyers who need to build on a hosted model API; Concentrate AI's scale not recorded; ships developer tool, infrastructure service and 2 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareBoundaryUndisclosedLLM Gateway and BAML both serve buyers who need to build on a hosted model API; scale not recorded for either; ships developer tool rather than the same layer.Different layerComparePalo Alto NetworksPublicLLM Gateway and Enterprise Data Loss Prevention both list data security; Concentrate AI's scale not recorded.2 of 3 capabilitiesShared product typeCompareLangChainLate-stageLLM Gateway and LangSmith LLM Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships agent platform, application and 2 more rather than the same layer.1 of 3 capabilitiesDifferent layerCompareModularAcquiredLLM Gateway and Modular Cloud both serve buyers who need to build on a hosted model API; Concentrate AI's scale not recorded; Modular is acquired, with no independent scale; ships developer tool and infrastructure service rather than the same layer.1 of 3 capabilitiesDifferent layerCompareElasticPublicLLM Gateway and Elastic Inference Service both serve buyers who need to build on a hosted model API; Concentrate AI's scale not recorded; ships agent platform, application and 3 more rather than the same layer.2 of 3 capabilitiesDifferent layerCompareCiscoPublicLLM Gateway and Cisco AI Defense both list data security; Concentrate AI's scale not recorded; ships AI agent, application and 3 more rather than the same layer.3 of 3 capabilitiesDifferent layerCompare

Closest alternatives are pairs a vendor page itself compares. Similar products are matched from what each product does; nothing in that group is asserted as a rivalry.

Sources

Total funding

Not found · 20 Oct 2026

Pages read for this record state no funding total.

Valuation

Not found · 20 Oct 2026

Pages read for this record state no valuation or market capitalisation.

Founded

Not found · 20 Oct 2026

Pages read for this record state no founding year.

Public listing

Not found · 20 Oct 2026

No listing on the pages read; treated as private.

Description

Official documentation · 20 Oct 2026

Company page: "Concentrate is an LLM gateway: one API for every major model provider."

Open Concentrate AI in the directory

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