H

Harness

AI-native software delivery platform: pipelines (CI/CD), AI security testing, runtime protection and cloud and AI cost management, with Worker Agents, AI Code Review and AI DLC Insights, and agents that recommend and humans approve.

StageLate-stage

Founded2017

HeadquartersSan Francisco, USA

StatusPrivate

Products

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

• Harness Platform Platform Sold on its own

  AI-native software delivery platform: pipelines and canary deployments, AI security testing, runtime API and AI protection, cost management and policy governance, driven by AI agents that recommend while people decide.

Inside Cost Management Agent

• AI and Cloud Costs Application Included with the parent

  AI and Cloud Costs translates natural-language governance intent into cloud rules and remediates violations automatically.

• AI DLC Insights Application

  Engineering-intelligence module that tracks DORA metrics, developer productivity and AI coding-tool spend together: which AI tools teams use, token consumption by developer, team, agent and model, AI-authored code and its effect on delivery.

Inside Harness Platform

• Security Testing Agent AI agent Paid add-on to the parent

  Uses agents to triage and remediate software vulnerabilities.

• Runtime Protection Agent AI agent Paid add-on to the parent

  Blocks prompt injection and unsafe model output.

• Cost Management Agent AI agent Paid add-on to the parent

  Tracks cloud and AI spending and automatically fixes waste.

• AI SRE Application Paid add-on to the parent

  Correlates deployment, feature flag, and infrastructure changes during incidents.

• Software Delivery Agent AI agent Included with the parent

  Automates CI/CD and infrastructure-as-code delivery.

• AI Evals Developer tool Included with the parent Demonstrated, not sold

  Scores AI-agent responses for faithfulness, relevance, and task completion.

• AgentTrace Developer tool Included with the parent

  Monitors AI-agent LLM calls, tool calls, and decisions.

• Harness AI Test Automation Developer tool Paid add-on to the parent

  Creates intent-based tests and runs them within CI/CD pipelines with AI-assisted failure analysis.

• Worker Agents Agent platform

  Governed AI agents defined in a committed file that run inside Harness pipelines on events such as CI failures and pull requests, with prebuilt agents for autofix, code review, code coverage, feature-flag cleanup, manifest remediation and IaCM remediation.

Inside Runtime Protection Agent

• AI Posture Application Included with the parent

  AI Posture discovers AI assets and agents and assesses their security posture.

• AI Firewall Application Included with the parent

  AI Firewall blocks prompt injection, evasion, and malicious payloads targeting AI applications.

• API Advanced Protection Application AI feature

  Detects and blocks API attacks, bots and Layer 7 DDoS with behavioral AI trained on live traffic, covering credential stuffing, account takeover and business-logic abuse such as BOLA and mass assignment.

Inside Security Testing Agent

• AI SAST Developer tool Paid add-on to the parent

  AI SAST scans agent-generated code and provides AI-generated fix suggestions.

• AI SCA Developer tool Paid add-on to the parent

  AI SCA applies reachability analysis and EPSS scoring to open-source risk detection.

Inside Software Delivery Agent

• AI Code Review Developer tool

  Reviews pull requests by grouping diffs by risk so the riskiest changes come first, enforcing required checks that cannot be bypassed, and citing delivery history and the knowledge graph for context.

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 ↗

CCognitionLate-stageAI Code Review and Devin Review both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareCCodeRabbitLate-stageAI Code Review and CodeRabbit Change Stack both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareACAugment CodeLate-stageAI Code Review and Augment Code Review both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareIIBMPublicAPI Advanced Protection and IBM QRadar MDR both list threat detection and response; Harness's scale not recorded.8 of 9 capabilitiesShared product typeCompareFFactoryLate-stageAI Code Review and Agent Readiness both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareGGitLabPublicAI Code Review and GitLab Duo Code Review both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareMMicrosoftPublicSecurity Testing Agent and Security Alert Triage Agent both list threat detection and response; Harness's scale not recorded.9 of 9 capabilitiesShared product typeComparePAPalo Alto NetworksPublicAPI Advanced Protection and Cortex Xpanse both list threat detection and response; Harness's scale not recorded.6 of 9 capabilitiesShared product typeCompareSShopifyPublicAI Code Review and Shopify AI Toolkit both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareGGreptileUndisclosedAI Code Review and TREX both list code review; both also serve buyers who need to code with an AI assistant; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareSSonarLate-stageAI Code Review and SonarQube both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareCCursorAcquiredAI Code Review and Bugbot both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded; Cursor is acquired, with no independent scale.4 of 9 capabilitiesShared product typeCompareVVercelLate-stageAI SCA and Vercel BotID both list threat detection and response; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareAAmazonPublicOverlaps on agent orchestration, agentic coding, code review and 4 more; Harness's scale not recorded.7 of 9 capabilitiesShared product typeCompareSSAPPublicOverlaps on agent orchestration, agentic coding, data analysis and 3 more; Harness's scale not recorded.6 of 9 capabilitiesShared product typeCompareJJetBrainsUndisclosedAI Code Review and JetBrains AI both list code review; both also serve buyers who need to code with an AI assistant; scale not recorded for either.5 of 9 capabilitiesShared product typeCompareCPCheck Point Software TechnologiesPublicAPI Advanced Protection and Check Point Email Security both list threat detection and response; scale not recorded for either.5 of 9 capabilitiesShared product typeCompareFFreshworksPublicAI Code Review and Freddy AI Copilot for Developers both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded.6 of 9 capabilitiesShared product typeCompareBByteDanceUndisclosedOverlaps on agent orchestration, agentic coding, data analysis and 2 more; Harness's scale not recorded; ByteDance's scale not comparable: only a revenue estimate, no market cap or valuation.5 of 9 capabilitiesShared product typeCompareCCrowdStrikePublicAPI Advanced Protection and Falcon Insight XDR both list threat detection and response; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareUUiPathPublicOverlaps on agent orchestration, agentic coding, data analysis and 2 more; Harness's scale not recorded.5 of 9 capabilitiesShared product typeCompareAFAmp Frontier CorporationUndisclosedAI Code Review and Amp both list code review; both also serve buyers who need to code with an AI assistant; scale not recorded for either.3 of 9 capabilitiesShared product typeCompareKCKilo CodeAcquiredAI Code Review and Kilo Code Reviewer both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded; Kilo Code is acquired, with no independent scale.2 of 9 capabilitiesShared product typeCompareYYandexPublicAI Code Review and SourceCraft Code Assistant both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareAHAll Hands AIEarly-stageAI Code Review and OpenHands both list code review; both also serve buyers who need to code with an AI assistant; scale not recorded for either.5 of 9 capabilitiesShared product typeCompareJJFrogPublicAI Posture and JFrog Agent Guard 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 9 capabilitiesShared product typeCompareQQodoLate-stageAI Code Review and Qodo Rules both list code review; both also serve buyers who need to code with an AI assistant; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareCCyeraLate-stageOverlaps on data analysis, guardrails and safety, threat detection and response and 1 more; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareDDatadogPublicOverlaps on agent orchestration, agentic coding, code review and 5 more; Harness's scale not recorded.8 of 9 capabilitiesShared product typeCompareAAnacondaLate-stageAI Code Review and Anaconda Assistant both serve buyers who need to code with an AI assistant; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareZZscalerPublicAPI Advanced Protection and AI Endpoint Security both list threat detection and response; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareRRoomoteUndisclosedAI Code Review and Roomote both list code review; both also serve buyers who need to code with an AI assistant; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareASAbnormal SecurityLate-stageSecurity Testing Agent and Account Takeover Protection both list threat detection and response; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareHHiddenLayerEarly-stageAI Firewall and HiddenLayer AI Discovery do comparable work on guardrails and safety and threat detection and response; scale not recorded for either.3 of 9 capabilitiesShared product typeCompareOOpenAILate-stageSecurity Testing Agent and Codex Security both list threat detection and response; Harness's scale not recorded.8 of 9 capabilitiesShared product typeCompareIImbueLate-stageAI Code Review and Vet both list code review; both also serve buyers who need to code with an AI assistant; scale not recorded for either.2 of 9 capabilitiesShared product typeComparePParloaLate-stageAI Evals and Parloa Performance Lab both serve buyers who need to test and evaluate an AI agent; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareAWArctic WolfUndisclosedAPI Advanced Protection and Aurora Endpoint Security both list threat detection and response; scale not recorded for either.4 of 9 capabilitiesShared product typeCompareEExpelUndisclosedAPI Advanced Protection and Expel Workbench both list threat detection and response; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareRCRed CanaryAcquiredAPI Advanced Protection and Zscaler Managed Detection and Response both list threat detection and response; Harness's scale not recorded; Red Canary is acquired, with no independent scale.2 of 9 capabilitiesShared product typeCompareVAVectra AILate-stageAPI Advanced Protection and 360 Response both list threat detection and response; Harness's scale not recorded.1 of 9 capabilitiesShared product typeCompareDDarktraceLate-stageAPI Advanced Protection and Darktrace / Attack Surface Management both list threat detection and response; Harness's scale not recorded.1 of 9 capabilitiesShared product typeCompareSSentinelOnePublicSecurity Testing Agent and Purple AI both list threat detection and response; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareRRilletLate-stageAgentTrace and Command Center both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; same layer and the same scale band (growth-stage private).3 of 9 capabilitiesShared product typeSame scale bandCompareAAtlassianPublicOverlaps on agent orchestration, agentic coding, code review and 3 more; Harness's scale not recorded.6 of 9 capabilitiesShared product typeComparePPhenomLate-stageAgentTrace and Phenom AppTrail both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.5 of 9 capabilitiesShared product typeCompareFFinoutEarly-stageOverlaps on data analysis and workflow automation; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareGGitarAcquiredAI Code Review and Gitar both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded; Gitar is acquired, with no independent scale.2 of 9 capabilitiesShared product typeCompareCClineEarly-stageAI Code Review and ClinePass both serve buyers who need to code with an AI assistant; scale not recorded for either.1 of 9 capabilitiesShared product typeCompareGGensparkLate-stageAI Code Review and GenTerminal both serve buyers who need to code with an AI assistant; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareTTorqLate-stageSecurity Testing Agent and Torq Auto Triage both list threat detection and response; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareNNiCEPublicOverlaps on agent orchestration, data analysis, evaluation and observability and 3 more; Harness's scale not recorded.6 of 9 capabilitiesShared product typeCompareHHuntressUndisclosedAPI Advanced Protection and Huntress Platform (Athena Engine) both list threat detection and response; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareZIZed IndustriesEarly-stageAI Code Review and Zed both serve buyers who need to code with an AI assistant; scale not recorded for either.1 of 9 capabilitiesShared product typeCompareRRogoLate-stageAI Posture and Watchtower both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; same layer and the same scale band (growth-stage private).2 of 9 capabilitiesShared product typeSame scale bandCompareHHoneywellPublicSecurity Testing Agent and Honeywell Cyber Proactive Defense both list threat detection and response; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareSServiceNowPublicOverlaps on agent orchestration, agentic coding, data analysis and 3 more; Harness's scale not recorded.6 of 9 capabilitiesShared product typeCompareBBridgeMindUndisclosedHarness Platform and BridgeMind both list agentic coding; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareAAlphabet (Google)PublicOverlaps on agent orchestration, agentic coding, code review and 5 more; Harness's scale not recorded.8 of 9 capabilitiesShared product typeCompareRReplitLate-stageHarness Platform and Replit both list agentic coding; Harness's scale not recorded.2 of 9 capabilitiesShared product typeCompareDDecagonLate-stageAI Evals and Experiments both serve buyers who need to test and evaluate an AI agent; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareHAHippocratic AILate-stageAI Posture 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; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareEEmergentLate-stageHarness Platform and Emergent both list agentic coding; Harness's scale not recorded.2 of 9 capabilitiesShared product typeCompareSStackBlitzUndisclosedHarness Platform and Bolt.new both list agentic coding; scale not recorded for either.1 of 9 capabilitiesShared product typeCompareOOpenRouterLate-stageAI Evals and Ori Eval both serve buyers who need to test and evaluate an AI agent; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareDDoppelLate-stageAPI Advanced Protection and Doppel Phishing Triage both list threat detection and response; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareBABlackbox AIUndisclosedHarness Platform and Blackbox AI both list agentic coding; scale not recorded for either.1 of 9 capabilitiesShared product typeCompareVVectaraEarly-stageAI Posture 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.4 of 9 capabilitiesShared product typeCompareEeGainPublicOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; scale not recorded for either.4 of 9 capabilitiesShared product typeCompareVSVerint SystemsAcquiredAgentTrace and Verint Quality Bot both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Harness's scale not recorded; Verint Systems is acquired, with no independent scale.5 of 9 capabilitiesShared product typeCompareCMComet MLEarly-stageOverlaps on data analysis and evaluation and observability; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareCClayLate-stageOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareFForethoughtAcquiredAgentTrace and Forethought QA Agent both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Harness's scale not recorded; Forethought is acquired, with no independent scale.3 of 9 capabilitiesShared product typeCompareSSierraLate-stageOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareLLivePersonAcquiredAI Evals and LivePerson Syntrix both serve buyers who need to test and evaluate an AI agent; Harness's scale not recorded; LivePerson is acquired, with no independent scale.3 of 9 capabilitiesShared product typeCompareMFMind FoundryEarly-stageAPI Advanced Protection and Nightingale both list threat detection and response; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareDDXUndisclosedAgentTrace and AI Code Insights both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.5 of 9 capabilitiesShared product typeCompareAAiseraAcquiredOverlaps on agent orchestration, summarization and workflow automation; Harness's scale not recorded; Aisera is acquired, with no independent scale.3 of 9 capabilitiesShared product typeCompareDDataikuLate-stageAI Posture and Dataiku Govern both list guardrails and safety; Harness's scale not recorded.5 of 9 capabilitiesShared product typeCompareLSLM StudioUndisclosedHarness Platform and LM Studio Bionic both list agentic coding; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareHHaptikAcquiredAgentTrace and Haptik Agent Analytics both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Harness's scale not recorded; Haptik is acquired, with no independent scale.3 of 9 capabilitiesShared product typeCompareOOpenCodeUndisclosedHarness Platform and OpenCode both list agentic coding; scale not recorded for either.1 of 9 capabilitiesShared product typeCompareWWorkdayPublicOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; Harness's scale not recorded.5 of 9 capabilitiesShared product typeCompareCCrescendoEarly-stageOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; Harness's scale not recorded.5 of 9 capabilitiesShared product typeCompareGGuild.aiUndisclosedAI Code Review and Guild Software Factory both serve buyers who need to code with an AI assistant; scale not recorded for either.4 of 9 capabilitiesShared product typeCompareTTencentPublicAI Code Review and CodeBuddy both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded.5 of 9 capabilitiesShared product typeCompareRARelevance AIEarly-stageOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; scale not recorded for either.4 of 9 capabilitiesShared product typeCompareEElasticPublicAPI Advanced Protection and Attack Discovery both list threat detection and response; Harness's scale not recorded.5 of 9 capabilitiesShared product typeCompareMAMaxim AIUndisclosedAI Posture 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 9 capabilitiesShared product typeCompareGGlean (Glean Technologies)Late-stageAI Posture and Glean AI Gateway both list guardrails and safety; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareAAttioLate-stageOverlaps on agent orchestration, data analysis and workflow automation; scale not recorded for either.3 of 9 capabilitiesShared product typeCompareYYellow.aiUndisclosedOverlaps on agent orchestration, data analysis and evaluation and observability; scale not recorded for either.3 of 9 capabilitiesShared product typeCompareCCognigyAcquiredOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; Harness's scale not recorded; Cognigy is acquired, with no independent scale.4 of 9 capabilitiesShared product typeComparePProlificUndisclosedSecurity Testing Agent and Protocol both list threat detection and response; scale not recorded for either; ships data service and infrastructure service rather than the same layer.2 of 9 capabilitiesDifferent layerCompareMMavvrikEarly-stageCost Management Agent and Mavvrik both serve buyers who need to track and cut what we spend on AI models; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareKKore.aiLate-stageAI Evals and Arch AI both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.3 of 9 capabilitiesShared product typeCompareFFortinetPublicAPI Advanced Protection and FortiEDR both list threat detection and response; Harness's scale not recorded.5 of 9 capabilitiesShared product typeCompareNNotionLate-stageOverlaps on agent orchestration, summarization and workflow automation; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareAAlibabaPublicAI Code Review and Qwen Code both list code review; both also serve buyers who need to code with an AI assistant; Harness's scale not recorded.7 of 9 capabilitiesShared product typeCompareSSplunkAcquiredAI Posture 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; Harness's scale not recorded; Splunk is acquired, with no independent scale.6 of 9 capabilitiesShared product typeCompareCCrestaLate-stageOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; Harness's scale not recorded.5 of 9 capabilitiesShared product typeCompareMMastraEarly-stageAI Evals and Mastra Studio both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.4 of 9 capabilitiesShared product typeCompareRARetell AIUndisclosedAI Evals and Retell AI Conductor both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareWWizAcquiredSecurity Testing Agent and Wiz AI-SPM both list threat detection and response; Harness's scale not recorded; Wiz is acquired, with no independent scale.1 of 9 capabilitiesShared product typeCompareFFinAcquiredAgentTrace and Fin Analyze both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Harness's scale not recorded; Fin is acquired, with no independent scale.3 of 9 capabilitiesShared product typeCompareMMercorLate-stageAgentTrace and Mercor Enterprise Evals both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Harness's scale not recorded; ships data service rather than the same layer.1 of 9 capabilitiesDifferent layerComparePPolyAIUndisclosedAI Evals and Wren both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareCAContextual AILate-stageOverlaps on agent orchestration and workflow automation; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareZZ.ai (Zhipu AI)PublicAI Code Review and GLM Coding Plan both serve buyers who need to code with an AI assistant; Harness's scale not recorded.5 of 9 capabilitiesShared product typeCompareRRunwayLate-stageOverlaps on evaluation and observability and workflow automation; Harness's scale not recorded.2 of 9 capabilitiesShared product typeCompareEAEnkrypt AIAcquiredAI Posture and Enkrypt AI both list guardrails and safety; both also serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Harness's scale not recorded; Enkrypt AI is acquired, with no independent scale; ships API service rather than the same layer.1 of 9 capabilitiesDifferent layerCompareTTypefaceUndisclosedOverlaps on agent orchestration and workflow automation; scale not recorded for either.2 of 9 capabilitiesShared product typeComparePPegasystemsPublicOverlaps on agent orchestration, data analysis and workflow automation; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareGSGetReal SecurityEarly-stageAPI Advanced Protection and GetReal Protect both list threat detection and response; scale not recorded for either.1 of 9 capabilitiesShared product typeCompareBBraintrustLate-stageAgentTrace and Patterns both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; Harness's scale not recorded.2 of 9 capabilitiesShared product typeCompareGGenesysUndisclosedOverlaps on agent orchestration, data analysis, summarization and 1 more; Harness's scale not recorded; Genesys's scale not comparable: only a revenue estimate, no market cap or valuation.4 of 9 capabilitiesShared product typeCompareLLunaryUndisclosedAI Evals and Lunary both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.1 of 9 capabilitiesShared product typeCompareEElicitEarly-stageHarness AI Test Automation and Routines both list summarization; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareDDelineaUndisclosedAPI Advanced Protection and Identity Threat Protection both list threat detection and response; scale not recorded for either.1 of 9 capabilitiesShared product typeCompareBBase44AcquiredAI Code Review and Base Code both serve buyers who need to code with an AI assistant; Harness's scale not recorded; Base44 is acquired, with no independent scale.2 of 9 capabilitiesShared product typeCompareMmonday.comPublicOverlaps on agent orchestration and workflow automation; Harness's scale not recorded.2 of 9 capabilitiesShared product typeCompareMAMoonshot AILate-stageAI Code Review and Kimi Code both serve buyers who need to code with an AI assistant; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareHHarveyLate-stageOverlaps on agent orchestration, evaluation and observability and workflow automation; Harness's scale not recorded.3 of 9 capabilitiesShared product typeCompareAAArthur AIEarly-stageAgentTrace and Arthur Engine both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.3 of 9 capabilitiesShared product typeCompareGGongUndisclosedOverlaps on data analysis, summarization and workflow automation; scale not recorded for either.3 of 9 capabilitiesShared product typeCompareBBaiduPublicAI Code Review and Baidu Comate both serve buyers who need to code with an AI assistant; Harness's scale not recorded.4 of 9 capabilitiesShared product typeCompareDDustUndisclosedOverlaps on agent orchestration, data analysis and workflow automation; scale not recorded for either.3 of 9 capabilitiesShared product typeCompareFAFiddler AILate-stageAI Posture 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.3 of 9 capabilitiesShared product typeCompareOOktaPublicAPI Advanced Protection and Identity Threat Protection both list threat detection and response; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareJJasperUndisclosedOverlaps on agent orchestration, guardrails and safety and workflow automation; scale not recorded for either.3 of 9 capabilitiesShared product typeCompareFFive9PublicOverlaps on data analysis and workflow automation; Harness's scale not recorded.2 of 9 capabilitiesShared product typeCompareAAArize AIUndisclosedAgentTrace and Arize Phoenix both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.3 of 9 capabilitiesShared product typeCompareKKuaishouPublicAI Code Review and CodeFlicker both serve buyers who need to code with an AI assistant; Harness's scale not recorded.1 of 9 capabilitiesShared product typeCompareMAMistral AILate-stageAI Code Review and Mistral Vibe Code both serve buyers who need to code with an AI assistant; Harness's scale not recorded.2 of 9 capabilitiesShared product typeCompareWWritesonicUndisclosedOverlaps on data analysis and workflow automation; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareLLangChainLate-stageAI Evals and LangSmith Chat both serve buyers who need to test and evaluate an AI agent; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareRAResemble AIEarly-stageAPI Advanced Protection and Resemble Meetings both list threat detection and response; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareMMicro1UndisclosedAI Evals 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 9 capabilitiesDifferent layerCompareHCHuawei CloudUndisclosedAI Code Review and CodeArts Agent both serve buyers who need to code with an AI assistant; scale not recorded for either.3 of 9 capabilitiesShared product typeCompareDDropboxPublicOverlaps on summarization and workflow automation; Harness's scale not recorded.2 of 9 capabilitiesShared product typeCompareAAvomaUndisclosedOverlaps on summarization and workflow automation; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareSSASUndisclosedOverlaps on agent orchestration, data analysis, evaluation and observability and 1 more; scale not recorded for either.4 of 9 capabilitiesShared product typeComparePPicsartUndisclosedOverlaps on data analysis and workflow automation; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareAAAutomation AnywhereUndisclosedOverlaps on agent orchestration, data analysis, evaluation and observability and 2 more; scale not recorded for either.5 of 9 capabilitiesShared product typeCompareKKrispUndisclosedOverlaps on data analysis and summarization; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareRReflectionLate-stageAI Code Review and Asimov both serve buyers who need to code with an AI assistant; Harness's scale not recorded.1 of 9 capabilitiesShared product typeCompareWWaivEarly-stageOverlaps on data analysis and workflow automation; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareNRNew RelicUndisclosedAgentTrace and New Relic AI Observability both serve buyers who need to watch an AI agent for suspicious or runaway behaviour; scale not recorded for either.2 of 9 capabilitiesShared product typeCompareLLegoraLate-stageOverlaps on agent orchestration and workflow automation; Harness's scale not recorded.2 of 9 capabilitiesShared product typeCompareZZoomInfoPublicOverlaps on agent orchestration, data analysis and workflow automation; Harness's scale not recorded.3 of 9 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

Stage, from total funding

Company disclosure · 14 Oct 2026

About page: "Harness has raised $570M of venture capital from top-tier investors."

Valuation

Not found · 14 Oct 2026

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

Founded

Company disclosure · 14 Oct 2026

About page structured data: founding date 2017-10-24.

Public listing

Not found · 14 Oct 2026

No listing on the pages read; treated as private.

Description

Official documentation · 14 Oct 2026

Homepage: Software Delivery, Security Testing, Runtime Protection, Cost Management and Zero-day Remediation agents; "Try the full platform free."

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