Costimize vs. Harness Comparison


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		Related Products FinOpsly FinOpsly is an AI Cost Governance platform. It brings AI, cloud, data platform and SaaS spend into one attribution, policy and control layer, so enterprises can price a workload before building it, attribute every dollar to an owner, hold spend inside budget under policy, and prove what landed in run-rate. Your AI invoice is not what your AI costs. One request draws on model tokens, retrieval, warehouse queries, GPU capacity and storage, and only the first shows up on the AI bill. FinOpsly resolves all of it, plus the seats in procurement and the compute in an untagged cloud account, to the same dimensions: owner, team, application, line of business, customer and tenant. An AI initiative's full cost becomes one figure, charged back through one hierarchy in one cycle. Workforce AI is the tools employees use: seats and per-user token draw across GitHub Copilot, Cursor, ChatGPT Enterprise and Microsoft 365 Copilot. Application AI is the AI your product ships: tokens, compute and data joined into cost-to-serve across OpenAI, Anthropic, Bedrock, Azure OpenAI, Vertex AI, SageMaker and Databricks. PLAN. Price a workload from its architecture before any resource exists, across model APIs, GPU capacity, data platform consumption and storage, with assumptions visible. Compare it across candidate models on your measured usage. EXPLAIN. Attribute spend to owner, team, application, line of business and business unit across 9+ hierarchy levels. Unified tagging reconciles providers that tag inconsistently, and AI-driven bulk labeling closes large key estates. Unattributed spend is reported in dollars. ACT. Budgets per project, team and API key, with daily burn-rate monitoring. Anomaly detection with root cause, routed to the owner. Waste detection using FinOpsly's own algorithms and ML models. Commitment planning across AWS, Azure and Google Cloud. Policy-driven parking of idle compute. PROVE. Chargeback across AI, cloud, data and SaaS in one cycle. Realized savings tracked into run-rate against a no-action baseline. Cost per call, cost per active user, and cost-to-serve per customer and tenant. proof: 100% attribution of AI spend; chargeback from 12.4 days to under one day across 9+ levels; 26% realized savings in AWS and 17%+ in Azure at a payments client. Built for CIOs, CTOs and platform leaders accountable for technology spend, FinOps and finance teams running chargeback, and engineering teams who need cost signal before they decide 3 Ratings Visit Website CloudZero CloudZero is the leader in proactive cloud cost efficiency. We enable engineers to build cost-efficient software without slowing down innovation. CloudZero's next-generation cloud cost optimization platform automates the collection, allocation, and analysis of cloud costs to uncover savings opportunities and improve unit economics. We are the only platform that enables companies to understand 100% of their operational cloud spend and take an engineering-led approach to optimizing that spend. CloudZero is used by industry leaders worldwide, such as Coinbase, Klaviyo, Miro, Nubank, and Rapid7. 66 Ratings Visit Website Josys Josys is a modern AI-native identity security and governance platform. Enterprise AI adoption has made identity the fastest-growing attack surface — and the hardest to govern. Josys discovers, governs, and secures every identity - human, machine, and AI agent - across every application in the enterprise. Built on policy-led governance, Josys lets security and IT teams define access policies once and enforce them autonomously: risk is surfaced, access is controlled, and identity threats are remediated in real time, without manual oversight. Trusted by over 1,000 organizations and MSPs worldwide, Josys turns identity from the fastest-growing attack surface into an autonomously governed advantage. For more information, visit josys.com. 263 Ratings Visit Website Google Cloud Speech-to-Text Google Cloud’s Speech API processes more than 1 billion voice minutes per month with close to human levels of understanding for many commonly spoken languages. Powered by the best of Google's AI research and technology, Google Cloud's Speech-to-Text API helps you accurately transcribe speech into text in 73 languages and 137 different local variants. Leverage Google’s most advanced deep learning neural network algorithms for automatic speech recognition (ASR) and deploy ASR wherever you need it, whether in the cloud with the API, on-premises with Speech-to-Text On-Prem, or locally on any device with Speech On-Device. 366 Ratings Visit Website SBS Banking Platform SBS Banking Platform is a flexible, cloud-native solution that empowers financial institutions to scale on their terms while delivering seamless, digital-first experiences - anytime, anywhere. A fully integrated, front-to-back platform, it drives innovation across retail, corporate, and neobanking sectors. From digital and open banking to deposits, payments, lending, and compliance, our platform enables financial institutions across EMEA to stay ahead of the curve. Trusted by top-tier banks, SBS Banking Platform is recognized by industry leaders, including Gartner, Forrester, NelsonHall, and IBS, for its transformative impact. Recent recognition by Omdia for digital banking, Chartis for regulatory reporting, and NelsonHall for Cloud, SaaS & BPaaS underscores our commitment to excellence. 29 Ratings Propel Propel is a cloud-native platform that unifies PLM, QMS, and PIM in one connected system, giving manufacturers complete visibility and control across the entire product lifecycle. It provides a single source of truth for product data, streamlines change management, strengthens quality and compliance, and accelerates time-to-market by eliminating silos. With real-world AI use cases and enterprise-grade security, Propel helps organizations reduce errors and improve cross-functional alignment. Agentic AI accelerates change reviews, surfaces BOM and quality risks, enriches product information, and guides decisions—while role-based permissions and audit trails protect IP. From design through manufacturing and commercialization, Propel empowers companies to deliver innovative, high-quality products faster with greater confidence. Each module deploys independently with no required dependencies. 212 Ratings Visit Website Google Cloud Run Cloud Run is a fully-managed compute platform that lets you run your code in a container directly on top of Google's scalable infrastructure. We’ve intentionally designed Cloud Run to make developers more productive - you get to focus on writing your code, using your favorite language, and Cloud Run takes care of operating your service. Fully managed compute platform for deploying and scaling containerized applications quickly and securely. Write code your way using your favorite languages (Go, Python, Java, Ruby, Node.js, and more). Abstract away all infrastructure management for a simple developer experience. Build applications in your favorite language, with your favorite dependencies and tools, and deploy them in seconds. Cloud Run abstracts away all infrastructure management by automatically scaling up and down from zero almost instantaneously—depending on traffic. Cloud Run only charges you for the exact resources you use. Cloud Run makes app development & deployment simpler. 349 Ratings Visit Website Files.com Files.com is a cloud-native Managed File Transfer (MFT) platform that unifies file transfers, sharing, and automation across any cloud, protocol, or partner. It connects 50+ storage systems — including Amazon S3, Azure, Google Drive, SharePoint, Dropbox, and Box — presenting them as a single seamless namespace. Files.com supports SFTP, FTP/FTPS, AS2, HTTPS, WebDAV, and REST APIs, making it compatible with virtually any system or partner. Automated workflows eliminate manual scripts and reduce admin overhead by up to 90%. Enterprise-grade security includes AES-256 encryption, SOC 2 Type II certification, HIPAA/GDPR compliance, full audit trails, SSO (Okta, Azure AD, and more), and 2FA. With a 99.99% uptime history and zero data breaches in 15 years, Files.com is trusted by IT teams in finance, healthcare, and technology. Available via web, desktop (Windows/macOS), mobile (iOS/Android), and on-premises agent (Windows/macOS/Linux). 340 Ratings Visit Website CloudFiler CloudFiler is an email filing and search tool that works in both New and Classic Outlook on all platforms including Android phones & tablets, iPhones, iPads, all popular browsers, Macs and ARM based devices. It was created using up-to-date development technologies by the original architect of the Oasys email management system previously owned by Arup and the Excitech Mail system owned by Symetri. File to: the cloud, Windows folders, SharePoint, OneDrive, Egnyte, Autodesk Forma, Bentley ProjectWise, etc. Built to work with Exchange on-line and Microsoft 365 it provides a fast and reliable email filing and search service via whatever device you happen to be using at the time. CloudFiler is based on Microsoft's new web Add-in technology. 19 Ratings Visit Website Apify Apify is a full-stack web scraping and automation platform helping anyone get value from the web. At its core is Apify Store, a marketplace with over 10,000 Actors where developers build, publish, and monetize automation tools. Actors are serverless cloud programs that extract data, automate web tasks, and run AI agents. Developers build them using JavaScript, Python, or Crawlee, Apify's open-source library. Build once, publish to Store, and earn when others use it. Thousands of developers do this - Apify handles infrastructure, billing, and monthly payouts. Apify Store has ready-made Actors for scraping Amazon, Google Maps, social media, tracking prices, lead-gen, and more. Actors handle proxies, CAPTCHAs, JavaScript rendering, headless browsers, and scaling. Everything runs on Apify's cloud with 99.95% uptime. SOC2, GDPR, and CCPA compliant. Integrate with Zapier, Make, n8n, and LangChain. Apify's MCP server lets AI like Claude dynamically discover and use Actors 1,714 Ratings Visit Website
About Enable Google Cloud Governance, FinOps, and AI Recommendations for enterprises. Subscribing to Google Cloud Services requires you to have a robust cost-saving strategy for the cloud-native world that results in efficiencies in all business lines. Costimize partners’ teams are ready to take the cloud journey with you and assist you with all the required steps. Paradoxically, many experienced, sophisticated digital organizations find it hard to deliver value from cloud investments. Our distinct and value-proofed finance cloud optimization method strengthens the internal investment. We rapidly determine your case and what your real cloud value should be from the start, using structured data – not guesswork – recognizing which decisions the business needs to take forward with confidence to improve financially-wise.	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.
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	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
Audience Businesses requiring an enterprise software for governance and financial management	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
Support Phone Support Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Not Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing No information available. Free Version Not Supported Free Trial Supported	Pricing No information available. Free Version Supported Free Trial 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 Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported
Company Information Costimize Founded: 2019 Bulgaria costimize.io	Company Information Harness Founded: 2016 United States harness.io/products/platform/
Alternatives Ternary	Alternatives Flagsmith
HCL MyXalytics FinOps HCLSoftware	Cortex
CloudKeeper	Massdriver
ProsperOps	GitLab
Spot Cost Intelligence Spot View All	Jellyfish View All
Categories Cloud Cost Management Supported FinOps Supported	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
	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 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 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 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 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 Google Cloud Platform Supported Amazon EC2 Not Supported Azure App Service Not Supported BI Book Not Supported DonorDock Not Supported Elastic Observability Not Supported Faros AI Not Supported GitLab Not Supported Indent Not Supported Katalon True Platform Not Supported Kubernetes Not Supported Microsoft Azure Not Supported OpsLevel Not Supported Prometheus Not Supported Serverless Not Supported ServiceNow Not Supported Snyk Not Supported Splunk Enterprise Not Supported Xamarin Not Supported ZoomInfo GTM Studio Not Supported Show More Integrations View All 1 Integration	Integrations Google Cloud Platform Supported Amazon EC2 Supported Azure App Service Supported BI Book Supported DonorDock Supported Elastic Observability Supported Faros AI Supported GitLab Supported Indent Supported Katalon True Platform Supported Kubernetes Supported Microsoft Azure Supported OpsLevel Supported Prometheus Supported Serverless Supported ServiceNow Supported Snyk Supported Splunk Enterprise Supported Xamarin Supported ZoomInfo GTM Studio Supported Show More Integrations View All 48 Integrations
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