StormForge
- Company typePrivate
- Founded2015
- HeadquartersCambridge, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
StormForge firmographics
Firmographics- Name
- StormForge
- Legal name
- GramLabs, Inc.
- Website
- https://www.stormforge.io/
- Company type
- Private
- Founded year
- 2015
- Operating status
- Acquired
- Headcount range
- 11–50 employees
- Ownership category
- akta.pro rank
StormForge industry classification
Industry- Product category
- Kubernetes Resource Optimization
- NAICS
- Software Publishers (513210), Computer Systems Design Services (541512), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)
- SIC
- Services-Prepackaged Software (7372), Services-Computer Integrated Systems Design (7373)
- akta.pro primary industry
- Cloud-Native/Kubernetes Observability (HDABAJAF)
- akta.pro secondary industries
- End-to-End MLOps & ML Platform Suites (HDAAABAA), Cloud Management Platforms (CMP) & Single-Pane-of-Glass Control (HDABABAD), Network Analytics, AIOps & Root-Cause Correlation (HDAFAGAM)
Keywords
Where StormForge is headquartered
LocationHeadquarters
- HQ city
- Cambridge
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
StormForge business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- Subscription - Usage-based (Cloud): StormForge Optimize Live is priced based on total CPU requests across all Kubernetes workloads at $0.0041 per CPU per hour. The usage-based model allows customers to scale costs in line with actual resource consumption, with no upfront commitments or rigid contracts.
- Subscription - Free Trial: Free 30-day full version trial on 1 cluster enables product-led growth and self-service evaluation, converting users to paid usage-based subscriptions.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Usage-based | Pay-as-you-go | Pay-as-you-go at $0.0041 per CPU per hour via AWS Marketplace |
| Freemium | Monthly | Free 30-day trial on 1 cluster |
Go-to-market motion3 records
Distribution channels4 records
Marketing channels7 records
StormForge product offering
Product offeringCore offering
StormForge sells Optimize Live, a SaaS platform that uses forecast-based machine learning to continuously rightsize Kubernetes CPU and memory resource requests and limits. The platform combines horizontal pod autoscaling (HPA) with vertical autoscaling through bi-dimensional autoscaling, and includes JVM-aware optimization for Java workloads. It integrates with AWS EKS Auto Mode, Karpenter, Argo CD, and Flux, and is offered alongside a command-line interface (StormForge CLI) and a performance testing tool powered by StormForger.
Product overview
StormForge is a Kubernetes optimization company that was acquired by CloudBolt Software in April 2025. The core product is Optimize Live, a SaaS platform for autonomous Kubernetes rightsizing that uses forecast-based machine learning to continuously optimize CPU and memory resource requests and limits. Optimize Live offers bi-dimensional autoscaling by combining horizontal pod autoscaling (HPA) with vertical autoscaling, coordinated through ML-driven recommendations to maximize savings while ensuring application performance. The product portfolio includes Java Heap Optimization for JVM-aware rightsizing, Amazon EKS Auto Mode integration, and Karpenter for cluster-level optimization. The StormForge CLI provides command-line access with an MCP server enabling AI assistant integration.
Differentiator
Problem solved
Functional benefit
Brands
- Optimize Live: Autonomous Kubernetes rightsizing platform using machine learning to optimize CPU and memory resource requests and limits
- StormForge Applier
- StormForge Agent
- StormForge CLI
Products and services
- Optimize Live Flagship SaaS platform that uses forecast-based machine learning to continuously rightsize Kubernetes CPU and memory resource requests and limits. Combines horizontal pod autoscaling (HPA) with vertical autoscaling through bi-dimensional autoscaling to maximize savings while ensuring application performance. Designed for enterprise platform, DevOps, and SRE teams running Kubernetes at scale.
- StormForge CLI Command-line interface for interacting with StormForge Optimize Live, providing commands for viewing workloads, managing configurations, applying recommendations, and integrating with AI assistants via the MCP server.
- Performance Testing Load and performance testing tool for applications and APIs, powered by the acquired StormForger GmbH platform and offered to enterprise customers via stormforger.com.
Quantifiable outcome
- 50-70% cloud cost reduction through automated rightsizing
- +4 more outcomes
Companies that use StormForge
Customer profileNamed customers4 records
Segments3 records
Ideal customer profiles3 records
StormForge technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration3 records
AI capability5 records
Feature7 records
StormForge partnerships and signals
Strategic signalPartnerships
Six partnerships are on record, tiered core and minor.
- CloudBolt SoftwarecoreCloudBolt Software acquired StormForge in 2025, integrating StormForge's ML-driven Kubernetes optimization capabilities into CloudBolt's FinOps platform. The acquisition emphasizes transforming cloud cost awareness into automated optimization tools with real-time resource tuning. Future plans include expanding optimization across virtual machines, storage, and broader cloud infrastructure.
- Amazon Web Services (AWS)coreStormForge is deeply integrated with AWS, running on Amazon EKS, GKE, and available via AWS Marketplace. The partnership includes EKS Auto Mode integration where StormForge optimizes workload resource requests to help EKS Auto Mode provision optimal EC2 instances. Listed in AWS Intelligence Community Marketplace for government agencies.
- KarpentercoreStormForge integrates with Karpenter (AWS Kubernetes cluster autoscaler) to provide combined pod and node optimization. Accurate workload-level resource requests from StormForge enable Karpenter to provision the right EC2 instance types for optimal cost efficiency.
- CNCF (Cloud Native Computing Foundation)minorStormForge is a Silver member of the Cloud Native Computing Foundation, indicating commitment to the cloud-native ecosystem and standards.
- FinOps FoundationminorStormForge is a member of the FinOps Foundation, supporting the FinOps discipline and framework for cloud cost management.
- Kubernetes Distributions (EKS, GKE, AKS, OpenShift, IBM Cloud Kubernetes Services)coreStormForge runs on any Kubernetes environment including Amazon EKS, Google GKE, IBM Cloud Kubernetes Services, Red Hat OpenShift, and Microsoft Azure Kubernetes Service, providing cross-platform optimization capabilities.
Scale indicators3 records
Recent moves6 records
Expansion highlights5 records
StormForge competitors and assessment
Company assessmentDirect peers
- ScaleOps: ScaleOps is a direct competitor in Kubernetes pod-level rightsizing, using automated resource optimization (both VPA-style and HPA) to reduce cloud waste. It targets the same platform-engineering buyer with similar ML-driven claims, making it the closest head-to-head competitor to StormForge's Optimize Live.
- CAST AI: CAST AI provides automated Kubernetes cost optimization including rightsizing, autoscaling, and spot-instance selection. It directly overlaps StormForge's value proposition for FinOps and platform teams running K8s at scale on AWS, GCP, and Azure.
- Spot by NetApp (Spot.io): Spot.io (acquired by NetApp) is a cloud infrastructure optimization platform with Elastigroup for container workload optimization and Ocean for Kubernetes. It competes directly with StormForge on autoscaling, rightsizing, and cost reduction across cloud Kubernetes estates.
- Kubecost: Kubecost provides real-time cost monitoring and optimization for Kubernetes, including rightsizing recommendations. It overlaps with StormForge's FinOps persona and cloud-cost-reduction thesis, particularly with shared open-source CNCF ecosystem roots.
- Densify: Densify offers ML-driven cloud resource optimization across VMs, containers, and databases, including Kubernetes rightsizing. It serves the same FinOps and platform-engineering buyer with comparable predictive analytics, often in enterprises seeking multi-workload optimization.
Broad incumbents
- IBM Turbonomic: IBM Turbonomic is a broader application resource management platform covering VMs, databases, containers, and Kubernetes. It competes with StormForge in the Kubernetes slice but sells as part of a wider AIOps/FinOps portfolio to large enterprises.
- CloudBolt Software: CloudBolt is now StormForge's parent company and a hybrid cloud FinOps platform. Prior to the acquisition, it competed for the same FinOps buyer; post-acquisition it serves as the distribution channel for StormForge's Kubernetes capabilities within a broader cost-management suite.
- Apptio (IBM): Apptio (now part of IBM) is an established cloud FinOps and IT financial management platform. It competes with StormForge's FinOps use case at the higher-level cloud cost visibility layer, often embedding rightsizing/optimization as part of broader ITFM conversations.
- Morpheus (Dell): Morpheus (now part of Dell/APEX) is a hybrid cloud management platform with cost and resource optimization features for multi-cloud and Kubernetes environments. It is comparable to StormForge as a higher-level CMP with adjacent rightsizing and FinOps capabilities.
Emerging players
- Yotascale: Yotascale provides AI-driven cloud cost management and optimization across AWS, Azure, GCP, and Kubernetes. It targets the same FinOps buyer with a broader cloud-cost lens, making it an adjacent emerging competitor to StormForge's Kubernetes-focused thesis.
Market position
Strengths1 record
Weaknesses1 record
Competitive moat4 records
Key risks3 records
Key highlights7 records
Customer concentration
StormForge social profiles
Digital presenceStormForge compliance and trust
Trust signalCompliance1 record
StormForge financial estimates
Financial estimateRevenue estimate
Valuation estimate
StormForge leadership team
Management profileNumber of profiles
Profiles8 records
StormForge subsidiaries and ownership
Company hierarchySubsidiaries1 record
StormForge funding detail
Funding detailFunding overview
Funding rounds2 records
Investors2 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
StormForge M&A and investment
M&A and investmentM&A1 record
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about StormForge
What does StormForge do?
StormForge sells Optimize Live, a SaaS platform that uses forecast-based machine learning to continuously rightsize Kubernetes CPU and memory resource requests and limits. The platform combines horizontal pod autoscaling (HPA) with vertical autoscaling through bi-dimensional autoscaling, and includes JVM-aware optimization for Java workloads. It integrates with AWS EKS Auto Mode, Karpenter, Argo CD, and Flux, and is offered alongside a command-line interface (StormForge CLI) and a performance testing tool powered by StormForger.
Is StormForge a public or private company?
StormForge is a private company. It is classified as corporate owned and is currently acquired.
When was StormForge founded?
StormForge was founded in 2015. It employs 11 to 50 people.
Where is StormForge based?
StormForge is headquartered in Cambridge, United States, in the North America region.
How does StormForge make money?
Two revenue lines are on record. Subscription - Usage-based (Cloud) is the primary driver. The others are subscription - Free Trial.
Who are StormForge's main competitors?
Direct peers on record are ScaleOps, CAST AI, Spot by NetApp (Spot.io), Kubecost and Densify. Broad incumbents are IBM Turbonomic, CloudBolt Software, Apptio (IBM) and Morpheus (Dell). Yotascale is listed as an emerging player.
Does StormForge have an API?
Yes. StormForge offers a CLI tool and MCP (Model Context Protocol) server that allows AI assistants to interact with the StormForge platform. The CLI provides commands for viewing workloads, managing configurations, applying recommendations, and fetching output comparable to the web UI. The MCP server (added in CLI version 6.2.0, March 2026) enables AI assistants to programmatically interact with StormForge. No traditional REST/GraphQL public API is documented. Developer documentation is at docs.stormforge.io/docs/stormforge-cli/mcp-server.
What industry is StormForge in?
StormForge's product category is Kubernetes Resource Optimization. Its primary akta.pro industry code is HDABAJAF, Cloud-Native/Kubernetes Observability, with a secondary code of HDAAABAA, End-to-End MLOps & ML Platform Suites. Its NAICS code is 513210 and its SIC code is 7372.