Finout 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 New Relic There are an estimated 25 million engineers in the world across dozens of distinct functions. As every company becomes a software company, engineers are using New Relic to gather real-time insights and trending data about the performance of their software so they can be more resilient and deliver exceptional customer experiences. Only New Relic provides an all-in-one platform that is built and sold as a unified experience. With New Relic, customers get access to a secure telemetry cloud for all metrics, events, logs, and traces; powerful full-stack analysis tools; and simple, transparent usage-based pricing with only 2 key metrics. New Relic has also curated one of the industry’s largest ecosystems of open source integrations, making it easy for every engineer to get started with observability and use New Relic alongside their other favorite applications. 2,938 Ratings Visit Website Dynamo Software Dynamo Software is the leading end-to-end, AI-powered platform for alternative investment management, centralizing and automating front-to-back-office operations for both General Partners and Limited Partners. Trusted by 1,000+ global clients managing more than $10T in AUM, Dynamo replaces point-tool ssprawl with one secure platform. Dynamo v3.0 delivers an intelligent, intelligent interface built for investment professionals, with Blueprint pre-configured hubs, layouts, and reports that accelerate onboarding and adoption. For General Partners, Dynamo unifies CRM, deal sourcing, fundraising, investor relations, portfolio monitoring, and cloud-native fund accounting on a single data foundation. Engagement scoring surfaces high-intent LPs to shorten fundraising cycles, while digital onboarding with e-signature, KYC orchestration, and ongoing AML monitoring accelerates closes and strengthens compliance from first contact. A white-label Investor Portal automates capital calls, distributions, and tax document delivery, and 70+ audit-ready reports aligned to US GAAP, ILPA, and Invest Europe keep financials and investor communications consistent. For Limited Partners, Dynamo consolidates research, diligence, and multi-asset portfolio management into a single source of truth. Analyst evaluations, IDD and ODD notes, and manager pipelines live in one searchable environment. Performance analysis at the investment, asset class, or total portfolio level supports confident allocation decisions. HoldingsInsight enriches holdings data to reveal look-through exposure by sector, region, currency, and country of risk, and cash flow modeling and what-if scenarios turn reactive reporting into proactive oversight. DynamoAI is natively embedded across both experiences. It does not sit on top of your investment data, it operates from within it. Purpose-built agents categorize and tag records, convert PPMs, pitch decks, and capital call notices into structured data, surface relationship intelligence, flag performance anomalies early, and draft screening memos, IC memos, and quarterly reports for review. Teams ask questions in plain language and get answers backed by source records. Firms can also bring their own AI through Dynamo MCP connectors, reaching Dynamo data directly with the same permissions and the same audit trail. 71 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 SQL Fully managed relational database service for MySQL, PostgreSQL, and SQL Server with rich extension collections, configuration flags, and developer ecosystems. New customers get $300 in free credits to spend on Cloud SQL. You won’t be charged until you upgrade. Reduce maintenance costs with fully managed MySQL, PostgreSQL and SQL Server databases. Ensure business continuity with reliable and secure services backed by 24/7 SRE team. Data encryption at rest and in transit. Private connectivity with Virtual Private Cloud and user-controlled network access with firewall protection. Compliant with SSAE 16, ISO 27001, PCI DSS, and HIPAA. Scale your instances effortlessly with a single API call whether you start with simple testing or you need a highly available database in production. Simplify database operations with AI-powered assistance in Gemini, now in preview on Cloud SQL. It streamlines development, performance optimization, fleet management, governance, and migration. 554 Ratings Visit Website Intellimas Intellimas is a highly configurable, low code solution with spreadsheet features. It allows you to build enterprise level, web apps that end users love. Intellimas is built for fast data entry, analytics, exception management, and easy retrieval of live data from other systems. The multi-level grid UI allows for a quick transition from spreadsheets. This comprehensive view, along with our form view, provide you with the flexibility to handle unlimited business processes. Intellimas is deployed on-premise or in the cloud. It features field level security, mass update capabilities, configurable alerts, integration tools, image viewing, and workflow management. Intellimas replaces mega-spreadsheets, custom solutions, and inefficient systems with repeatable processes, one version of the truth, and the ability to adapt to a volatile business climate. Organizations typically implement Intellimas for one process and usually find several other use cases for it in a short period of time. 30 Ratings Visit Website TrafficGuard Digital advertisers lose billions every year to invalid traffic, and most do not know it is happening. Fake clicks, bots and click farms are only part of it. The bigger drain is non-incremental traffic: excessive clickers with no intent to convert, and navigational traffic that would have found your brand anyway. All of it inflates cost and corrupts the data your optimisation depends on. TrafficGuard sits inside the advertising journey and verifies traffic in real time, before it reaches your campaigns. Our approach is surgical, not blunt force. Statistical invalidation removes the invalid and protects the genuine, with full transparency into exactly what was actioned and why. The result is cleaner signals, more accurate reporting, and ad spend that reaches real, high-intent users. One platform protects every channel that matters: - Search (Google Search & Performance Max) - Meta (Instagram & Facebook) - Affiliate - Mobile Start with a free 30-day audit in detection mode and see exactly how much invalid traffic is hitting your campaigns. Switch on prevention when you are ready. Backed by expert onboarding and responsive support, TrafficGuard is built to scale with your spend. Trusted by 10,000+ advertisers across multiple industries TrafficGuard is part of Adveritas, publicly listed and accountable on the Australian Securities Exchange (ASX:AV1). 89 Ratings Visit Website DrayMaster DrayMaster is the go-to tool for drayage carrier rate management, quicker quoting and improved collaboration, providing a simple web interface for looking up rates or integrating into an existing TMS. It is the only rate management solution that captures complete drayage rates beyond line haul and fuel surcharge with a full view to all accessorials, and the only neutral tariff management system and digital delivery platform designed specifically for the drayage industry. DrayMaster can also connect 3PLs, freight forwarders, and brokers with drayage providers utilizing great features including streamlined rate management and quoting, professional quotes that include all accessorials, simplified administration of complex rates, real-time access to current rate information, and a simple bid tool for quick RFP quoting. With DrayMaster, spend less time on challenging intermodal rates and more time growing your business. 1 Rating Visit Website GWI Every year, we survey over a million people around the world so businesses can understand changing consumer behavior in seconds. Designed for busy teams, our platform makes it easy to get what you need, analyze it how you want, and share it with your teams. Pinpoint your perfect customer from over 250K+ profiling points. Apply question charts to unlock insights into what your audience thinks, feels, and does. Collate data and charts to build your story and share it with your team. Overlay multiple data points for in-depth data analysis. Gain unparalleled insight into consumers with survey data that reflects the views, interests, and behaviors of billions of real people across the globe. We ask consistent survey questions in every region. Zero in for granular insights on local markets or zoom out for a global view. Understand what consumers really think about you and your competitors with insights on all the big names. 201 Ratings Visit Website
About Finout combines Cloud Providers, Data Warehouses, and CDNs into one mega bill, enabling an unparalleled business context view of your cloud spend with no heavy lifting in minutes. Monitor anomalies, view recommendations and forecast cost per growth. While AWS charges you by the instance, you genuinely care about your pod cost. With no-agent integration, utilize your existing Datadog or Prometheus to get a pod-level granularity of your spend in minutes. Forget about absolute cloud cost. See the cost of what you are utilizing and not only what you are paying for. For example, view Kubernetes pods instead of EC2 instances and DynamoDB indexes. Finout can give you one unified language the entire company can talk in, not only DevOps.	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 Companies looking for a Cloud Cost Management solution	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 Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $500 per month Free Version Supported Free Trial Not 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 Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported
Company Information Finout Founded: 2021 Israel www.finout.io	Company Information Harness Founded: 2016 United States harness.io/products/platform/
Alternatives CloudZero	Alternatives Flagsmith
FinOpsly	Cortex
Cloudgov.ai	Massdriver
Vantage	GitLab
Datadog View All	Jellyfish View All
Categories AI Cost Management Supported 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 Amazon Web Services (AWS) Supported Datadog Supported Google Cloud Platform Supported Kubernetes Supported Prometheus Supported ARGO Not Supported Azure Kubernetes Service (AKS) Not Supported BI Book Not Supported Checkmarx Not Supported Databricks Supported DonorDock Not Supported JUnit Not Supported Jira Not Supported Mend.io Not Supported Microsoft Azure Not Supported New Relic Not Supported Platform9 Not Supported Red Hat OpenShift Not Supported Salesforce Supported Snowflake Supported Show More Integrations View All 10 Integrations	Integrations Amazon Web Services (AWS) Supported Datadog Supported Google Cloud Platform Supported Kubernetes Supported Prometheus Supported ARGO Supported Azure Kubernetes Service (AKS) Supported BI Book Supported Checkmarx Supported Databricks Not Supported DonorDock Supported JUnit Supported Jira Supported Mend.io Supported Microsoft Azure Supported New Relic Supported Platform9 Supported Red Hat OpenShift Supported Salesforce Not Supported Snowflake Not Supported Show More Integrations View All 48 Integrations
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