A

Ashr

Builds agents that curate a company's data, post-train open-weight models, evaluate and serve them so the customer owns the weights, with an evals platform and a Python and TypeScript SDK for testing AI agents against real environments; engineers forward-deploy with the agents.

StageUndisclosed

Founded2025

HeadquartersBerkeley, USA

StatusPrivate

Product

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

• Ashr Platform

  Agents that turn a company's traces, documents and logs into a training set, post-train open-weight models, grade each candidate in the customer's own environment and serve it through a downloadable set of weights or an OpenAI- and Anthropic-compatible endpoint, plus an evals platform and Python and TypeScript SDK for testing AI agents; engineers deploy alongside the agents and no prices are published.

Similar products 127

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 ↗

OAORO AIUndisclosedAshr and ORO both list model training; both also serve buyers who need to test and evaluate an AI agent and train or fine-tune a model; scale not recorded for either; ships data service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareTTokenlessUndisclosedAshr and Tokenless EnvCheck both list model training; both also serve buyers who need to test and evaluate an AI agent and train or fine-tune a model; scale not recorded for either; ships developer tool rather than the same layer.2 of 2 capabilitiesDifferent layerCompareOLOlam LabsUndisclosedAshr and Olam Labs Evaluations both list model training; both also serve buyers who need to test and evaluate an AI agent and train or fine-tune a model; scale not recorded for either; ships data service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareKKimptonUndisclosedAshr and Kimpton Koliseum and EvalRouter both list model training; both also serve buyers who need to test and evaluate an AI agent and train or fine-tune a model; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareAAAgnost AIUndisclosedAshr and Agnost AI both list model training; both also serve buyers who need to test and evaluate an AI agent; scale not recorded for either.2 of 2 capabilitiesShared product typeCompareODOoak DataUndisclosedAshr and Ooak Data RL Environments both list model training; both also serve buyers who need to test and evaluate an AI agent and train or fine-tune a model; scale not recorded for either; ships data service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareTTwolabsUndisclosedAshr and Twolabs Environments and Datasets both list model training; both also serve buyers who need to test and evaluate an AI agent and train or fine-tune a model; scale not recorded for either; ships data service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareCCoreWeavePublicAshr 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; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareRRiftenUndisclosedAshr and Riften 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 typeCompareBBelvedirUndisclosedAshr and Belvedir 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 typeCompareOOrchestraUndisclosedAshr and Orchestra 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 typeCompareOOraclePublicAshr and MySQL HeatWave AutoML both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareW&Weights & BiasesAcquiredAshr and W&B Models both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; Weights & Biases is acquired, with no independent scale.2 of 2 capabilitiesShared product typeCompareAAmazonPublicAshr and Amazon Nova Forge both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompare44ParadigmPublicAshr and 4Paradigm Sage HyperCycle both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareIIBMPublicAshr and IBM watsonx.ai both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareIMInsilico MedicinePublicAshr and MMAI Gym both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareFForetellixUndisclosedAshr 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.2 of 2 capabilitiesShared product typeCompareDDataikuLate-stageAshr and Dataiku both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareSSiemensPublicAshr and Rapidminer AI Studio both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareSASnorkel AILate-stageAshr and Snorkel Flow both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareCCueBenchUndisclosedAshr and CueBench environments both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships data service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareEEdotEnvUndisclosedAshr and EdotEnv environments both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships data service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareMMicrosoftPublicAshr and Microsoft Foundry both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareTTuringLate-stageAshr and RL environments both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; ships agent platform and data service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareSSpace42PublicAshr and GIQ both list model training; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareAAdobePublicAshr and Adobe Firefly Custom Models both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareYYandexPublicAshr and Yandex DataSphere both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareFFabraixUndisclosedAshr and Nyx both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareDDatabricksLate-stageAshr and Managed MLflow both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareCSCerebras SystemsPublicAshr and Cerebras Training Cloud both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareHFHugging FaceLate-stageAshr and AutoTrain both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareAIApplied IntuitionLate-stageAshr and Tools for Vehicle Intelligence both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareCCCactus ComputeUndisclosedAshr 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.1 of 2 capabilitiesShared product typeCompareCMComet MLEarly-stageAshr and Comet Experiment Tracking 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 typeCompareBBasetenLate-stageAshr and Baseten Training both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareLLabelboxLate-stageAshr and Horizon 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 typeCompareHHandshakeUndisclosedAshr 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; ships data service rather than the same layer.2 of 2 capabilitiesDifferent layerCompareRRunwayLate-stageAshr and Runway Data Augmentation both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; ships AI agent, application and 3 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareTTolokaUndisclosedAshr and Toloka Train 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 typeCompareNNVIDIAPublicAshr and NVIDIA AI Workbench both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareKEKakao EnterpriseUndisclosedAshr and Kubeflow 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 typeCompareAAnchorheadUndisclosedAshr and Anchorhead both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships application rather than the same layer.1 of 2 capabilitiesDifferent layerCompareCCoArenaUndisclosedAshr and CoArena both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareMAMistral AILate-stageAshr and Mistral Forge both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareNGNebius GroupPublicAshr and Managed Service for MLflow both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; ships developer tool, infrastructure service and 1 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareAMApplied MaterialsPublicAshr and SmartFactory AI IQworks both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareSSASUndisclosedAshr 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.2 of 2 capabilitiesShared product typeCompareSShopifyPublicAshr and Tangle both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareEEleutherAINonprofitAshr and GPT-NeoX both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; EleutherAI is a nonprofit, with no independent scale; ships developer tool rather than the same layer.2 of 2 capabilitiesDifferent layerCompareJJFrogPublicAshr 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.2 of 2 capabilitiesShared product typeCompareAAlphabet (Google)PublicAshr and Gemini Enterprise Agent Platform (formerly Vertex AI) both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeComparePRProdigy ResearchUndisclosedAshr and Prodigy trading system both list model training; scale not recorded for either; ships AI agent rather than the same layer.1 of 2 capabilitiesDifferent layerCompareHCHuawei CloudUndisclosedAshr 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.1 of 2 capabilitiesShared product typeCompareUUiPathPublicAshr and UiPath AI Center both list model training; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareHHumanSignalEarly-stageAshr and Label Studio Enterprise both serve buyers who need to train or fine-tune a model; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareVEVolcano EngineUndisclosedAshr 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.1 of 2 capabilitiesShared product typeCompareAAlibabaPublicAshr and Alibaba Cloud Platform for AI (PAI) both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareHHueUndisclosedAshr 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 layerCompareCCrusoeLate-stageAshr and Serverless Fine-Tuning both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; ships API service, developer tool and 2 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareRBReflector BioUndisclosedAshr and Reflector phenotypic screening both list model training; scale not recorded for either; ships application rather than the same layer.1 of 2 capabilitiesDifferent layerCompareFAFireworks AILate-stageAshr and Fireworks Training both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; ships API service, infrastructure service and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareSMSuper Micro ComputerPublicAshr and SuperCloud Developer Console (SDX) both list model training; both also serve buyers who need to train or fine-tune a model; Ashr'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 layerCompareAAppenPublicAshr and AI Data Platform 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 typeComparePPapayaUndisclosedAshr and Papaya 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 layerCompareTMThinking Machines LabLate-stageAshr and Tinker both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; ships API service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareRRobocurveUndisclosedAshr and Robocurve evaluations both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareLLemmaUndisclosedAshr 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 layerCompareMMicro1UndisclosedAshr and Cortex both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships data service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareTATogether AILate-stageAshr and Together Custom Training both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; ships API service, developer tool and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareOOkahuUndisclosedAshr and Okahu Cloud both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareMModalLate-stageAshr and Modal Notebooks both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; ships developer tool and infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareUUnslothUndisclosedAshr 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 layerCompareIIntelPublicAshr and Intel Geti both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.2 of 2 capabilitiesShared product typeCompareDDatoricUndisclosedAshr and Datoric datasets both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships data service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareEEnactUndisclosedAshr and Enact both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships data service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareCAConfident AIUndisclosedAshr and LLM Observability both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareCCovalEarly-stageAshr and Observe both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareNCNAVER CloudUndisclosedAshr and ML expert Platform 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 typeCompareLLivePersonAcquiredAshr and Intent Manager both list model training; both also serve buyers who need to train or fine-tune a model; Ashr'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 layerCompareLLatitudeUndisclosedAshr and Latitude both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareKKuaishouPublicAshr and Vanchin both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareALAI21 LabsLate-stageAshr and AI21 Post-Training both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; ships API service, agent platform and 3 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareSTSK TelecomPublicAshr 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 layerCompareEAEvidently AIUndisclosedAshr and Evidently Platform both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareAAMDPublicAshr and AMD ROCm both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareVVast.aiUndisclosedAshr 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 layerCompareSStableBrowseUndisclosedAshr and StableBrowse Physical AI Data both list model training; both also serve buyers who need to train or fine-tune a model; scale not recorded for either; ships data service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareTTencentPublicAshr and Tencent Cloud TI Platform both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareRRunPodLate-stageAshr and Runpod Clusters both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareBFBlack Forest LabsLate-stageAshr and Open Weights Licensing both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; ships application, infrastructure service and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerComparePParloaLate-stageAshr and Parloa Performance Lab both serve buyers who need to test and evaluate an AI agent; Ashr's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerComparePProlificUndisclosedAshr and Prolific both serve buyers who need to train or fine-tune a model; scale not recorded for either; ships data service and infrastructure service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareNCNodus ComputeUndisclosedAshr 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 layerCompareIIdeogramEarly-stageAshr 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 layerCompareSLSlideflow LabsUndisclosedAshr and Slideflow framework 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 developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareBBaiduPublicAshr and PaddlePaddle both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeComparePPolyAIUndisclosedAshr 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 AIUndisclosedAshr 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 layerComparePPalantirPublicAshr and AIP Evals both serve buyers who need to test and evaluate an AI agent; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareZZEISSUndisclosedAshr and ZEISS arivis Cloud 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 typeCompareHAHamming AIEarly-stageAshr and Hamming both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareHAHippocratic AILate-stageAshr and AI Certified Agent Builder both serve buyers who need to test and evaluate an AI agent; Ashr's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareHHarnessLate-stageAshr and AI Evals both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareEeGainPublicAshr and eGain Smart Evaluator both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareDDecagonLate-stageAshr and Experiments both serve buyers who need to test and evaluate an AI agent; Ashr's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareDTDell TechnologiesPublicAshr and Dell AI Factory with NVIDIA both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; ships application, data service and 3 more rather than the same layer.2 of 2 capabilitiesDifferent layerCompareHHuaweiUndisclosedAshr and MindSpore both list model training; both also serve buyers who need to train or fine-tune a model; Ashr'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 layerCompareTTensorTestUndisclosedAshr and TensorTest private evals both serve buyers who need to test and evaluate an AI agent and train or fine-tune a model; scale not recorded for either; ships data service rather than the same layer.1 of 2 capabilitiesDifferent layerCompareLLambdaLate-stageAshr 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 layerCompareKKore.aiLate-stageAshr 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 layerCompareMMusicArenaUndisclosedAshr and Producer Arena both serve buyers who need to test and evaluate an AI agent; scale not recorded for either; ships application rather than the same layer.1 of 2 capabilitiesDifferent layerCompareBBluejayEarly-stageAshr and Multichannel Simulations 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 layerCompareCCekuraEarly-stageAshr and OpenTelemetry Traces 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 layerComparePAPalo Alto NetworksPublicAshr and Prisma AIRS AI Red Teaming both serve buyers who need to test and evaluate an AI agent; Ashr's scale not recorded.1 of 2 capabilitiesShared product typeCompareNDNot DiamondUndisclosedAshr and Not Diamond both list model training; scale not recorded for either; ships API service and developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareAAAleph AlphaLate-stageAshr and PhariaStudio 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 typeCompareCClayLate-stageAshr and Claygent Builder both serve buyers who need to test and evaluate an AI agent; Ashr's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareCCrescendoEarly-stageAshr and Optimization Agent both serve buyers who need to test and evaluate an AI agent; Ashr's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareDDecartLate-stageAshr and Decart Optimization Stack both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded; ships API service, application and 2 more rather than the same layer.1 of 2 capabilitiesDifferent layerCompareMAMaxim AIUndisclosedAshr and Maxim both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 2 capabilitiesShared product typeCompareHHoneyHiveEarly-stageAshr and HoneyHive 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 layerCompareLLunaryUndisclosedAshr and Lunary 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 layerCompareOOpenlayerEarly-stageAshr and Openlayer Monitoring 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 layerComparePPydanticEarly-stageAshr and Pydantic Logfire 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 layerComparePIPhysical IntelligenceLate-stageAshr and Pi API both list model training; Ashr's scale not recorded; ships API service and developer tool rather than the same layer.1 of 2 capabilitiesDifferent layerCompareSSenseTimePublicAshr and SenseCore both list model training; both also serve buyers who need to train or fine-tune a model; Ashr's scale not recorded.1 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 · 20 Oct 2026

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

Founded

Company disclosure · 20 Oct 2026

Own YC profile lists Founded: 2025; ashr.io states 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

Home page: "Long-context agents that post-train, evaluate and serve open-weight models."

Open Ashr in the directory

Something wrong here? Send a correction — quote this company id: ashr.