T

Touchmark

Marketplace for reserved AI model inference where buyers reserve a set number of tokens or hourly throughput for a model under stated service levels and providers bid to serve the order, with Touchmark metering usage and collecting payment on the provider's behalf.

StageUndisclosed

Founded—

HeadquartersSan Francisco, USA

StatusPrivate

Product

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

• Touchmark Platform Sold on its own

  Marketplace in which buyers reserve AI model inference as a set number of tokens over a month or as hourly throughput, specify availability, first-token latency and speed commitments, and providers bid to serve the order, with resale of unused capacity; priced by a published curve from each model's list rate, with buyers paying no transaction fees.

Similar products 59

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 ↗

RRunPodLate-stageTouchmark and Runpod Hybrid Cloud both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.2 of 2 capabilitiesShared product typeCompareOOpenRelayUndisclosedTouchmark and OpenRelay both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; scale not recorded for either; ships infrastructure service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareVVast.aiUndisclosedTouchmark and Vast.ai Serverless both list GPU cloud; scale not recorded for either; ships infrastructure service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareKEKakao EnterpriseUndisclosedTouchmark and AI Insight both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareNCNodus ComputeUndisclosedTouchmark and Nodus both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; scale not recorded for either; ships infrastructure service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareLLambdaLate-stageTouchmark and Lambda On-Demand Instances both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; scale not recorded for either; ships infrastructure service and model API rather than the same layer.2 of 2 capabilitiesDifferent layerCompareNGNebius GroupPublicTouchmark and Nebius AI Cloud both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded; ships developer tool, infrastructure service and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareCCrusoeLate-stageTouchmark and Crusoe Edge Zones both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded; ships API service, developer tool and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerComparePPacificUndisclosedTouchmark and Pacific Pod both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; scale not recorded for either; ships infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareTATogether AILate-stageTouchmark and Together Frontier AI Factory both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded; ships API service, developer tool and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareCCoreWeavePublicTouchmark and CoreWeave AI Cloud both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.2 of 2 capabilitiesShared product typeCompareCCore42UndisclosedTouchmark and Core42 Sovereign AI Cloud both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; scale not recorded for either; ships API service, application and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareMModalLate-stageTouchmark and Modal both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded; ships developer tool and infrastructure service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareNCNAVER CloudUndisclosedTouchmark and ML expert Platform both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareHCHuawei CloudUndisclosedTouchmark and GPU Accelerated Cloud Server both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareFFalUndisclosedTouchmark and fal Compute both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; scale not recorded for either; ships AI agent, application and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareW&Weights & BiasesAcquiredTouchmark and CoreWeave Serverless RL both list GPU cloud; Touchmark's scale not recorded; Weights & Biases is acquired, with no independent scale.2 of 2 capabilitiesShared product typeCompareBBelvedirUndisclosedTouchmark and Belvedir both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareOOrchestraUndisclosedTouchmark and Orchestra both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareTTenstorrentLate-stageTouchmark and Tenstorrent Cloud both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded; ships application, hardware and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareSStoaUndisclosedTouchmark and Stoa both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; scale not recorded for either; ships application rather than the same layer.1 of 2 capabilitiesDifferent layerCompareLLatitudeUndisclosedTouchmark and Latitude both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either.Shared product typeCompareSSpendlineUndisclosedTouchmark and Spendline both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either.Shared product typeCompareAAIHubMixUndisclosedTouchmark and LLM Router both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareIInfronUndisclosedTouchmark and Infron both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareTTThe Token CompanyUndisclosedTouchmark and The Token Company LLM input compression both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareSSenseTimePublicTouchmark and Elastic Compute Service both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.2 of 2 capabilitiesShared product typeCompareAAMDPublicTouchmark and AMD Developer Cloud both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.2 of 2 capabilitiesShared product typeCompareLGLLM GatewayUndisclosedTouchmark and LLM Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareTTrimioUndisclosedTouchmark and Trimio both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareZZenMuxUndisclosedTouchmark and ZenMux both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareOOraclePublicTouchmark and OCI Compute for GPUs both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.2 of 2 capabilitiesShared product typeCompareHHumainUndisclosedTouchmark and HUMAIN COMPUTE both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareOOneTriangleUndisclosedTouchmark and OneTriangle Inference both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships model API rather than the same layer.1 of 2 capabilitiesDifferent layerCompareLLiteLLMEarly-stageTouchmark and Auto Router 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 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareNDNot DiamondUndisclosedTouchmark and Not Diamond Code both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service and developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareLLangDBUndisclosedTouchmark and LangDB AI Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareNNVIDIAPublicTouchmark and NVIDIA Virtual GPU (vGPU) both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.2 of 2 capabilitiesShared product typeCompareRRespanEarly-stageTouchmark and Respan AI Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service and infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareDDatabricksLate-stageTouchmark and AI Runtime both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.2 of 2 capabilitiesShared product typeCompareOOrq.aiUndisclosedTouchmark and AI Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareMAMistral AILate-stageTouchmark and Mistral Compute both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.1 of 2 capabilitiesShared product typeCompareCAConcentrate AIUndisclosedTouchmark and LLM Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareFAFuture AGIUndisclosedTouchmark and Command Center both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareIIsoquantUndisclosedTouchmark and Isoquant both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships model API rather than the same layer.1 of 2 capabilitiesDifferent layerCompareAAlibabaPublicTouchmark and Alibaba Cloud Elastic GPU Service both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.2 of 2 capabilitiesShared product typeCompareIIntelPublicTouchmark and Intel Cloud Services both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.2 of 2 capabilitiesShared product typeCompareCConiferUndisclosedTouchmark and Conifer both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service, application and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareBBaiduPublicTouchmark and Baidu Baige AI Computing Platform both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.2 of 2 capabilitiesShared product typeCompareTTencentPublicTouchmark and Tencent Cloud HAI both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.2 of 2 capabilitiesShared product typeCompareFAFireworks AILate-stageTouchmark and Fireworks Nexus both serve buyers who need to track and cut what we spend on AI models; Touchmark's scale not recorded; ships API service, infrastructure service and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareELExperiential LabsUndisclosedTouchmark and Experiential Labs Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service and developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareLLangWatchUndisclosedTouchmark and LangWatch AI Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships AI agent, API service and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareTTraverseUndisclosedTouchmark and Traverse both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareNnRouterUndisclosedTouchmark and nRouter LLM Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships API service rather than the same layer.Different layerCompareAAlphabet (Google)PublicTouchmark and Google Cloud TPU both list GPU cloud; both also serve buyers who need to buy data-centre AI compute; Touchmark's scale not recorded.2 of 2 capabilitiesShared product typeCompareASAI SpendOpsUndisclosedTouchmark and AI SpendOps both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either; ships infrastructure service rather than the same layer.Different layerCompareCMComet MLEarly-stageTouchmark and Cost Intelligence both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either.Shared product typeCompareLLangChainLate-stageTouchmark and LangSmith LLM Gateway both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either.Shared product typeCompare

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. Tried the home, pricing and privacy pages and the company's YC profile.

Valuation

Not found · 20 Oct 2026

Pages read for this record state no valuation. Tried the home, pricing and privacy pages and the company's YC profile.

Founded

Not found · 20 Oct 2026

Own YC profile lists no Founded year and touchmark.ai states none.

Public listing

Not found · 20 Oct 2026

No listing on the pages read; treated as private.

Description

Official documentation · 20 Oct 2026

Privacy policy: "Touchmark Technologies, Inc. ("Touchmark," "we," "us," or "our") operates an online marketplace". Home page: "The market for reserved inference."

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