Harness vs. MettleCI Comparison


Harness	MettleCI Data Migrators	+	+
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		Related Products Planview Software Product Delivery Planview Software Product Delivery Solution is an enterprise delivery intelligence platform that connects strategy to execution across your existing development toolchain, giving technology leaders the visibility they need to deliver faster, with confidence and measurable impact. Planview's solution integrates with ADO, GitHub, Jira, and other tools to aggregate real-time delivery data across teams and toolchains. Core capabilities include cross-team dependency management, flow and bottleneck analysis, capacity planning, agile planning at team and portfolio levels, AI-powered roadmapping, delivery analytics (including DORA metrics), connected OKRs, and portfolio-level investment and scenario modeling. Risk signals are surfaced early through configurable thresholds and flow metrics, and executive-ready views replace manual reporting with live, evidence-based delivery intelligence helping enterprises transform how they deliver digital products. 2 Ratings Visit Website Pensero Pensero is the intelligence behind agentic deployment. As companies deploy AI agents alongside their engineering teams, leaders lose the one thing they need most: an objective view of what is actually getting delivered. Pensero scores every unit of work on the same scale, whether it was human, AI-assisted or agent-only, then shows where each one creates value. That gives you agent performance, cost per unit of work, and agentic transformation, monitored live. Customers call it story points after the fact: an objective measure of what was delivered, comparable across teams, technologies, and any mix of humans and agents. No commits, no hours, no lines of code, no agent activity. Every agent, assistant and human lands in one system of record. Repositories, tickets, chat and AI tools connect automatically, with no instrumentation project and no workflow change. Leaders decide what stays human-led, what gets augmented, and what can be delegated to agents, then optimize that balance against delivery, quality, cost, and business impact. Agent budgets are approved on promise today. Pensero turns them into a portfolio with a return. 3 Ratings Visit Website Flagsmith Flagsmith is a fully supported open-source feature flag, remote config, and A/B testing service. Use our hosted API, deploy to your own private cloud, or run on-premise. Create and manage feature flags across web, mobile, and server-side applications. Wrap a section of code with a flag, and then use Flagsmith to toggle that feature on or off for different environments, users, or user segments. Feature flags – Release features with phased rollouts and instant rollback capabilities. Remote config – Toggle individual features on and off, and make changes without deploying new code. A/B and multivariate testing – Use segments to run A/B and multivariate tests on new features. Introduce beta programs to get early user feedback. Organization management – Projects, and roles for team members help keep your deployment organized. Integrations – Connect to your favorite tools. MCP and CLI – Set up automated feature management workflows controlled by your AI agents 43 Ratings Visit Website Gearset Gearset is the complete, enterprise-ready Salesforce DevOps platform, enabling teams to implement best practices across the entire DevOps lifecycle. With powerful solutions for metadata and CPQ deployments, CI/CD, testing, code scanning, sandbox seeding, backups, archiving, observability, and Org Intelligence — including the Gearset Agent — Gearset gives teams complete visibility, control, and confidence in every release. More than 3,000 enterprises, including McKesson, IBM and Zurich, trust Gearset to deliver securely at scale. Combining advanced governance, built‑in audit trails, SOX/ISO/HIPAA support, parallel pipelines, integrated security scans, and compliance with ISO 27001, SOC 2, GDPR, CCPA/CPRA, and HIPAA, Gearset provides enterprise‑grade controls, rapid onboarding, and a user‑friendly interface — all in one platform. Gearset delivers enterprise‑grade power without the overhead, which is why leading global organizations in finance, healthcare, and technology choose us. 305 Ratings Visit Website QA Wolf QA Wolf is the fastest path to deterministic end-to-end test coverage for web and mobile apps. In one platform, teams can manage the entire testing lifecycle: Map out your workflows and coverage gaps, automate your tests in Playwright or Appium, and run your suite fully in parallel. - Build and maintain E2E tests 10x faster than agentic CLIs. - Run tests 12x faster than non-deterministic computer-use agents. - Release 5x more often with faster testing. Want all your testing done for you? QA Wolf’s Coverage as a Service delivers 80%+ test coverage in 4 months with 24-hour failure investigation, test maintenance, and guaranteed zero flakes. 270 Ratings Visit Website Codemagic Codemagic macOS build machines make building hybrid applications seamless thanks to the ever-growing list of preinstalled software available. Set up your Cordova Android and iOS app builds and workflows in a single, easy-to-configure codemagic.yaml file. Ensure the health of your Android and iOS apps with automated tests on simulators, emulators and real devices, and receive immediate feedback on build results. Codemagic integrates with Apple Developer Portal for easy iOS code signing and allows you to deploy to App Store Connect and Google Play without delay. Set up your React Native app builds and workflows in a single, easy-to-configure codemagic.yaml file. Codemagic’s macOS build machines come with multiple Xcode versions, Android SDK and npm preinstalled for hassle-free Android and iOS builds. Codemagic makes it easy to automate the testing of your React Native apps on simulators, emulators and real devices. 138 Ratings Visit Website Blumira Empower Your Current Team to Achieve Enterprise-Level Security An all-in-one solution with SIEM, endpoint visibility, 24/7 monitoring, and automated response to reduce complexity, increase visibility and speed up time to respond. We handle the security heavy lifting, so you get time back in your day. With out-of-the-box detections, pre-filtered alerts, and response playbooks, IT teams can achieve real security value with Blumira. Quick Deployment, Immediate Results: Integrates with your tech stack and fully deploy, with no warm-up period, in hours All-You-Can-Eat Data Ingest: Predictable pricing and with unlimited data logging for full-lifecycle detection Compliance Made Easy: 1 year data retention included, pre-built reports, and 24/7 automated monitoring 99.7% CSAT Support: Solution Architects for product support, the Incident Detection and Response Team creating new detections, and 24/7 SecOps support 150 Ratings Visit Website ManageEngine Log360 Detect, investigate, and resolve security incidents and threats using a single, scalable SIEM solution. Log360 provides you with actionable insights and analytics-driven intelligence for real-time security monitoring, advanced threat detection, incident management, and behavioral analytics-based anomaly detection. Built as the bedrock for your SOC, ManageEngine Log360 comes with out-of-the-box correlation and workflow rules, dashboards, reports, and alert profiles to help you address vital security issues with little manual intervention. 190 Ratings Visit Website Parasoft "Parasoft delivers an AI‑powered software testing platform that helps organizations continuously release high‑quality software. Our solutions support embedded and enterprise teams by integrating code analysis, testing, virtualization, and coverage into the delivery pipeline to improve security, reliability, and compliance while reducing cost and effort. Parasoft C/C++test provides static analysis, unit testing, code coverage, and requirements traceability for C and C++ applications. It integrates with Eclipse and Visual Studio, supports CI/CD automation, and is TÜV‑certified for safety‑ and security‑critical systems. Parasoft C/C++test CT is a scalable, compliance‑ready solution for C and C++ teams. It integrates into CI/CD workflows, supports open‑source unit testing frameworks, containers, VS Code, Bazel build systems, eliminates IDE dependencies, and is TÜV‑certified for safety‑ and security‑critical development." 152 Ratings Visit Website MuukTest Are bugs slipping through your QA process and frustrating your customers? Catching issues early shouldn’t mean overwhelming your team with time-consuming tests. With MuukTest’s AI-driven platform, growing engineering teams reach 95% end-to-end test coverage in just 3 months, delivering quality at speed. By leveraging AI, our QA experts rapidly design, manage, and maintain comprehensive E2E tests for web, mobile, and API applications on the MuukTest platform. Within 8 weeks, we deliver full regression coverage, followed by exploratory and negative testing to uncover hidden bugs and expand test scenarios. We also proactively identify and address flaky tests and false results to ensure the reliability of your tests. Testing early and often allows you to detect bugs in the early stages of your development lifecycle, reducing the burden of technical debt down the line. 34 Ratings Visit Website
About Harness is an AI-native software delivery platform that helps engineering teams achieve excellence by automating and streamlining the entire software delivery lifecycle. It enables continuous integration, continuous delivery, and GitOps for multi-cloud, multi-region deployments with increased speed and reliability. Harness simplifies infrastructure as code, database DevOps, and artifact management to improve collaboration and reduce errors. The platform offers AI-powered testing, incident response, chaos engineering, and feature management to enhance quality and resilience. Harness also provides cloud cost management, security testing orchestration, and developer insights to optimize performance and governance. Trusted by leading enterprises, Harness accelerates innovation while reducing manual effort and risk.	About Reducing the time, cost, risk, uncertainty, and stress of DataStage delivery. Ensure all jobs comply with your coding standards, or use MettleCI's extensive library of best practices. Manage code in Git, directly from the DataStage Designer client, without any command line headaches. Promote your code from Development to Production using a fully-automated delivery pipeline. Give sequences the boot and allow MettleCI to build and run your job schedule automatically. Let MettleCI handle the heavy lifting of testing to ensure your builds are deployable without problems. No command lines, hacking, or complex config files. Test, build, and deploy using point-and-click.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Harness is ideal for engineering and DevOps teams in enterprises seeking to modernize software delivery with AI-powered automation, continuous integration and delivery, infrastructure management, and enhanced security and cost optimization	Audience Organizations that need a DevOps solution for DataStage
Support Phone Support Supported 24/7 Live Support Supported Online Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Supported Free Trial Supported	Pricing No information available. Free Version Not Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software

Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Harness Founded: 2016 United States harness.io/products/platform/	Company Information Data Migrators Founded: 2011 Australia www.datamigrators.com/mettleci
Alternatives Flagsmith	Alternatives Gearset
Cortex	Mettl Online Exam Platform Mercer \| Mettl
Massdriver	DevOpsBoard DevpromSoftware
GitLab	Original Software
Jellyfish View All	Harness View All
Categories AI Testing Tools Supported Artifact Management Supported Automated Testing Supported Change Management Supported Chaos Engineering Supported Cloud Cost Management Supported Cloud Infrastructure Automation Supported Continuous Delivery Supported Continuous Integration Supported DevOps Supported DORA Metrics Supported Feature Management Supported FinOps Supported Incident Management Supported Incident Response Supported Internal Developer Portals Supported Release Management Supported Repository Management Supported Security Orchestration, Automation and Response (SOAR) Supported Software Development Analytics Supported Software Development Life Cycle (SDLC) Supported Software Engineering Intelligence Supported Software Testing Supported Source Code Management Supported Value Stream Management Supported Visual Testing Supported	Categories Automated Testing Supported Continuous Integration Supported DevOps Supported Unit Testing Supported
Continuous Integration Features Build Log Supported Change Management Supported Configuration Management Not Supported Continuous Delivery Supported Continuous Deployment Supported Debugging Supported Permission Management Supported Quality Assurance Management Supported Testing Management Supported DevOps Features Approval Workflow Supported Dashboard Supported KPIs Supported Policy Management Supported Portfolio Management Not Supported Prioritization Not Supported Release Management Not Supported Timeline Management Not Supported Troubleshooting Reports Not Supported Show More Features Change Management Features Approval Workflow Supported Audit Trail Supported Automated Notifications Not Supported Change Calendar Not Supported Change Planning Supported Compliance Management Supported Prioritization Not Supported Release Management Not Supported Task Management Not Supported Tracking & Reporting Not Supported Training Management Not Supported Cloud Cost Management Features Cost Reduction Optimization Supported Dashboard Supported Data Import/Export Not Supported Data Storage Not Supported Data Visualization Supported Resource Usage Reporting Supported Roles / Permissions Supported Spend and Cost Reporting Supported Continuous Delivery Features Application Lifecycle Management Supported Application Release Automation Supported Build Automation Supported Build Log Supported Change Management Supported Configuration Management Supported Continuous Deployment Supported Continuous Integration Supported Feature Toggles / Feature Flags Supported Quality Management Supported Testing Management Supported Feature Management Features A/B Testing Supported Entitlement Management Not Supported Feature Alerts Not Supported Feature Flag / Toggle Supported Feature Rollout Management Supported Kill Switch Supported KPI Monitoring Supported Multivariate Testing Supported Product Experimentation Supported Whitelist Creation Not Supported Software Testing Features Automated Testing Supported Black-Box Testing Supported Dynamic Testing Supported Issue Tracking Supported Manual Testing Not Supported Quality Assurance Planning Supported Reporting / Analytics Supported Static Testing Supported Test Case Management Not Supported Variable Testing Methods Not Supported White-Box Testing Not Supported
Integrations GitLab Supported Jenkins Supported ServiceNow Supported ARGO Supported Amazon EKS Supported Amazon Elastic Container Service (Amazon ECS) Supported Android Supported Docker Supported Git Not Supported Google Cloud Platform Supported Google Kubernetes Engine (GKE) Supported Jira Supported Microsoft Azure Supported New Relic Supported OpenText ALM Quality Center Not Supported Prometheus Supported Red Hat OpenShift Supported Snyk Supported Splunk AppDynamics Supported ZoomInfo GTM Studio Supported Show More Integrations View All 48 Integrations	Integrations GitLab Supported Jenkins Supported ServiceNow Supported ARGO Not Supported Amazon EKS Not Supported Amazon Elastic Container Service (Amazon ECS) Not Supported Android Not Supported Docker Not Supported Git Supported Google Cloud Platform Not Supported Google Kubernetes Engine (GKE) Not Supported Jira Not Supported Microsoft Azure Not Supported New Relic Not Supported OpenText ALM Quality Center Supported Prometheus Not Supported Red Hat OpenShift Not Supported Snyk Not Supported Splunk AppDynamics Not Supported ZoomInfo GTM Studio Not Supported Show More Integrations View All 8 Integrations
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