OA

ORO AI

Reinforcement-learning environments for commerce: shopping and assistant environments that agents are trained and evaluated in, graded on the economic decisions they make, with an open-source competition on Bittensor Subnet 15 that produces scored agent trajectories published as datasets; data, environments and samples are offered to teams that want to train or evaluate agents.

StageUndisclosed

Founded2026

HeadquartersVancouver, Canada

StatusPrivate

Product

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

• ORO Data service

  Reinforcement-learning environments and benchmarks for commerce agents: ShoppingBench and ORO Bench, where an agent shops against a simulated shopper and a changing market and is graded on the order it places, plus AssistantEval for delegated service tasks; an open-source competition on Bittensor Subnet 15 with a public leaderboard and a Python SDK for miners, scored trajectories published on Hugging Face; teams request a sample of data and environments, with no published price.

Similar products 86

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 ↗

TTuringLate-stageORO and RL environments both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareAAmazonPublicORO and Amazon SageMaker Feature Store both list model training; ORO AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareCCoreWeavePublicORO and CoreWeave Forge both list model training; both also serve buyers who need to test and evaluate an AI agent and train or fine-tune a model; ORO AI's scale not recorded; ships AI agent, API service and 4 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareHHandshakeUndisclosedORO and Handshake Enterprise AI both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareSASnorkel AILate-stageORO and Snorkel Flow both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded.1 of 2 capabilitiesShared product typeCompareIMInsilico MedicinePublicORO and MMAI Gym both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships application, hardware and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareOOraclePublicORO and MySQL HeatWave AutoML both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded.1 of 2 capabilitiesShared product typeCompareFForetellixUndisclosedORO and Foretify Generate both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships developer tool and platform rather than the same layer.2 of 2 capabilitiesDifferent layerCompareLLabelboxLate-stageORO and Terra both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareNGNebius GroupPublicORO and Managed Service for MLflow both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships developer tool, infrastructure service and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompare44ParadigmPublicORO and 4Paradigm Sage HyperCycle both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships application, hardware and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareEEleutherAINonprofitORO and GPT-NeoX both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; EleutherAI is a nonprofit, with no independent scale; ships developer tool rather than the same layer.2 of 2 capabilitiesDifferent layerCompareRRunwayLate-stageORO and Runway Offline Policy Evaluation both serve buyers who need to test and evaluate an AI agent; ORO AI's scale not recorded; ships AI agent, application and 3 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareMMicrosoftPublicORO and Microsoft Foundry both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareDDataikuLate-stageORO and Dataiku both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships AI agent, agent platform and 3 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareSSiemensPublicORO and Simcenter PhysicsAI both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships AI agent, application and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareIIBMPublicORO and IBM watsonx.ai both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareCMComet MLEarly-stageORO and Comet Artifacts both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships AI agent, application and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareMMicro1UndisclosedORO and Cortex both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareFAFireworks AILate-stageORO and Fireworks Training both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships API service, infrastructure service and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareW&Weights & BiasesAcquiredORO and W&B Models both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; Weights & Biases is acquired, with no independent scale; ships API service, developer tool and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareDDatabricksLate-stageORO and Databricks Feature Store both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded.2 of 2 capabilitiesShared product typeCompareCCrusoeLate-stageORO and Serverless Fine-Tuning both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships API service, developer tool and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareTMThinking Machines LabLate-stageORO and Tinker both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareYYandexPublicORO and Yandex DataSphere both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships API service, application and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareAAdobePublicORO and Adobe Firefly Custom Models both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships AI agent, API service and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareTTolokaUndisclosedORO and Toloka Arena both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareSSpace42PublicORO and GIQ both list model training; ORO AI's scale not recorded; ships platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompareMModalLate-stageORO and Modal Notebooks both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships developer tool and infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareALAI21 LabsLate-stageORO and AI21 Post-Training both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded.1 of 2 capabilitiesShared product typeCompareNNVIDIAPublicORO and NVIDIA AI Aerial both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships AI agent, agent platform and 6 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareHHueUndisclosedORO and Hue both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareNCNodus ComputeUndisclosedORO and Nodus both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareAAppenPublicORO and Off-the-Shelf Datasets both serve buyers who need to train or fine-tune a model; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareLLemmaUndisclosedORO and Lemma both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareAIApplied IntuitionLate-stageORO and Tools for Vehicle Intelligence both list model training; 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ORO AI's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareSTSK TelecomPublicORO and AI Cloud Manager both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships application and infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareHHumanSignalEarly-stageORO and HumanSignal Services both serve buyers who need to train or fine-tune a model; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareVVelvetUndisclosedORO and Velvet datasets both serve buyers who need to train or fine-tune a model; scale not recorded for either.Shared product typeCompareUUnslothUndisclosedORO and Unsloth both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerComparePProlificUndisclosedORO and Prolific both serve buyers who need to train or fine-tune a model; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareBBasetenLate-stageORO and Baseten Training both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships API service, infrastructure service and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareLLivePersonAcquiredORO and Intent Manager both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; LivePerson is acquired, with no independent scale; ships AI agent, agent platform and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareSASurge AIBootstrappedORO and Surge AI data platform both serve buyers who need to train or fine-tune a model; scale not recorded for either.Shared product typeCompareCCCactus ComputeUndisclosedORO and Cactus Platform both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships infrastructure service and platform rather than the same layer.1 of 2 capabilitiesDifferent layerComparePPetrichorUndisclosedORO and Petrichor both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareCSCerebras SystemsPublicORO and Cerebras Training Cloud both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships hardware, model API and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerComparePParloaLate-stageORO and Parloa Performance Lab both serve buyers who need to test and evaluate an AI agent; ORO AI's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareAMApplied MaterialsPublicORO and SmartFactory AI IQworks both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships application, hardware and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareSSASUndisclosedORO and SAS Model Studio both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships agent platform, application and 3 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareMAMistral AILate-stageORO and Mistral Forge both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareHHuaweiUndisclosedORO and MindSpore both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; Huawei's scale not comparable: only a revenue estimate, no market cap or valuation; ships application, developer tool and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareSMSuper Micro ComputerPublicORO and SuperCloud Developer Console (SDX) both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; Super Micro Computer's scale not comparable: only a revenue estimate, no market cap or valuation; ships hardware and infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareAAlibabaPublicORO and AgentLoop both serve buyers who need to test and evaluate an AI agent; ORO AI's scale not recorded; ships AI agent, API service and 5 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareSShopifyPublicORO and Tangle both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships AI agent, application and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareJJFrogPublicORO and JFrog ML both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships developer tool, infrastructure service and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareNCNAVER CloudUndisclosedORO and NCLUE both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships API service, application and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareAAlphabet (Google)PublicORO and Vertex AI Workbench both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships AI agent, API service and 7 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareLLambdaLate-stageORO and Lambda 1-Click Clusters both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships infrastructure service and model API rather than the same layer.1 of 2 capabilitiesDifferent layerCompareHCHuawei CloudUndisclosedORO and DataArts Fabric both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships API service, agent platform and 5 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareDDecagonLate-stageORO and Experiments both serve buyers who need to test and evaluate an AI agent; ORO AI's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerComparePPolyAIUndisclosedORO and Wren both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships AI agent and agent platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompareRARetell AIUndisclosedORO and Retell AI Conductor both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships agent platform rather than the same layer.1 of 2 capabilitiesDifferent layerCompareIIdeogramEarly-stageORO and Custom Image Models both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships API service and application rather than the same layer.1 of 2 capabilitiesDifferent layerCompareVVast.aiUndisclosedORO and Vast.ai GPU Cloud both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareKEKakao EnterpriseUndisclosedORO and Kubeflow both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships developer tool and platform rather than the same layer.2 of 2 capabilitiesDifferent layerCompareBFBlack Forest LabsLate-stageORO and Open Weights Licensing both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships application, infrastructure service and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareBBaiduPublicORO and PaddlePaddle both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships API service, application and 4 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareHHarnessLate-stageORO and AI Evals both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships AI agent, agent platform and 3 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareITInvisible TechnologiesLate-stageORO and Invisible AI Training both serve buyers who need to train or fine-tune a model; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareHAHippocratic AILate-stageORO and AI Certified Agent Builder both serve buyers who need to test and evaluate an AI agent; ORO AI's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareEeGainPublicORO and eGain Smart Evaluator both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships AI agent, agent platform and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareKKore.aiLate-stageORO and Arch AI both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships agent platform and application rather than the same layer.1 of 2 capabilitiesDifferent layerCompareCClayLate-stageORO and Claygent Builder both serve buyers who need to test and evaluate an AI agent; ORO AI's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareCCrescendoEarly-stageORO and Optimization Agent both serve buyers who need to test and evaluate an AI agent; ORO AI's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareVEVolcano EngineUndisclosedORO and Machine Learning Platform (机器学习平台) both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships AI agent, agent platform and 4 more rather than the same layer.1 of 2 capabilitiesDifferent layerComparePPalantirPublicORO and AIP Evals both serve buyers who need to test and evaluate an AI agent; ORO AI's scale not recorded; ships AI agent, agent platform and 4 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareAAMDPublicORO and AMD ROCm both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships application, hardware and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareIIntelPublicORO and Intel Geti both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships AI agent, agent platform and 5 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareRRunPodLate-stageORO and Pods both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded; ships developer tool, infrastructure service and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareTTencentPublicORO and Tencent Cloud TI Platform both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded.1 of 2 capabilitiesShared product typeCompareDTDell TechnologiesPublicORO and Dell AI Factory with NVIDIA both list model training; both also serve buyers who need to train or fine-tune a model; ORO AI's scale not recorded.2 of 2 capabilitiesShared 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 · 18 Oct 2026

Pages read for this record state no funding total. Tried the home, compete, docs and privacy-and-terms pages and the company's YC profile.

Valuation

Not found · 18 Oct 2026

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

Founded

Company disclosure · 18 Oct 2026

Own YC profile lists Founded: 2026; oroagents.com states no founding year.

Public listing

Not found · 18 Oct 2026

No listing on the pages read; treated as private.

Description

Official documentation · 18 Oct 2026

Home page: "RL environments for commerce."

Open ORO AI in the directory

Something wrong here? Send a correction — quote this company id: oro-ai.