Alternatives to Ternary
Compare Ternary alternatives for your business or organization using the curated list below. SourceForge ranks the best alternatives to Ternary in 2026. Compare features, ratings, user reviews, pricing, and more from Ternary 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
Cycloid
Cycloid
Cycloid is the unified Internal Developer Portal and Platform, made for platform engineering done right. Accelerate your platform engineering adoption from years to weeks, optimize the developer experience and operational efficiency by accelerating the delivery of a developer portal and platform, lighten the cognitive load on IT teams, and advocate for FinOps & Green IT practices. With a GitOps first approach, Cycloid is the single source of truth for your organization. Sovereign by design, we help you take control of your cloud choices and data, ensuring security, compliance, flexibility, and freedom from vendor lock-in at every step. And with GreenIT practices at our core, you'll build an efficient, responsible, and future-proof reality. We are the editor of OSS projects TerraCognita: reverse Terraform; InfraMap: infra diagram; and Terracost: cost estimation. We work with global organizations, US and European public institutions and 6 of the top 10 SI service providers.Starting Price: $32 -
4
Sedai
Sedai
Sedai is an autonomous cloud management platform powered by AI/ML delivering continuous optimization for cloud operations teams to maximize cloud cost savings, performance and availability at scale. Sedai enables teams to shift from static rules and threshold-based automation to modern ML-based autonomous operations. Using Sedai, organizations can reduce cloud cost by up to 50%, improve performance by up to 75%, reduce failed customer interactions (FCIs) by 75% and multiply SRE productivity by up to 6X for their modern applications. Sedai can perform work equivalent to a team of cloud engineers working behind the scenes to optimize resources and remediate issues, so organizations can focus on innovation.Starting Price: $10 per month -
5
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 -
6
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. -
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CloudKeeper
CloudKeeper
Instant & guaranteed cloud savings of up to 25% on the entire bill. We offer a comprehensive suite of FinOps and cloud cost optimization solutions tailored to meet the unique needs of different customer segments. CloudKeeper stands out in the fragmented FinOps providers’ space with its expertise in automatic RI management, cost analytics platform, and managed services & resellers. The ISG Research also states that CloudKeeper has proven capabilities and scale in providing FinOps solutions using a combination of platform and cost optimization services. With us, you gain access to 100+ seasoned Cloud FinOps experts, all dedicated to helping you adopt the best practices in FinOps. -
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HCL MyXalytics FinOps
HCLSoftware
HCL MyXalytics FinOps, a part of Intelligent Full Stack Observability offering under HCLSoftware AI & Intelligent Operations framework. It is is an Al-driven Cloud FinOps Visibility and Insights product that delivers intelligent insights to help you effectively visualize, manage, and optimize your multi-cloud spending, improve governance, and strengthen your multi-cloud security posture. With MyXalytics FinOps, you can customize your visibility for effective governance and configure policies that help application and business owners avoid cost overruns, compliance, and security vulnerabilities. Further, it also offers effective task allocation and tracking mechanisms to assign the identified issues to concerned teams and track the entire lifecycle until resolution. -
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Costimizer
Costimizer
Costimizer is an Agentic FinOps platform designed to simplify and optimize multi-cloud cost management. With real-time visibility, automation, and AI-driven insights, the platform empowers enterprises and system integrators to reduce waste, improve governance, and scale operations securely and efficiently. Our mission is to build a transparent, autonomous FinOps ecosystem where CXOs, finance teams, and DevOps can make proactive, data-backed decisions. Our vision is to help businesses save smarter, operate faster, and focus on innovation — not cost firefighting. -
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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. -
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Spot’s Cost Intelligence is a cloud cost-management solution designed to centralize visibility, optimize spend, and drive actionable FinOps in multi-cloud environments. It consolidates cost and usage data across AWS, Azure, and Google Cloud into role-specific dashboards and interactive visualizations, enabling stakeholders to understand resource consumption, spot anomalies, and make data-driven decisions. It uses best-practice checks and alerts to highlight inefficiencies or waste, enabling quick remediation. The platform supports workflow automation, allowing you to set triggers, generate custom reports, and alert teams when certain cost or usage thresholds are breached. It also enables translating raw cost and inventory data into meaningful business metrics, such as compute cost per customer or storage cost per product. By combining Cost Intelligence with Spot’s Billing Engine, Eco, and Ocean modules, users can operationalize FinOps practices, align stakeholders, and more.
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12
Bonsai Image
PrismML
Bonsai Image Ternary 4B MLX 2-bit is a ternary-weight text-to-image diffusion transformer deployment for Apple Silicon. It is built as a quality-oriented Bonsai Image variant, using ternary {−1, 0, +1} transformer weights with FP16 group-wise scaling in the matrix-heavy transformer layers, including Q/K/V projections, output projections, and MLP weights. The model reduces the FLUX.2 Klein 4B transformer from 7.75 GB FP16 to a 1.21 GB Bonsai Image transformer, a 6.4× smaller footprint, while keeping visual quality and prompt fidelity close to the original model. The Apple Silicon deployment payload is 3.88 GB, including the MLX 2-bit diffusion transformer, a 4-bit Qwen3-4B text encoder, and an FP16 Flux2 VAE. After prompt encoding, the text encoder is offloaded, so the denoising loop only keeps the compact transformer and VAE resident. The model uses a 4-step FlowMatchEuler sampler with guidance 1.0 and shift 3.0, with no CFG and no negative prompts required. -
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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 -
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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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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. -
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North.Cloud
North.Cloud
North.Cloud is your all-in-one, AI-powered cloud finance automation platform. North.Cloud enables group buying of monthly flexible Compute Savings Plans, helping you reduce AWS costs by up to 50% and increase business agility. Our FinOps Command and Control center offers Cost Alerting, Chargeback, Allocation, GreenOps, and Instance Reshaping, all designed to optimize your cloud financial management and efficiency. No term commits, contracts, or tech work required. -
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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 -
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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. -
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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 -
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Ternary
Asset Entities Inc.
Ternary integrates your website, payment processor, and Discord to create a seamless “ternary” connection. We’ve shortened and simplified the entire integration process! You can now easily sell memberships directly on your website, immediately collect payments through Stripe (can payout daily!), and securely authenticate them into Discord all in a matter of seconds! Our platform is clean and user-friendly allowing you to make quick changes through clicks and not code! Configure everything from the products on your website to permissions and roles within Discord when a user enters. The tools are now in your hands! Our sophisticated Discord Bot is another employee handling all the manual work for you, giving you back time to focus on growing your community! It will authenticate a new user into your private server, assign a customizable permission set, and remove that user instantly when their subscription expires!Starting Price: $50 per month -
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Flexera One
Flexera
Flexera One is a SaaS platform designed to optimize IT spend, compliance, and risk management across complex hybrid IT environments. It unifies visibility and control of hardware, software, SaaS, and cloud assets, leveraging data from the Technology Intelligence Platform and Technopedia®. By delivering actionable insights, Flexera One helps organizations reduce costs, improve security, and meet sustainability goals. It strengthens vendor negotiations through intelligent analytics and ensures compliance with regulatory requirements. The platform supports IT asset management, SaaS management, FinOps, and cloud cost optimization in a single solution. Flexera One empowers businesses to drive AI-powered digital transformation and operational efficiency. -
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Bonsai 27B
PrismML
Bonsai 27B is the new multimodal flagship of the Bonsai family and the first 27B-class model to run on a phone. Based on Qwen3.6 27B, it brings a new capability tier to local devices: multi-step reasoning, structured tool calls, vision tasks, and computer-use agentic loops that stay coherent across many steps. Bonsai 27B comes in two variants. Ternary Bonsai 27B uses ternary weights with FP16 group-wise scaling, giving 1.71 effective bits per weight and a 5.9 GB footprint for the quality-oriented laptop-class version. 1-bit Bonsai 27B uses binary weights with the same group-wise scaling, giving 1.125 effective bits per weight and a 3.9 GB footprint that fits within the memory budget of an iPhone 17 Pro. Both variants run end-to-end across the language network, embeddings, attention, MLPs, and LM head with no higher-precision escape hatches. They are multimodal, with a compact 4-bit vision tower, so on-device workflows can understand screenshots, documents, and camera input. -
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Amnic
Amnic
Amnic is a FinOps tool powered by context-aware AI agents that helps organizations gain clarity and control over their cloud spending. It automates cloud cost management by deploying role-specific agents that analyze usage, detect anomalies, and generate insights tailored to different stakeholders. Through its cloud cost observability capabilities, Amnic enables teams to visualize, analyze, and optimize infrastructure expenses, turning complex cloud bills into actionable intelligence. It provides fast cloud financial health checks, natural-language insights, and automated reporting that reduce the manual effort typically required for FinOps workflows. Built-in governance tools monitor budget drift, enforce tagging hygiene, and assign ownership, helping organizations maintain accountability across engineering and finance teams. -
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Spot by NetApp
NetApp
Spot by NetApp is a suite of cloud operations solutions designed to optimize and automate cloud infrastructure, ensuring applications receive continuously optimized resources that balance performance, availability, and cost. By leveraging advanced analytics and machine learning, Spot enables organizations to achieve up to 90% cost reduction on cloud compute expenses by dynamically utilizing a mix of spot, reserved, and on-demand instances. The platform offers comprehensive tools for cloud financial management (FinOps), Kubernetes infrastructure optimization, and cloud commitment management, providing full visibility into cloud environments and automating operations for maximum efficiency. With Spot by NetApp, businesses can accelerate their cloud adoption, improve operational agility, and maintain robust security across multi-cloud and hybrid environments. -
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AI SpendOps
AI SpendOps
We give engineering, finance, and FinOps teams a single platform to track, attribute, and optimise LLM API spend across every provider. Costs are broken down by dimensions you define, matching how your business already reports its financials. Engineering teams get frictionless cost tracking without slowing anything down. CTOs get a single pane of glass to enforce model governance and prevent shadow usage. CFOs get finance-grade reporting for forecasting, budgeting, and chargebacks, attributed using their own reporting structure. FinOps teams get real-time, multi-provider cost data that slots straight into the workflows they already run for cloud. If your organisation uses LLM APIs and the board is asking "what are we spending and why?" we're the answer.Starting Price: £29 -
26
OpenOps
OpenOps
OpenOps is a no-code, open-source cloud automation platform built to simplify FinOps, governance, and remediation across multi-cloud environments. It allows organizations to automate cloud cost management without choosing between rigid off-the-shelf tools or complex custom-built solutions. OpenOps provides pre-packaged, best-practice workflows that can be customized or extended using a no-code builder. Teams can design automations with conditional logic, approvals, scheduling, and thresholds while keeping humans in the loop. The platform integrates deeply with cloud providers, cost visibility tools, DevOps platforms, and communication systems. OpenOps helps organizations avoid vendor lock-in by supporting multi-cloud strategies and existing tooling. Security, transparency, and granular control are central to its design.Starting Price: $2000/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 -
28
nOps
nOps.io
FinOps on nOps We only charge for what we save. ✓Continuous Cloud waste reduction ✓Continuous Container cluster optimization ✓Continuous RI management to save up to 40% over on-demand resources ✓Spot Orchestrator to reduce cost over on-demand resources Most organizations don’t have the resources to focus on reducing cloud spend. nOps is your ML-powered FinOps team. nOps reduces cloud waste, helps you run workloads on spot instances, automatically manages reservations, and helps optimize your containers. Everything is automated and data-driven.Starting Price: $99 per month -
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Wiv
Wiv
Wiv.ai is an intelligent FinOps automation platform that helps organizations streamline and optimize cloud financial operations by combining AI-powered workflow automation, case management, real-time dashboards, and customizable automation templates into a unified workspace designed to cut costs and enforce governance. It integrates data from multiple cloud providers and presents it in structured dashboards while enabling users to build and automate cloud cost optimization workflows with a visual drag-and-drop interface and pre-built templates without coding. Wiv.ai’s intelligent system supports natural language task creation and context-aware AI assistants that translate plain English requests into executable automation, turning insights into automated actions that reduce manual effort and operational risk. It includes a powerful workflow engine with conditional logic, version control, parallel execution, and advanced error handling to efficiently process alerts and cost cases. -
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CloudThrottle
CloudThrottle
CloudThrottle was founded by a team of experienced Cloud Architects specializing in federal cloud integration and reselling. Our journey began with building Federal Cloud Infrastructure, deepening our expertise in cloud compliance and management. This led to the development of the CloudThrottle Framework, designed to manage cloud resources within strict budgets. Our per-account pricing model ensures precise cost control, making it ideal for dynamic development and testing environments. We provide budget monitoring, burn-rate tracking, and efficient resource management. Our solutions are available in SaaS-based and self-hosted options, ensuring data security and customization to meet your needs. Our proven budget management workflows enable teams to apply FinOps best practices, making cloud spending measurable, controlled, and predictable. Designed for startups and enterprises, our solutions drive operational efficiency and sustainable growth. -
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Cloudgov.ai
Cloudgov.ai
Cloudgov.ai is an agentic AI FinOps platform for continuous cost and policy governance across cloud, multicloud, data, container, and AI environments. It brings AWS, Azure, Google Cloud, Oracle Cloud, Snowflake, Databricks, Kubernetes, OpenAI, Anthropic, and Gemini into one control plane, giving teams a live view of cost, allocation, policy, and risk. Continuous Multicloud Observability connects accounts, analyzes historical spending, filters costs by region, account, and service, and forecasts future spend from history. AI-driven insights identify waste and optimization opportunities, while anomaly detection highlights unexpected spending surges and their financial impact. Ready-to-use Infrastructure as Code remediation snippets help engineering teams apply recommended changes, and Jira integration turns insights and anomalies into assignable work. -
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Turn it Off
Turn it Off
Turn it Off is a low barrier, light-touch FinOps platform designed to help you instantly reduce cloud costs and carbon emissions. With Turn it Off you can easily 'turn off' any non-production cloud environments and resources when they’re not in use. Some of the main features are: - Intelligent latency detection: automatically turn off unused non-production environments and resources, so there’s minimal need for manual intervention. - Empowering Business Users: we put control in the hands of non-technical users, making cloud management easy for everyone—not just IT professionals. - Real-Time Dashboards: our live dashboards give full transparency into cloud costs and carbon savings, supporting your sustainability goals. - Cloud Agnostic: whether you’re using AWS, Azure, or GCP, Turn it Off integrates seamlessly across different providers. And what’s more, you can group by application to minimize overhead. -
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trueno
trueno
trueno is an AWS cloud intelligence platform that helps engineering, DevOps, FinOps, and security teams monitor cloud environments using a read-only IAM role. It continuously analyzes AWS accounts for security risks, identity issues, cloud misconfigurations, public exposure, compliance gaps, and unnecessary cloud spending without deploying agents or requiring write permissions. The platform combines security monitoring, cloud cost optimization, compliance visibility, infrastructure inventory, and operational insights into a single dashboard. Teams can prioritize findings, automate reporting, monitor multiple AWS accounts, and gain actionable recommendations to improve security posture while reducing cloud costs.Starting Price: $39/month/user -
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Unravel
Unravel Data
Unravel is an AI-native data observability platform designed to help modern enterprises detect, resolve, and prevent data issues at scale. It uses intelligent, automated agents that work alongside data teams to surface insights, guide decisions, and reduce operational toil. Unravel brings data observability and FinOps together, enabling organizations to improve performance, ensure reliability, and optimize cloud data spending. The platform provides end-to-end visibility across pipelines, workloads, and infrastructure. With agent-driven actionability™, Unravel can take action on behalf of teams, integrate directly with existing tools, or recommend next-best actions. It supports major data platforms including Databricks, Snowflake, and Google Cloud BigQuery. By combining automation with human control, Unravel transforms data observability into a collaborative, always-on partner. -
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FinOps LLM
FinOps LLM
FinOps LLM is an AI cost management and LLM observability platform for engineering teams running production GenAI. It makes token spend visible across OpenAI, Anthropic, Amazon Bedrock, Google Gemini, Azure, Groq, and other providers and reconciles internal usage data against provider invoices. Token-level costs can be filtered by provider, model, feature, team, customer, environment, and custom dimensions, giving every dollar a clear owner. Attribution and chargeback tools map usage to product surfaces and customer cohorts, support showback, and export data to NetSuite, QuickBooks, CSV, or APIs. Real-time anomaly detection monitors spend, latency, and quality against rolling feature baselines, sending alerts through Slack, PagerDuty, email, or webhooks when behavior changes. Optional budget enforcement and auto-throttling can stop runaway agents, retries, or model shifts before they become expensive.Starting Price: $1,500 per month -
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Mavvrik
Mavvrik
Mavvrik is an AI and hybrid infrastructure cost management platform that gives finance, FinOps, IT, and engineering teams one control center for GenAI, autonomous agents, GPUs, cloud, on-premises systems, Kubernetes, data platforms, and SaaS. It unifies cost, usage, and telemetry signals from AWS, Azure, Google Cloud, Oracle, VMware, NVIDIA, OpenAI, Anthropic, Gemini, Snowflake, Databricks, and LiteLLM, creating a single source of truth across the technology stack. Teams can track every model call, agent interaction, GPU hour, workload, service, and resource, then allocate spending by customer, product, feature, project, application, environment, team, or cost center. Cost-to-serve and unit-economics analysis reveal margin drains, expensive workloads, and the true cost of delivering each offering. Real-time anomaly detection and alerts identify usage before it becomes a budget surprise, while predictive forecasting helps organizations model cloud, GPU, and AI expenses. -
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Sparx
Sparx
Uncover up to 60% savings with Sparx’s intelligence platform. Elevate your FinOps strategy with unmatched savings, refreshing transparency, and intelligent business decisions. Sparx customers see up to 60% savings on their recurring spend. Know what’s happening at all times across your SaaS, cloud, and insurance. Using Sparx’s platform reduces your business risk and unlocks discounted business insurance across 150 top carriers. With a 360-degree view of your stack, better inform your renewals and new purchases. Onboard your account to get a live view of your savings potential. Our platform targets recurring expenses with the most financial waste. Track SaaS usage at an employee and app level, identify shadow IT and cut down software sprawl in 3 minutes. Designed for teams using Google Workspace, Microsoft Azure, or Okta SSO. Our AI engine sells instances on your behalf to optimize your AWS spend. Never pay for what you don't use, no engineering nor complex contracts are needed.Starting Price: Free -
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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 -
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Certero for Cloud
Certero
Certero for Cloud gives FinOps teams the information and control they need to centrally manage multi-Cloud environments, enterprise-wide. Streamline Cloud tagging and governance processes to ensure accountability, strong cost management and on-going optimization of Cloud business assets. Easily view and report on the status of Cloud governance and hygiene, identify potential risks before they become a problem and accurately manage the lifecycle of Cloud assets, from right-sizing through migration, optimization and retirement. Certero for Cloud is on the Certero unified platform, purpose built to enable holistic IT management from desktop to datacenter, to SaaS & Cloud; all on one single, efficient management platform. Certero also offers Certero for SaaS, and on-premise ITAM, SAM, Mobile asset management solutions, all combined on the Certero platform for convenience & a central data source for reporting. Certero are fully ISO27001 Certified for Information Management Security. -
40
PDF Generator API
Actual Reports
PDF Generator API allows you easily generate PDF documents from pre-defined PDF templates with JSON data. Enable your users to create PDFs and manage their document templates using a browser-based drag-and-drop PDF editor to reduce development and support costs. We provide a workspace logic that allows creating a separate workspace for each of your users where they can store and manage document templates. A new workspace is automatically created whenever you make API requests with a new workspace identifier. You can write mathematical and logical expressions to manipulate and customize values displayed in components. Use ternary, arithmetic, bitwise and comparison operators, and functions to sum, join and iterate arrays. You can use different components like Text, Table and Barcode and define the formatting for number and date values. It is possible to group, filter and sort lists and tables without a need to modify the data set on the software application side.Starting Price: $29 per month -
41
ManageEngine CloudSpend
ManageEngine
ManageEngine CloudSpend is a cloud cost management tool designed to help organizations optimize their cloud expenditures across AWS, Azure, and Google Cloud Platform (GCP). It offers real-time insights into cloud spending, enabling businesses to implement best practices such as chargebacks, capacity reservations, and resource rightsizing. Key features include Business Units for cost accountability, budget creation with alerts, and detailed spend analysis by service, region, and account. Additionally, CloudSpend provides AI-driven anomaly detection to identify unexpected cost spikes and offers recommendations for cost optimization. With its user-friendly interface and comprehensive reporting capabilities, CloudSpend empowers organizations to achieve greater financial control and efficiency in their cloud operations.Starting Price: 1% of cloud bill -
42
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 -
43
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. -
44
CloudCheckr
Spot by NetApp
CloudCheckr unifies IT, security and finance teams around the cloud and provides total visibility, deep insight, and cloud automation and governance. CloudCheckr is a comprehensive cloud management solution, helping businesses manage and automate cost as well as security for their public cloud environments. We are an AWS Advanced Technology Partner with Security and Government competencies, as well as a certified Silver Partner with Azure, to support multi- or hybrid-cloud strategies. -
45
VMware Tanzu CloudHealth
VMware
Tanzu CloudHealth (formerly VMware Aria Cost Powered by CloudHealth) simplifies financial management, streamlines operations, and improves organizational collaboration across your multi-cloud environment. Get visibility into a rich set of data for managing your multi-cloud environment. Analyze your infrastructure by dynamic business groups and access custom reporting. Improve resource utilization and realize cost savings with tailored recommendations. Drive continuous optimization with governance policies and automated actions that execute changes in your cloud environment. With more than $24B of annualized cloud spend under management, Tanzu CloudHealth supports 22,000+ organizations worldwide. Grow your cloud expertise with a proven framework to progress through your cloud management maturity journey. -
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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. -
47
IBM Kubecost
Apptio, an IBM company
IBM Kubecost provides real-time cost visibility and insights for teams using Kubernetes, helping you continuously reduce your cloud costs. Breakdown costs by any Kubernetes concepts, including deployment, service, namespace label, and more. View costs across multiple clusters in a single view or via a single API endpoint. Join Kubernetes costs with any external cloud services or infrastructure spend to have a complete picture. External costs can be shared and then attributed to any Kubernetes concept for a comprehensive view of spend. Receive dynamic recommendations for reducing spend without sacrificing performance. Prioritize key infrastructure or application changes for improving resource efficiency and reliability. Quickly catch cost overruns and infrastructure outage risks before they become a problem with real-time notifications. Preserve engineering workflows by integrating with tools like PagerDuty and Slack.Starting Price: $199 per month -
48
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 -
49
StackSpend
StackSpend
StackSpend is a cloud and AI cost management platform that gives engineering, finance, and FinOps teams one daily view of the modern AI stack. It connects through read-only credentials to providers including AWS, Google Cloud, Azure, Snowflake, Vercel, ClickHouse Cloud, Elastic Cloud, OpenAI, Anthropic, Cursor, GitHub, Hugging Face, Grok, and Twilio, then automatically loads historical billing data and normalizes spend across services. Dashboards and explorers break costs down by provider, service, model, project, user, team, feature, and customer, helping teams understand AI COGS, cost per request, and product-level margins. Budgets and pace-to-forecast show where monthly spending is headed, while same-day anomaly detection catches unusual increases caused by traffic, prompt bugs, model changes, deployments, or individual users. Alerts and daily green, amber, or red spend signals can be delivered through Slack, Microsoft Teams, email, or webhooks.Starting Price: $23 per month -
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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.