JFrog

FROG

Software supply chain platform (Artifactory, Xray) that adds AI Catalog, Model Registry, Agent Guard and MCP Registry to govern models, agents and the packages they pull; listed on Nasdaq.

Founded2008
HeadquartersSunnyvale, USA
StatusPublic
Founded — investors.jfrog.com · 14 Oct 2026
jfrog.com

Products

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

Inside JFrog AI Catalog

Inside JFrog Platform

Similar products 150

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 ↗

HiddenLayerEarly-stageJFrog MCP Registry and HiddenLayer AI Discovery do comparable work on guardrails and safety and threat detection and response; scale not recorded for either.3 of 6 capabilitiesShared product typeComparePalo Alto NetworksPublicJFrog Agent Skills Registry and AI Access Security do comparable work on guardrails and safety and threat detection and response; JFrog's scale not recorded.3 of 6 capabilitiesShared product typeCompareIBMPublicJFrog Boost and IBM watsonx Code Assistant for Z both list code search; both also serve buyers who need to code with an AI assistant; JFrog's scale not recorded.5 of 6 capabilitiesShared product typeCompareZscalerPublicJFrog Agent Skills Registry and Zscaler AI Guard do comparable work on guardrails and safety and threat detection and response; JFrog's scale not recorded.3 of 6 capabilitiesShared product typeCompareAmazonPublicJFrog ML and Amazon SageMaker Studio do comparable work on model hosting and model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; JFrog's scale not recorded.4 of 6 capabilitiesShared product typeCompareCrowdStrikePublicJFrog Agent Skills Registry and CrowdStrike Falcon platform both list threat detection and response; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareVercelLate-stageJFrog Agent Skills Registry and Vercel BotID both list threat detection and response; JFrog's scale not recorded.3 of 6 capabilitiesShared product typeCompareSAPPublicJFrog AI Catalog and SAP AI Core do comparable work on guardrails and safety and model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded.3 of 6 capabilitiesShared product typeCompareMaxim AIUndisclosedJFrog Agent Guard and Bifrost Edge both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareYandexPublicJFrog ML and Yandex DataSphere do comparable work on model hosting and model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareMicrosoftPublicJFrog Agent Guard and Content Safety in Foundry Control Plane both list guardrails and safety; JFrog's scale not recorded.5 of 6 capabilitiesShared product typeCompareCyeraLate-stageJFrog Agent Guard and Cyera Identity both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareGitLabPublicJFrog Boost and GitLab Duo Code Review both serve buyers who need to code with an AI assistant; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareSentinelOnePublicJFrog Agent Skills Registry and Singularity Endpoint both list threat detection and response; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareCodeRabbitLate-stageJFrog Boost and CodeRabbit both serve buyers who need to code with an AI assistant; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareHuawei CloudUndisclosedJFrog ML and ModelArts do comparable work on model hosting and model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; scale not recorded for either.3 of 6 capabilitiesShared product typeCompareKakao EnterpriseUndisclosedJFrog ML and Kubeflow do comparable work on model hosting and model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; scale not recorded for either.3 of 6 capabilitiesShared product typeCompareCheck Point Software TechnologiesPublicJFrog Agent Skills Registry and AI Factory Firewall both list threat detection and response; scale not recorded for either.3 of 6 capabilitiesShared product typeCompareEnkrypt AIAcquiredJFrog AI Catalog and Enkrypt AI both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded; Enkrypt AI is acquired, with no independent scale; ships API service rather than the same layer.1 of 6 capabilitiesDifferent layerCompareOraclePublicJFrog ML and OCI Data Science both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareHarnessLate-stageJFrog Agent Guard and AI Posture both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.3 of 6 capabilitiesShared product typeCompareAugment CodeLate-stageJFrog Boost and Context Engine both list code search; both also serve buyers who need to code with an AI assistant; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareSourcegraphLate-stageJFrog Boost and Sourcegraph Code Search both list code search; both also serve buyers who need to code with an AI assistant; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareFortinetPublicJFrog Agent Skills Registry and FortiAIGate do comparable work on guardrails and safety and threat detection and response; JFrog's scale not recorded.3 of 6 capabilitiesShared product typeCompareDataikuLate-stageJFrog Agent Guard and Dataiku Govern both list guardrails and safety; JFrog's scale not recorded.3 of 6 capabilitiesShared product typeCompareJetBrainsUndisclosedJFrog Boost and Air Context both list code search; both also serve buyers who need to code with an AI assistant; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareInvisible TechnologiesLate-stageJFrog AI Catalog and Synapse both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareGlean (Glean Technologies)Late-stageJFrog Agent Guard and Glean AI Gateway both list guardrails and safety; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareGreptileUndisclosedJFrog Boost and Greptile both list code search; both also serve buyers who need to code with an AI assistant; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareLM StudioUndisclosedJFrog AI Catalog and LM Studio both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareServiceNowPublicJFrog AI Catalog and AI Control Tower both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareAlibabaPublicJFrog ML and ModelScope do comparable work on model hosting and model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; JFrog's scale not recorded.3 of 6 capabilitiesShared product typeCompareSalesforcePublicJFrog Agent Guard and MuleSoft Agent Fabric both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded; ships AI agent, API service and 3 more rather than the same layer.1 of 6 capabilitiesDifferent layerCompareTrueFoundryEarly-stageJFrog AI Catalog and AI Deployment Platform both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.3 of 6 capabilitiesShared product typeCompareWeights & BiasesAcquiredJFrog ML and W&B Models both list model training; both also serve buyers who need to train or fine-tune a model; JFrog's scale not recorded; Weights & Biases is acquired, with no independent scale.3 of 6 capabilitiesShared product typeCompareCognitionLate-stageJFrog Boost and DeepWiki both list code search; both also serve buyers who need to code with an AI assistant; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareWorkdayPublicJFrog Agent Guard and Agent Harness both list guardrails and safety; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareBasetenLate-stageJFrog ML and Baseten both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareKuaishouPublicJFrog ML and Vanchin do comparable work on model hosting and model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareFactoryLate-stageJFrog Boost and AutoWiki both list code search; both also serve buyers who need to code with an AI assistant; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareAnacondaLate-stageJFrog AI Catalog and AI Security & Guardrails both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded.3 of 6 capabilitiesShared product typeCompareLovableLate-stageJFrog AI Catalog and Lovable Cloud both list model hosting; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareNVIDIAPublicJFrog Agent Guard and NVIDIA Open Agent Safety Platform both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded.4 of 6 capabilitiesShared product typeCompareGuild.aiUndisclosedJFrog Boost and Guild Software Factory both serve buyers who need to code with an AI assistant; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareWriterLate-stageJFrog Agent Guard and WRITER AI Studio both list guardrails and safety; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareVolcano EngineUndisclosedJFrog Agent Skills Registry and LLM Application Firewall (大模型应用防火墙) both list guardrails and safety; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareHugging FaceLate-stageJFrog ML and Spaces both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareCrusoeLate-stageJFrog ML and Crusoe Managed Inference both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded.3 of 6 capabilitiesShared product typeCompareNAVER CloudUndisclosedJFrog ML and ML expert Platform do comparable work on model hosting and model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareFiddler AILate-stageJFrog Agent Guard and Fiddler AI Governance, Risk Management, and Compliance both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareAll Hands AIEarly-stageJFrog Boost and Agent Canvas both serve buyers who need to code with an AI assistant; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareSASUndisclosedJFrog ML and SAS Model Manager both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.3 of 6 capabilitiesShared product typeCompareRunPodLate-stageJFrog ML and Runpod Hub both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareElasticPublicJFrog Agent Skills Registry and Elastic Security both list threat detection and response; JFrog's scale not recorded.3 of 6 capabilitiesShared product typeCompareReplicateUndisclosedJFrog ML and Replicate both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareDatadogPublicJFrog Agent Guard and Agent Observability both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded.3 of 6 capabilitiesShared product typeCompareModalLate-stageJFrog ML and Modal Inference both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareDatabricksLate-stageJFrog MCP Registry and Unity Gateway both list guardrails and safety; JFrog's scale not recorded.4 of 6 capabilitiesShared product typeCompareParloaLate-stageJFrog Agent Guard and Parloa Lens both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareAMDPublicJFrog AI Catalog and AMD Enterprise AI Reference Stack both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareTogether AILate-stageJFrog AI Catalog and Together Dedicated Container Inference both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareJasperUndisclosedJFrog Agent Guard and Jasper Brand IQ both list guardrails and safety; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareArctic WolfUndisclosedJFrog Agent Skills Registry and Aurora AI both list threat detection and response; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareVMwareAcquiredJFrog ML and VMware Cloud Foundation Private AI Services both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded; VMware is acquired, with no independent scale.2 of 6 capabilitiesShared product typeCompareModularAcquiredJFrog AI Catalog and MAX both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded; Modular is acquired, with no independent scale.1 of 6 capabilitiesShared product typeCompareRogoLate-stageJFrog Agent Guard and Watchtower both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareRed CanaryAcquiredJFrog Agent Skills Registry and Zscaler Managed Phishing Response both list threat detection and response; JFrog's scale not recorded; Red Canary is acquired, with no independent scale; ships AI agent and application rather than the same layer.1 of 6 capabilitiesDifferent layerCompareVectra AILate-stageJFrog Agent Skills Registry and Vectra AI Platform both list threat detection and response; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareNebius GroupPublicJFrog ML and Managed Service for MLflow both list model training; both also serve buyers who need to train or fine-tune a model; JFrog's scale not recorded.3 of 6 capabilitiesShared product typeCompareVectaraEarly-stageJFrog Agent Guard and Vectara Guardian Agents both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareTuringLate-stageJFrog ML and RL environments both list model training; both also serve buyers who need to train or fine-tune a model; JFrog's scale not recorded; ships agent platform and data service rather than the same layer.3 of 6 capabilitiesDifferent layerCompareAbnormal SecurityLate-stageJFrog Agent Skills Registry and Account Takeover Protection both list threat detection and response; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareDarktraceLate-stageJFrog Agent Skills Registry and Darktrace ActiveAI Security Platform both list threat detection and response; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareResemble AIEarly-stageJFrog MCP Registry and Resemble Watermarker both list guardrails and safety; scale not recorded for either; ships API service and application rather than the same layer.2 of 6 capabilitiesDifferent layerCompareOllamaEarly-stageJFrog ML and Ollama both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareOktaPublicJFrog Agent Skills Registry and Identity Threat Protection both list threat detection and response; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareFireworks AILate-stageJFrog ML and FireOptimizer both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareExpelUndisclosedJFrog Agent Skills Registry and Expel Agentic MDR both list threat detection and response; scale not recorded for either; ships AI agent and application rather than the same layer.1 of 6 capabilitiesDifferent layerCompareLambdaLate-stageJFrog AI Catalog and Lambda Inference both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareTencentPublicJFrog ML and Tencent Cloud TI Platform both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareMistral AILate-stageJFrog ML and Mistral AI Cloud do comparable work on model hosting and model training; both also serve buyers who need to train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareSonarLate-stageJFrog Boost and SonarQube both serve buyers who need to code with an AI assistant; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareArthur AIEarly-stageJFrog Agent Guard and Arthur Engine both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareCiscoPublicJFrog MCP Registry and Cisco AI Defense do comparable work on guardrails and safety and threat detection and response; JFrog's scale not recorded; ships AI agent, application and 1 more rather than the same layer.4 of 6 capabilitiesDifferent layerCompareWizAcquiredJFrog Agent Skills Registry and Wiz AI-SPM both list threat detection and response; JFrog's scale not recorded; Wiz is acquired, with no independent scale.1 of 6 capabilitiesShared product typeCompareForetellixUndisclosedJFrog ML 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 6 capabilitiesShared product typeCompare4ParadigmPublicJFrog ML and 4Paradigm Sage AIOS both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareBlackbox AIUndisclosedJFrog AI Catalog and Blackbox Enterprise Inference both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareProlificUndisclosedJFrog Agent Skills Registry and Protocol both list threat detection and response; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareQualcommPublicJFrog AI Catalog and Qualcomm AI Inference Suite both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareApplied IntuitionLate-stageJFrog ML and Tools for Vehicle Intelligence both list model training; both also serve buyers who need to train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareDoppelLate-stageJFrog Agent Skills Registry and Doppel Threat Graph both list threat detection and response; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareHuntressUndisclosedJFrog Agent Skills Registry and Huntress Platform (Athena Engine) both list threat detection and response; scale not recorded for either; ships application rather than the same layer.1 of 6 capabilitiesDifferent layerCompareDell TechnologiesPublicJFrog AI Catalog and Dell Enterprise Hub both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareAutomation AnywhereUndisclosedJFrog MCP Registry and EnterpriseClaw both list guardrails and safety; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareDecartLate-stageJFrog AI Catalog and Cogito both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareCivitaiEarly-stageJFrog ML and Civitai API both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareTolokaUndisclosedJFrog ML 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.3 of 6 capabilitiesShared product typeCompareCohereLate-stageJFrog AI Catalog and Model Vault both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareTorqLate-stageJFrog Agent Skills Registry and Torq Auto Triage both list threat detection and response; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareSiemensPublicJFrog ML and Rapidminer AI Studio both list model training; both also serve buyers who need to train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareHuaweiUndisclosedJFrog ML and MindIE both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded; Huawei's scale not comparable: only a revenue estimate, no market cap or valuation.3 of 6 capabilitiesShared product typeCompareHippocratic AILate-stageJFrog Agent Guard and AI Call Supervisor both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded; ships AI agent, agent platform and 1 more rather than the same layer.2 of 6 capabilitiesDifferent layerCompareHoneywellPublicJFrog Agent Skills Registry and Honeywell Cyber Proactive Defense both list threat detection and response; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareHeliconeAcquiredJFrog AI Catalog and Helicone both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded; Helicone is acquired, with no independent scale.2 of 6 capabilitiesShared product typeCompareLiteLLMEarly-stageJFrog MCP Registry and AI Gateway (LiteLLM Proxy) both list guardrails and safety; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareClineEarly-stageJFrog Boost and ClinePass both serve buyers who need to code with an AI assistant; scale not recorded for either.Shared product typeCompareZed IndustriesEarly-stageJFrog Boost and Zed both serve buyers who need to code with an AI assistant; scale not recorded for either.Shared product typeCompareFalUndisclosedJFrog AI Catalog and fal Serverless both list model hosting; both also serve buyers who need to serve a model in production; scale not recorded for either.2 of 6 capabilitiesShared product typeCompareHumanSignalEarly-stageJFrog ML and Label Studio Enterprise both serve buyers who need to train or fine-tune a model; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareCursorAcquiredJFrog Boost and Cursor both serve buyers who need to code with an AI assistant; JFrog's scale not recorded; Cursor is acquired, with no independent scale.Shared product typeCompareQodoLate-stageJFrog Boost and Qodo Agentic Toolbox both serve buyers who need to code with an AI assistant; scale not recorded for either.Shared product typeCompareGetReal SecurityEarly-stageJFrog Agent Skills Registry and GetReal Protect both list threat detection and response; scale not recorded for either; ships application rather than the same layer.1 of 6 capabilitiesDifferent layerCompareByteDanceUndisclosedJFrog Boost and TraeCode both serve buyers who need to code with an AI assistant; JFrog's scale not recorded; ByteDance's scale not comparable: only a revenue estimate, no market cap or valuation.1 of 6 capabilitiesShared product typeCompareInsilico MedicinePublicJFrog ML and MMAI Gym both list model training; both also serve buyers who need to train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareKilo CodeAcquiredJFrog Boost and Kilo Code Reviewer both serve buyers who need to code with an AI assistant; JFrog's scale not recorded; Kilo Code is acquired, with no independent scale.Shared product typeCompareMem0Early-stageJFrog Agent Guard and Gateway both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareSK TelecomPublicJFrog ML 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.1 of 6 capabilitiesShared product typeCompareMeta PlatformsPublicJFrog ML and Meta Model API both list model hosting; both also serve buyers who need to serve a model in production; JFrog's scale not recorded; ships AI agent, agent platform and 2 more rather than the same layer.1 of 6 capabilitiesDifferent layerCompareMind FoundryEarly-stageJFrog Agent Skills Registry and Nightingale both list threat detection and response; scale not recorded for either; ships application rather than the same layer.1 of 6 capabilitiesDifferent layerCompareSuper Micro ComputerPublicJFrog ML and SuperCloud Developer Console (SDX) both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; JFrog's scale not recorded; Super Micro Computer's scale not comparable: only a revenue estimate, no market cap or valuation.1 of 6 capabilitiesShared product typeCompareSnorkel AILate-stageJFrog ML and Snorkel Flow both list model training; both also serve buyers who need to train or fine-tune a model; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareCognigyAcquiredJFrog AI Catalog and Cognigy AI Ops Center both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded; Cognigy is acquired, with no independent scale.1 of 6 capabilitiesShared product typeCompareNiCEPublicJFrog Agent Skills Registry and Xceed AI FRAML both list threat detection and response; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareBase44AcquiredJFrog Boost and Base Code both serve buyers who need to code with an AI assistant; JFrog's scale not recorded; Base44 is acquired, with no independent scale.Shared product typeCompareZapierLate-stageJFrog Agent Guard and AI Guardrails by Zapier both list guardrails and safety; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareAnthropicLate-stageJFrog Boost and Claude Agent SDK both serve buyers who need to code with an AI assistant; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareCoreWeavePublicJFrog ML and CoreWeave Forge both list model training; both also serve buyers who need to train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareSenseTimePublicJFrog ML and SenseCore both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareLiquid AIUndisclosedJFrog ML and LEAP both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareAdobePublicJFrog ML and Adobe Firefly Custom Models both list model training; both also serve buyers who need to train or fine-tune a model; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareHandshakeUndisclosedJFrog ML 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 6 capabilitiesDifferent layerCompareGensparkLate-stageJFrog Boost and GenTerminal both serve buyers who need to code with an AI assistant; JFrog's scale not recorded.Shared product typeCompareLivePersonAcquiredJFrog ML and Intent Manager both list model training; both also serve buyers who need to train or fine-tune a model; JFrog's scale not recorded; LivePerson is acquired, with no independent scale.2 of 6 capabilitiesShared product typeComparePointFiveEarly-stageJFrog AI Catalog and TokenShift both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareAlphabet (Google)PublicJFrog Boost and Gemini Code Assist both list code search; both also serve buyers who need to code with an AI assistant; JFrog's scale not recorded.4 of 6 capabilitiesShared product typeCompareiFlytekPublicJFrog ML and iFLYTEK All-in-One Server both list model training; both also serve buyers who need to serve a model in production and train or fine-tune a model; scale not recorded for either; ships API service, agent platform and 2 more rather than the same layer.1 of 6 capabilitiesDifferent layerCompareAccenturePublicJFrog Agent Skills Registry and Cyber.AI both list threat detection and response; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareFreshworksPublicJFrog Boost and Freddy AI Copilot for Developers both serve buyers who need to code with an AI assistant; JFrog's scale not recorded.Shared product typeCompareDXUndisclosedJFrog Agent Guard and AI Code Insights both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.1 of 6 capabilitiesShared product typeCompareRequestyEarly-stageJFrog AI Catalog and Requesty AI Gateway both list guardrails and safety; scale not recorded for either; ships API service rather than the same layer.2 of 6 capabilitiesDifferent layerCompareRunwayLate-stageJFrog ML and Runway Data Augmentation both list model training; both also serve buyers who need to train or fine-tune a model; JFrog's scale not recorded.2 of 6 capabilitiesShared product typeCompareSplunkAcquiredJFrog Agent Guard and Agent and Model Evaluation both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded; Splunk is acquired, with no independent scale.4 of 6 capabilitiesShared product typeCompareC3 AIPublicJFrog Boost and C3 Code both serve buyers who need to code with an AI assistant; scale not recorded for either.Shared product typeCompareOpenClaw FoundationUndisclosedJFrog Agent Guard and OpenClaw Enterprise both list guardrails and safety; scale not recorded for either; ships AI agent, agent platform and 1 more rather than the same layer.1 of 6 capabilitiesDifferent layerCompareMicro1UndisclosedJFrog AI Catalog and Cortex both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either; ships data service rather than the same layer.1 of 6 capabilitiesDifferent layerCompareBroadcomPublicJFrog AI Catalog and AgentMinder both list guardrails and safety; JFrog's scale not recorded.1 of 6 capabilitiesShared product typeCompareMercorLate-stageJFrog Agent Guard and Mercor Enterprise Evals both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded; ships data service rather than the same layer.1 of 6 capabilitiesDifferent layerCompareShopifyPublicJFrog Boost and Shopify AI Toolkit both serve buyers who need to code with an AI assistant; JFrog's scale not recorded.Shared product typeCompareRilletLate-stageJFrog Agent Guard and Command Center both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; JFrog's scale not recorded; ships AI agent and application rather than the same layer.1 of 6 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 · 14 Oct 2026

Listed company; no funding rounds.

Market cap

Not found · 14 Oct 2026

No market-capitalisation figure read from a primary source.

Founded

Company disclosure · 14 Oct 2026

Investor page: founded 2008.

Public listing

Regulatory filing · 14 Oct 2026

SEC submissions record: ticker FROG, exchange Nasdaq.

Description

Official documentation · 14 Oct 2026

Homepage: JFrog AI Catalog, Model Registry, Agent Guard, MCP Registry on the JFrog Platform.

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