Alternatives to Increment
Compare Increment alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Increment in 2026. Compare features, ratings, user reviews, pricing, and more from Increment competitors and alternatives in order to make an informed decision for your business.
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CloudZero
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. -
2
FinOpsly
FinOpsly
FinOpsly is the Value Control™ platform for Cloud, Data, and AI economics. It helps enterprises move beyond cost visibility to actively control spend and business outcomes through explainable, policy-governed AI automation. Unlike reporting-only FinOps tools, FinOpsly unifies cloud (AWS, Azure, GCP), data (Snowflake, Databricks, BigQuery), and AI costs into a single system of action — enabling teams to plan spend before it happens, automate optimization safely, and prove value in weeks, not quarters. FinOpsly enables enterprises to: Map spend to business value across products, teams, customers, and workloads Explain cost drivers clearly with AI-generated context and root-cause analysis Automate optimization safely using policy-driven, explainable agents Prevent drift and overages before they impact budgets or performance -
3
Capital One Slingshot
Capital One
Capital One Slingshot is a cloud data platform optimization and management solution that helps organizations simplify, optimize, and maximize their use of Snowflake and Databricks by providing enhanced visibility into financial and compute spend, continuous monitoring, dynamic rightsizing, and AI-driven recommendations to reduce waste and inefficiencies while improving performance. It delivers granular dashboards and reports tracking cost, usage, and performance trends, allocates costs to business units with custom tagging, and offers proactive alerts for credit consumption and cost spikes. Slingshot’s recommendation engine analyzes workloads to right-size warehouses, suggests schedule adjustments, and highlights inefficient queries with its Query Advisor to improve SQL performance. It supports automated optimization for Databricks jobs using machine learning models and enables federated management and governance with customizable workflows and controls. -
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Espresso AI
Espresso AI
Espresso AI is a data-warehouse optimization system built to reduce the compute and query costs of platforms like Snowflake and Databricks SQL by deploying machine-learning agents that manage scaling, scheduling, and query rewriting in real time. It layers three core agents; an autoscaling agent that predicts workload spikes and minimizes idle compute, a scheduling agent that routes queries dynamically across clusters to maximize utilization and significantly reduce idle time, and a query agent that rewrites SQL using large language models combined with formal verification to ensure equivalent results while improving efficiency. It offers fast deployment (minutes rather than months) and a pricing model tied to savings, so that if it does not reduce your bill, you don’t pay. By automating hundreds of thousands of optimization decisions per day, Espresso AI provides dramatic cost reductions while enabling engineering teams to focus on value-add features. -
5
Pelanor
Pelanor
Pelanor is an AI-powered FinOps platform designed for the modern cloud, offering deep integration across cloud systems to provide clarity on organizational cloud spending. It enables engineering, finance, and business leaders to make informed decisions with contextual cost data. It offers actionable opportunities by tackling significant cost drivers and quickly addressing cost incidents before they escalate. By correlating cloud spend with business metrics, Pelanor provides a comprehensive understanding of what drives expenses and how to improve them. Its advanced cost allocation capabilities empower ownership across the entire organization, allowing for precise chargebacks. Pelanor's autonomous AI-powered FinOps brings clarity to cloud spending, enabling leaders to make informed decisions. The platform offers full visibility into costs at granular levels, such as query or job levels, with customized anomaly monitors and detailed notifications. -
6
Opsolute
Opsolute
Opsolute is an Infrastructure Cost Intelligence platform that helps Engineering, Platform, and FinOps teams understand not just how much they spend on the cloud, but why. By combining AWS CUR data with live infrastructure metadata across AWS and Kubernetes, Opsolute delivers ownership-aware cost attribution, anomaly detection, root cause analysis, and business context. Key capabilities include: EKS pod & namespace cost attribution S3, NAT Gateway, ELB & RDS optimization insights Data transfer intelligence & dependency-aware recommendations Savings Plans & Reserved Instance analysis Spot migration recommendations & idle resource detection Cost-per-product, tenant & workload visibility Ownership-aware alerts & hierarchical showback Opsolute enables organizations to investigate cloud cost changes faster, prioritize safe optimizations, improve unit economics, and make confident, data-driven cloud decisions.Starting Price: $499/month -
7
Lightwing
Lightwing
Save up to 90% on monthly cloud bills. Lightwing helps you go from sign up to cost optimized in under 60mins. Optimize the compute of all your production resources using AWS Spot instances or Azure Spot instances. Achieve stable and reliable high availability, while still fully benefitting from spot instance pricing. Go from sign up to fully cost-optimized in under 60mins. Use Smart Advisor to bucket your cloud resources based on usage (production or non-production) and nature (state and fault tolerance). Get an immediate estimate on exactly how much you can save on your cloud compute bills using Lightwing. Implement the required cost optimization automation and start saving on your cloud costs instantly. Helping our customers cost-optimize their cloud infrastructure is all we do, all day every day. -
8
CloudAdmin
CloudAdmin.io
Eliminate hidden cloud instance buying costs with CloudAdmin — the cost-optimization platform that helps organizations of all sizes identify areas of overspending in seconds. What happens when you combine 300,000 different available hosting configurations with a team of engineers innovating at lightning speed? Whether you’re an SMB or an enterprise-level company, it’s highly likely your organization is overpaying on cloud costs every month. CloudAdmin works 24/7 on your behalf to uncover opportunities for reducing costs, while maintaining effectiveness as you scale. CloudAdmin works behind the scenes to integrate your account data with our platform using proprietary algorithms. Login to your Cloud Optimization portal, and check out your customized savings recommendations for purchasing reserved instances, eliminating server waste and more. Select the reserved instances you would like to purchase from AWS, before paying directly within your personal portal. -
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CloudBuddi
CloudBuddi
CloudBuddi is an intelligent AWS cost optimization platform that helps organizations gain complete visibility and control over their cloud spending. Built for businesses seeking to scale efficiently, the platform combines cost monitoring, FinOps-driven insights, AI-powered recommendations, and continuous optimization to simplify cloud financial management. CloudBuddi enables teams to understand where cloud budgets are being allocated, uncover cost-saving opportunities, and make informed decisions based on real-time data. With more than 50 automated optimization checks, the platform quickly identifies inefficiencies and provides actionable recommendations within minutes. -
10
StormForge
StormForge
StormForge Optimize Live continuously rightsizes Kubernetes workloads to ensure cloud-native applications are both cost effective and performant while removing developer toil. As a vertical rightsizing solution, Optimize Live is autonomous, tunable, and works seamlessly with the Kubernetes horizontal pod autoscaler (HPA) at enterprise scale. Optimize Live addresses both over- and under-provisioned workloads by analyzing usage data with advanced machine learning to recommend optimal resource requests and limits. Recommendations can be deployed automatically on a flexible schedule, accounting for changes in traffic patterns or application resource requirements, ensuring that workloads are always right-sized, and freeing developers from the toil and cognitive load of infrastructure sizing. Organizations see immediate benefits from the reduction of wasted resources — leading to cost savings of 40-60% along with performance and reliability improvements across the entire estate.Starting Price: Free -
11
Economize
Economize
A personal sidekick by your side to help you generate ridiculously beautiful cost reports, relate your spend to your business metrics. Analyze resource utilization and make informed decisions on resource allocation and cost management. Recommendations to maximize the value for every dollar you pay. Notify you of potential cost savings or when your spending is trending in an unexpected direction, allowing you to take action before costs spiral out of control. Your personal cost-saving concierge, providing tailored suggestions for optimizing your cloud costs. Discover the hidden optimization signals that your cloud provider is missing and cut cloud costs like a pro. Get a detailed breakdown of your estimated cost savings for each recommendation, giving you a clear understanding of the potential impact on your bottom line.Starting Price: $99 per month -
12
CloudWize
CloudWize
With CloudWize, cloud teams can regain visibility and control over their ever-changing cloud environment, creating an optimized, problem-free cloud architecture. Teams can troubleshoot faster, prevent incidents from reoccurring, detect divergence from best practices, optimize cloud related costs and ensure that all security and compliance policies are met. Get alerts on changes with significant cost implications before it’s too late, and enjoy an enhanced ability to avoid budget overruns. Provide your FinOps team with the ability to query and search for misconfigurations that impact costs. Avoid recurring cloud configuration errors. Continuously implement CloudOps & FinOps accumulated knowledge. Analyze your architecture with our advanced multi-service querying capabilities. Use our unique, easy to use graphic language to look for potential cost savings, improve configurations or detect policy breaches to avoid downtime or exposure. -
13
PyraCloud
Software One
PyraCloud provides you with tools to ensure your software estate is continuously cost-optimized and aligned with your business objectives. Digitize your software supply chain, manage contracts and track, control and predict your cloud spend across multiple cloud providers. We've prepared a lot of video clips and content resources for you so you can learn more about managing your IT and cloud estate. Learn from our experts how powerful but easy PyraCloud is and make an appointment today! Streamline procurement processes. View, track and manage all software transactions, orders, invoices and contracts in one platform. Track spend and simplify complex contract management, renewals and global EA True-ups. Gain insights into your current and predicted future spend. Understand business demand, track software usage and govern resources. Identify potential cost savings, improve compliance and enable better security of cloud resources. -
14
Vantage
Vantage
Cost Reports are easy to use dashboards that provide complex reporting and filtering for accrued costs. Set filters to see day-to-day cost trends per service, business unit, tag or account. Chain complex logic to cover any reporting use case. Forecasts have confidence intervals that will adjust every day as your infrastructure changes to help you understand where you will end up. Get notified in Slack, Teams, or by email on a daily, weekly, or monthly basis about costs and trends. Receive alerts for cost anomalies. Autopilot analyzes your EC2 workloads and purchases 3 year, no-upfront reserved instances to save you money. Control which compute categories or regions Autopilot manages. Manage commitment and infrastructure changes with ease.Starting Price: $30 per month -
15
Yotascale
Yotascale
Yotascale delivers dynamic cloud cost management with unmatched business insights, attribution accuracy, and time to value, helping modern SaaS organizations reduce cloud spend by up to 50%. Yotascale is the only solution that makes it easy for distributed teams to take ownership of cloud costs, with 95% accurate, granular cost attribution in their business context, all-in-one support for multi-cloud and containers (including Kubernetes), and actionable recommendations that make optimizing cloud costs simple, efficient, and predictable. - Time to value in days, not weeks - 95 accurate, granular cloud cost attribution - Cloud cost visibility in YOUR business context - Actionable, scenario-based recommendations engineers can trust - All-in-one support for multi-cloud and containers -
16
pganalyze
pganalyze
Deliver consistent database performance and availability through intelligent tuning advisors and continuous database profiling. Drill down into detailed per-query statistics and benefit from insights into your query performance history to detect slow queries. Automatically collect your plans and get detailed insights based on query plans gathered from your database. Understand why a query is slow and get tuning recommendations on how to make the query faster. Identify slowdowns for specific queries over time, I/O vs CPU time spent, and buffer cache hit ratio for each query. Automatically detects missing indexes and recommends single and multi-column indexes that improve query performance across your databases. Provides per-table recommendations for auto vacuum settings to optimize table bloat, freezing, VACUUM performance, and more. Discover effective config settings tailored to your database workload that enable you to achieve consistent Postgres performance and availability.Starting Price: $149 per month -
17
Cloud Cost Pro
Gathr.ai
Introducing Cloud Cost Pro, an industry-leading cloud cost optimization and FinOps solution. With Cloud Cost Pro, you get a 360-degree view of your multi-cloud environment, complete with actionable insights, ML-powered recommendations, and automated actions for streamlined cloud operations. Drive organization-wide improvements, enhance budgeting, and ensure compliance with security and resiliency best practices. Automate assessment of best practices and actions on budget violations and anomalies. Get ML-powered cost forecasts, anomaly detection, and optimization recommendations. Gain end-to-end, granular visibility into your cloud resources to ensure every dollar spent is accounted for. Track multi-cloud costs across different teams and business units easily. Get near real-time actionable insights to optimize cloud costs. With ML-powered anomaly detection, you can shut down any unauthorized, costly resource before costs snowball.Starting Price: Free -
18
Corz Cloud
Corz.io
Corz Cloud Platform simplifies Hybrid Cloud Cost Management with an optimized solution for AWS, Azure, and Google Cloud. Corz Cloud Platform is built for developers and managers. Teams can now directly get granular Cloud costs and Optimization recommendations. With one click, set up automated policies to manage and reduce Cloud expenses. Receive various notifications for cloud billing or usage anomalies. Product owners get a complete view of Cloud spending across the enterprise. Get a granular view of your Cloud spending. Receive alerts when individual teams exceed Cloud spending budgets. Define a set of automated policies across teams. Identify unused resources, setup policies to run in an automated manner. Identify spending of each team across Cloud Providers. Implement show back of Cloud usage costs to individual teams. Shutdown idle resources when not used. Reduce your Cloud Spending by setting up automated shutdown policies.Starting Price: $100 per month -
19
Chaos Genius
Chaos Genius
Chaos Genius is a DataOps Observability platform for Snowflake. Enable Snowflake Observability to reduce Snowflake costs and optimize query performance.Starting Price: $500 per month -
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Uniskai by Profisea Labs
Profisea Labs
Uniskai by Profisea Labs is an AI-driven multi-cloud cost optimization platform designed to help DevOps and FinOps teams gain full control over their cloud spending and reduce costs by up to 75%. It offers an intuitive billing dashboard with detailed cost show-back and future cost predictions, enabling users to monitor and manage expenses across AWS, Azure, and GCP. The platform provides personalized rightsizing recommendations to select the ideal instance size and type aligned with actual workload demands and features a distinctive strategy to transform instances into cost-effective spots, seamlessly managing Spot Instances to minimize downtime through proactive system actions. Uniskai's Waste Manager swiftly identifies unutilized, duplicated, or improperly sized resources and backups, allowing users to eliminate cloud waste with a single click.Starting Price: $10 per month -
21
Keebo
Keebo
If your cloud warehousing spending is going up and your data team is spending hours on data modeling and optimizing queries, or if your users are complaining about slow dashboards, try Keebo data learning! Snowflake is an amazing platform, but also very expensive. Slash your Snowflake costs overnight with Keebo’s fully-automated optimizations. We only charge a % of what we save you. No savings, no charges! Busy with other priorities? To use Keebo, you only need 30 mins start to finish! Set it and forget it. You don’t need to install anything or even grant access to any of your data! Poorly performing queries are the bane of every data team requiring so much time, manual effort, and expertise. Get the performance you need without so much effort. Improve performance everywhere with a platform-independent solution that increases your current data and analytics stack’s ROI. Implement with zero code, zero changes & zero migration. -
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PawSQL
PawSQL
PawSQL integrates the best practices of query optimization in database industry, provides advanced SQL rewrite optimization, and sophisticate index recommendation capabilities for slow queries. Based on the professional PawSQL optimization engine (used by more than 10,000 database practitioners around the world), it provides rich SQL optimization suggestions and intelligent index recommendations. PawSQL provides a comprehensive and balanced audit rule set for multiple databases such as MySQL, PostgreSQL, openGauss, Oracle, etc., providing enterprises with a consistent audit experience no matter how diverse their database environment is. Rule-based SQL review, covering potential correctness and performance optimization issues. Rich rewrite optimization, recommending semantically equivalent but more efficient SQL queries. Cost-based verification ensures that new solutions based on SQL rewrite and index recommendation have better performance. Intelligent index recommendation. -
23
ProsperOps
ProsperOps
ProsperOps is a fully automated, multi-cloud cost optimization platform for AWS, Azure, and Google Cloud. Eliminating cloud waste and managing spend is one of the most persistent challenges for FinOps teams. Cloud usage is inherently elastic, but the financial instruments used to manage cost like Reserved Instances, Savings Plans, and Committed Use Discounts are rigid. ProsperOps bridges this gap by integrating automated rate optimization with intelligent workload optimization, allowing organizations to continuously align cost with usage without manual oversight. Founded in 2018, ProsperOps helps FinOps and engineering teams reduce costs, mitigate financial risk, and eliminate the operational burden of cloud cost management. The platform is governed by customer-defined controls and operates autonomously in the background to execute thousands of real-time optimizations that respond to evolving usage patterns, architectural changes, and business demands. -
24
Binadox
Binadox
Control your costs and reduce the risk of overspending across all your clouds with a single, unified view. No matter the size and complexity of your Cloud Infrastructure. Improve the return on your cloud investment with intelligent recommendations and the industry’s best practices tailored to your business. Take advantage of smart rightsizing recommendations to ensure the most cost-effective resources utilization. Discover your consumption patterns and invest in reserved instances to get volume discounts and maximize savings. Automate your cloud policy management to control costs, optimize performance, and achieve continuous cost optimization. Drive cost accountability to resources consumers by creating custom policies and applying automated actions. -
25
Microsoft Copilot in Azure
Microsoft
Microsoft Copilot in Azure is an AI-powered assistant that helps users simplify operations, optimize resources, and streamline cloud management across Azure environments. Integrated deeply within the Azure ecosystem, it assists in designing, operating, and troubleshooting workloads through natural language interaction. Copilot automatically recommends service configurations, cost optimizations, and security improvements based on your organization’s policies and environment. It enables users to orchestrate data across Azure services, summarize issues, and suggest actionable solutions in real time. Backed by Microsoft’s enterprise-grade infrastructure, it ensures compliance with over 100 certifications and unmatched security supported by 34,000 security engineers. Copilot in Azure empowers teams to manage their entire cloud lifecycle—from design to optimization—more efficiently and intelligently. -
26
CloudNudge
CloudNudge
CloudNudge is a cloud cost optimization SaaS for all major cloud service providers like AWS, Google Cloud, Oracle Cloud and Azure. Features of CloudNudge 1. Recommendations to save costs on cloud VMs/instances 2. Cross cloud/architecture recommendations 3. Anomaly detection and alertsStarting Price: $99/month -
27
HPE Consumption Analytics
Hewlett Packard Enterprise
The HPE Consumption Analytics Portal is now the metering and analytics component of HPE GreenLake, the consumption-based IT offering from HPE Pointnext Services that gives you the agility and economics of the public cloud in your own data center. Get granular visibility into your usage and costs with interactive dashboards and a drag-and-drop report experience. Stay on top of IT spending with flexible budgets and a rules-based recommendation engine for consumption-based services. Forecast demand to prevent a shortage from becoming an outage with decision-making power to plan your capacity. he HPE Consumption Analytics Portal is part of HPE GreenLake, delivering even more transparency into how your usage and commitments determine your monthly cost. Get more decision-making power to plan your capacity for best workload performance. -
28
Densify
Densify
Densify provides Advanced Cloud & Container Resource Management Platform that leverages machine-learning to make cloud & container workloads self-aware of their precise resource requirements, and fully automates the resource management process. With Densify, CloudOps ensure apps continuously get the optimal resources they need at the lowest possible spend. No software downloads, no implementation, no training—just outcomes. A full service, “9.5/10, spectacular”, product —ZDnet. Optimization is impossible without meticulously-accurate analytics that produce actions your application owners will trust and allow. Policy and transparency that unify Finance, Engineering, Operations, and application owners to drive continuous cost optimization. Connects with your ecosystem to feed the processes and systems required to confidently optimize. -
29
IBM Cloudability
IBM
IBM Targetprocess (formerly Apptio Cloudability). Establish team budgets and accurately forecast and track cloud spend. Correlate cloud spend to business value to make cloud investment decisions with confidence. Stay informed of costs and act on anomalies and rightsizing opportunities by team, service, or project. Accurately allocate all costs, including containers and support charges, to ensure a full chargeback of cloud costs to the business. Leverage rightsizing capabilities across major cloud services to reduce operating expenses and fund future investments. Enable team ownership of cloud spend and correlate this spend to business value for more effective strategic decision-making. Develop a comprehensive cloud optimization strategy geared for immediate cost savings. Included are a set of optimization recommendations aligned with the business while starting to enable accountability across the org. -
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Umbrella
Umbrella
Umbrella is an AI-powered cloud financial management platform that gives organizations unified transparency and control over multi-cloud, Kubernetes, and SaaS spend, helping teams detect waste, forecast budgets, and optimize costs with actionable insights rather than manual spreadsheets. It ingests and correlates cloud and usage data to visualize cost patterns, align spending with KPIs, and track savings trends while offering intelligent anomaly detection that flags unusual cost spikes and real-time alerts so teams can act before overruns occur. It includes accurate forecasting and budgeting capabilities that support strategic planning, automated recommendations to eliminate unnecessary spend, and multi-tenant management suited for MSPs and large enterprises. Features also span a cloud pricing comparison tool that evaluates costs across AWS, Azure, and GCP, a savings tracker to monitor implemented optimization actions, and natural-language CostGPT. -
31
CostVisualizer
NTT DOCOMO
CostVisualizer is AWS's "specialized cost analysis tool" that makes it easy to visualize and analyze information about cloud costs and usage status. We visualize the operating cost structure and provide a wide range of services from RI introduction to security improvement and accounting support. Reserved Instances can save up to 75% compared to on-demand hourly rates by reserving computer capacity. CostVisualizer helps you reduce AWS costs by visualizing RI recommendations for individual accounts, the usage status of purchased RIs, and cost reduction effects. By monitoring costs in real time, you can visualize the difficult-to-understand cost structure of AWS. In addition, we respond to detailed concerns of each company, and also support detailed accounting management such as RI cost reallocation and consumption tax allocation for each project. -
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PointFive
PointFive
Reveal hidden cloud waste and drive continuous cost efficiency across your entire infrastructure. Equip your team with actionable analytics and encourage their commitment to continuous cost optimization. PointFive reaches further into your cloud architecture to find novel savings opportunities. Insights in the context of your business give you the full picture at a glance, and step-by-step remediation workflows make implementation a snap. Provide stakeholders with tailored views and build a culture of shared accountability across your FinOps and engineering teams. Our research team continuously enhances our detection algorithms, enabling them to generate novel recommendations that enhance cost efficiency and performance. Continuous resource scanning detects issues before they drain your budget. Mine your complete cloud architecture and k8s environments for untapped savings. Expansive coverage ensures your team optimizes across all your resources and services. -
33
Pepperdata
Pepperdata, Inc.
Pepperdata autonomous cost optimization for data-intensive workloads such as Apache Spark is the only solution that delivers 30-47% greater cost savings continuously and in real time with no application changes or manual tuning. Deployed on over 20,000+ clusters, Pepperdata Capacity Optimizer provides resource optimization and full-stack observability in some of the largest and most complex environments in the world, enabling customers to run Spark on 30% less infrastructure on average. In the last decade, Pepperdata has helped top enterprises such as Citibank, Autodesk, Royal Bank of Canada, members of the Fortune 10, and mid-sized companies save over $250 million. -
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AWS Compute Optimizer
Amazon
AWS Compute Optimizer is a service that provides tailored recommendations to optimize the performance and cost of your AWS resources. By analyzing your usage patterns, it helps you identify opportunities to rightsize your infrastructure, resolve performance issues, and clean up unused resources. Compute Optimizer also offers customizable rightsizing recommendations and helps streamline the migration to AWS Graviton CPUs. With insights into idle resource usage and licensing optimization, the service assists in increasing savings and improving operational efficiency. -
35
Mastek Lightbeam
Mastek
Mastek Lightbeam is an AI-driven workload optimization solution for Snowflake Data Cloud that maximizes efficiency, minimizes costs, and accelerates performance by 2×–5× through real-time, in-place analytics, without ever storing your data. It features a query analyzer and advanced query optimizer to pinpoint and remediate expensive or underperforming queries, unified spend-control dashboards to monitor usage and avoid cost overruns, and usage & billing forecasting to project budgets accurately. Built-in generative AI insights & recommendations and predefined scenarios deliver immediate, actionable guidance, while a free trial (including a SaaS license, query analyzer, advanced optimizer, and one super admin) lets teams validate value on live workloads. Custom plans add tailored deployments, increased user/admin limits, and bespoke features. -
36
Azure Costs
app.limit
IT cloud cost optimization isn't just about cutting costs, it's about spending more on the right resources to maximize values. Start right now with azure costs. Identify unnecessary spendings and underutilized resources to save up to 25% of your current monthly Azure spendings, without losing service quality and availability. Keep all your cloud-based services fully structured and compliant to your existing regulations and audit requirements. Optimize your spending with trend analytics, resource tagging and spending breakdowns. Govern your finances with reporting for operations, finance and management. Identify and understand cost drivers and spikes with customizable dashboards, mail reports and alerts.Starting Price: $29 per month -
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CloudAvocado
CloudAvocado
CloudAvocado is an AWS workload and cost management platform that eliminates idle spend with smart scheduling and continuous rightsizing guidance. Teams use CloudAvocado to automate non working hours behavior, rightsize Auto Scaling groups (ASGs) and container clusters, and visualize utilization and savings across accounts, tags, and regions. Create schedules to start/stop or scale resources across EC2, RDS (where supported by AWS), ECS, EKS, SageMaker, MongoDB Atlas . Apply schedules globally with tags or locally to specific resources and teams. Operate from a single console: start, stop resources, assign tags, apply schedules, and manage ownership so dev, test, QA, analytics, and ML environments stopped when no one is using them. Scale ECS, EKS services and node groups to zero non working hours Optimization where it matters Use Cloud Health to assess ownership, tagging, and scheduling coverage, and to surface recommendations for resources.Starting Price: $49 -
38
Koritsu AI
Koritsu AI
Koritsu is a cloud cost optimization platform that combines FinOps expertise with AI to help organizations reduce unnecessary cloud spending across providers such as AWS, Azure, and Google Cloud. It is designed to give companies full visibility into their infrastructure costs, identifying inefficiencies such as overprovisioned resources, idle services, and misconfigured environments that often lead to significant financial waste. It analyzes cloud usage patterns and delivers actionable recommendations through automated insights, enabling teams to optimize their environments without impacting application performance or security. It operates through a structured optimization cycle, where AI agents and cloud experts evaluate costs, prioritize high-impact savings opportunities, and implement quick wins that can deliver measurable results in a short time frame.Starting Price: Free -
39
CloudYali
CloudYali
CloudYali helps businesses manage their cloud expenses on Amazon Web Services (AWS) and Google Cloud Platform (GCP). Designed for cloud engineers, finance teams, and platform teams, its cost visibility platform offers a clear view into resource usage and automates cost optimization to save time and money. With daily and monthly email reports, CloudYali makes it easy to track spending trends and uncover actionable insights. Granular cost breakdowns—customizable by team, project, or custom criteria—promote transparency and accountability, ensuring teams have the data they need to make smarter, faster decisions. CloudYali is your partner in turning cloud cost complexity into clarity, enabling smarter decisions, and maximizing value from your cloud investments.Starting Price: $50 -
40
CloudForecast
CloudForecast
Surprised by your monthly AWS bill? CloudForecast is an AWS cost management and billing tool that helps engineering teams monitor and eliminate wasted spend without spending significant time & resources. Our clear & concise reports help you take control of your monthly AWS cost by helping you answer specific questions and drive action where needed. We help your team react quickly to cost anomalies and discover underutilized & idle resources that can otherwise sit there until your invoice arrives. Our well-designed and thoughtful email and Slack cost reports take less than 30s to understand, so you can focus on technical priorities. There is no "fluff" with our features and AWS cost reports. We make it easy to understand in plain english your daily, monthly and weekly spend. Our reports are focused and to the point to help engineering team save time and money. Engineering teams do not need an overcomplicated dashboard or app to manage AWS cost.Starting Price: $99 per month -
41
Elastigroup
Spot by NetApp
Provision, manage and scale compute infrastructure on any cloud. Save up to 80% on your costs while ensuring SLA and high-availability. Elastigroup is a cluster software, designed to optimize performance and costs. It enables companies of all sizes and verticals to reliably leverage Cloud Excess Capacity to optimize and accelerate workloads and save up to 90% on infrastructure compute costs. Elastigroup makes use of proprietary price prediction technology to deploy reliably onto Spot Instances. By predicting interruptions and fluctuations Elastigroup is able to offensively rebalance clusters to prevent interruption. Elastigroup reliably leverages excess capacity across all major cloud providers such as EC2 Spot Instances (AWS), Low-priority VMs (Microsoft Azure) and Preemptible VMs (Google Cloud), while removing risk and complexity, providing simple orchestration and management at scale. -
42
Hyperglance
Hyperglance
The cloud management platform you’ll wish you’d found sooner. Visualize inventory. Reduce costs. Monitor compliance. Automate remediation. Trusted by engineers, architects, security, and FinOps teams in the world's largest private & public sector organizations. REDUCE COSTS BY 30%: Take FinOps to the next level with best-in-class cost optimization, analysis and forecasting tools that typically deliver sustained cost savings of 25-30%. VISUALIZE & OPTIMIZE: Explore powerful interactive diagrams, and search or export your aggregated inventory. Utilize 200+ customizable rules, alerts, and automations. AGENTLESS & SECURE: Self-hosted on your VM, mitigating the security concerns associated with a traditional SaaS solution. A compliance-friendly solution with no credential sharing. Start optimizing your cloud today.Starting Price: From $1,458/month -
43
Grumatic
Grumatic
The Grumatic approach to saving AWS costs. One-Click. That’s all it takes to implement action items to optimize your costs. Hands-off cloud cost-saving in its simplest form. Each cloud is different. Customized monitoring options with real-time alerts. Know how you spend to take control of your costs. Cloud cost optimization isn’t rocket science, it’s artificial intelligence. Let our A.I. engine tell you where and how to save. Never be blindsided with a surprise invoice. Grumatic Anomaly Detection engine, powered by artificial intelligence, monitors your cloud in real-time, for each service. Get notified as soon as an anomaly pops up, so you can take action immediately. Biggest savings from the best practices. Grumatic boasts the largest best practice library, more than 80+ use cases from real products. Simply click on the recommended action items to make changes to your cloud, and instantly start saving.Starting Price: $49 per month -
44
Granulate
Granulate
Optimize your workloads for improved performance, lower costs and reduced response times - with no code changes needed In as little as one week, Granulate will boost your app’s performance by adapting OS resource management to your individual workloads. Whether you’re using on-prem, hybrid or cloud, Granulate’s real-time and continuous optimization solutions will provide impactful results. By incorporating Granulate, customers can now: - Save up to 63% on cloud infrastructure costs - Increase throughput by an average of 41% - Reduce job completion time by 36% on average - Improve response time by an average of 38% Enterprises of all kinds are already using Granulate to make their cloud infrastructure more efficient, from industries like e-commerce, media, advertising, travel, cybersecurity, and more. Most importantly, Granulate is simple to deploy and offers a “set it and forget it” user experience. With Granulate you get results effortlessly with no R&D efforts.Starting Price: $0.0045 per core per hour -
45
Bluesky
Bluesky
Bluesky’s patent-pending technology analyzes how you use Snowflake to provide an accurate breakdown on individual query costs. See how much every user and team is spending. Bluesky groups queries that are structurally similar, using our advanced knowledge of real-world workloads. Quickly find the most expensive workload slices and prioritize your optimization efforts. Get proactive alerts of anomalies or exceptions that really matter. Take action quickly without drowning in noise. Bluesky provides tuning recommendations prioritized by the impact on your environment. Our projected cost savings and query performance improvements are based on how you actually use data, not a theoretical environment that doesn’t exist. Automatically block low-value but expensive queries like data pipelines that keep failing. Configurable blocking rules keep you innovating without overspending. Experiment, tune, and debug with confidence, with a full blocking audit trail, of course! -
46
CAST AI
CAST AI
CAST AI is an automated Kubernetes cost monitoring, optimization and security platform for your EKS, AKS and GKE clusters. The company’s platform goes beyond monitoring clusters and making recommendations; it utilizes advanced machine learning algorithms to analyze and automatically optimize clusters, saving customers 50% or more on their cloud spend, and improving performance and reliability to boost DevOps and engineering productivity.Starting Price: $200 per month -
47
Cloud Custodian
Cloud Custodian
Cloud Custodian enables you to manage your cloud resources by filtering, tagging, and then applying actions to them. The YAML DSL allows the definition of rules to enable well-managed cloud infrastructure that's both secure and cost-optimized. Replace ad-hoc cloud-specific scripts with simpler syntax, and Cloud Custodian will apply those policies to your infrastructure. Custodian supports managing AWS, Azure, and GCP public cloud environments with Kubernetes, Tencent Cloud, and OpenStack support in beta. Custodian can actively enforce security policies by natively integrating with the cloud provider's control plan and remediating in real-time. Includes unified metrics and reporting. Set up off-hours to save money by turning off resources when they're not being used. Garbage collects unused resources by looking into utilization metrics. Easily tag and reap unused resources. Custodian can be run locally, on an instance, or serverless in AWS Lambda.Starting Price: Free -
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Costimize
Costimize
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. -
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LakeSentry
Dark Lake
LakeSentry is cost monitoring and optimization software for teams running Databricks. It connects to your Databricks environment and automatically attributes spend across workspaces, jobs, SQL warehouses, and users, so platform and FinOps teams see exactly where every dollar goes without manual investigation. Beyond visibility, LakeSentry continuously detects cost anomalies and idle waste, and applies optimization actions through a safe, progressive workflow — shadow mode (recommendations only), then manual approval, then optional fully automated execution. Delivered as SaaS with a free tier; paid plans are flat monthly, with no per-DBU surcharge and no per-workspace fees. Feature list: - Automatic cost attribution across workspaces, jobs, SQL warehouses, users - Real-time anomaly and idle-waste detection - Progressive optimization: shadow → manual → autopilot - Databricks-native: Unity Catalog usage and cluster lifecycle aware - Flat pricing, unlimited workspacesStarting Price: $250/month -
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AWS Cost Explorer
Amazon
AWS Cost Explorer has an easy-to-use interface that lets you visualize, understand, and manage your AWS costs and usage over time. Get started quickly by creating custom reports that analyze cost and usage data. Analyze your data at a high level (for example, total costs and usage across all accounts) or dive deeper into your cost and usage data to identify trends, pinpoint cost drivers, and detect anomalies. A set of default reports are included to help you quickly gain insight into your cost drivers and usage trends. Set a custom time period, and determine whether you would like to view your data at a monthly or daily level of granularity. Dig deeper into your data by taking advantage of filtering and grouping functionality, using a variety of available dimensions. Use forecasting to get a better idea of your what your costs and usage may look like in the future, so that you can plan ahead.
