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Pump

AI group-buying for AWS cost reduction

Pump is a YC-backed platform that uses AI and group-buying power to automate AWS cost reduction, claiming up to 60% savings on compute through collective purchasing of Reserved Instances and Savings Plans. By pooling demand across multiple customers, Pump negotiates volume discounts that individual organizations cannot access, providing enterprise-level pricing to startups and mid-market companies.

About Pump

Pump aggregates cloud compute demand across its customer base to negotiate group-buying discounts on AWS Reserved Instances and Savings Plans. Individual companies rarely have enough purchasing volume to access the deepest discount tiers, but by pooling demand across hundreds of organizations, Pump unlocks pricing typically reserved for the largest AWS customers. The AI engine optimizes each customer's commitment portfolio within the group purchase.

The platform automates commitment management including analyzing usage patterns, selecting optimal commitment types and terms, managing expiring reservations, and adjusting coverage as workloads change. Customers connect their AWS accounts and the platform handles the complexity of discount optimization without requiring changes to applications or infrastructure.

As a YC alumnus, Pump has gained traction among startups and mid-market companies where cloud costs are a significant budget concern. The platform claims up to 60% savings on compute costs, with a pricing model based on a share of the savings generated. This aligns incentives so Pump only earns when customers save money.

Pricing & Platform Specs

Pricing Summary

AI-driven cloud cost optimization platform for AWS and GCP that pools customer commitments through a group-buying model. Free to use ($0/month) with a 0% cut of customer savings, monetized exclusively via wholesale cloud provider bulk volume discounts. Includes automated commitment management, real-time cost observability (Pump View), and security scanning (Pump Secure).

full pricing breakdown →

Supported Platforms

AWS, Reserved Instances, Savings Plans

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Alternatives

All Pump alternatives →

Autonomous cloud discount management with ML

ProsperOps uses machine learning to continuously optimize cloud commitment coverage including Savings Plans and Reserved Instances, achieving Effective Savings Rates of 40% or more on AWS, GCP, and Azure. It provides autonomous discount management with a performance-based pricing model where ProsperOps shares a percentage of the savings generated, aligning costs with actual value delivered.

paid

Autonomous Kubernetes cost optimization

CAST AI automates Kubernetes cost optimization by analyzing workloads in real time and taking direct action on clusters, including right-sizing pods, selecting optimal instance types, and leveraging spot instances automatically. The platform achieves up to 60% cost reduction without human intervention, offering a free cluster audit that identifies savings opportunities before any commitment.

freemium

Open-source Kubernetes cost monitoring (CNCF)

OpenCost is a CNCF-certified open-source tool for real-time Kubernetes cost monitoring that maps cloud spend directly to namespaces, deployments, pods, and labels. It provides granular cost allocation across teams and projects without vendor lock-in, supporting AWS, GCP, Azure, and on-premises clusters as the industry standard for open-source FinOps visibility in cloud-native environments.

Open Source

Community experience

Sources & verification

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Content verified

Verification dates are editorial checks. Routine CMS saves and automatic updatedAt timestamps do not advance them.

FAQ

What is Pump?

Pump is a YC-backed platform that uses AI and group-buying power to automate AWS cost reduction, claiming up to 60% savings on compute through collective purchasing of Reserved Instances and Savings Plans. By pooling demand across multiple customers, Pump negotiates volume discounts that individual organizations cannot access, providing enterprise-level pricing to startups and mid-market companies.

Is Pump free?

Yes — Pump is free to use. AI-driven cloud cost optimization platform for AWS and GCP that pools customer commitments through a group-buying model. Free to use ($0/month) with a 0% cut of customer savings, monetized exclusively via wholesale cloud provider bulk volume discounts. Includes automated commitment management, real-time cost observability (Pump View), and security scanning (Pump Secure).

Is Pump still maintained?

Yes — Pump is active. Its listing was last verified on September 6, 2026.

What are the best Pump alternatives?

The first editor-selected Pump alternatives are ProsperOps, CAST AI, OpenCost.