--- title: | Ishan Kamat --- [![company-logo](https://cdn.prod.website-files.com/686b121c919ed2b639e30952/686b28b7662f765388c4c0f2_Layer_1.svg)](https://frugal.co/) [Product](https://frugal.co/) [About Us](https://frugal.co/about) [blog](https://frugal.co/blog) [Contact](https://frugal.co/contact) [contact us](https://frugal.co/contact) Explore Sandbox Book Demo Product # Comparing Tools That Attribute Cloud Billing to Code and Microservices Cloud cost attribution has improved substantially. Cloud providers can tell you which account, service, or resource generated a charge. FinOps platforms organize that spend by... ![Ishan Kamat](https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png) By Ishan Kamat • September 30, 2026 [Read article](https://frugal.co/blog/comparing-tools-that-attribute-cloud-billing-to-code-and-microservices) ![Comparing Tools That Attribute Cloud Billing to Code and Microservices](https://frugal.co/hubfs/Blog%20Banner%202%20%285%29.png) Featured article Filter posts All Product Engineering AI FinOps Cost Engineering Cost KPIs Anthropic OpenAI Featured Cost Engineering Anthropic OpenAI Featured AI ![6 Types of Tools That Identify and Profile Expensive AI API Calls in Your Application Code](https://frugal.co/hs-fs/hubfs/Blog%20Banner%20Template.png?width=500&height=281&name=Blog%20Banner%20Template.png) Cost Engineering Anthropic OpenAI Featured AI 6 Types of Tools That Identify and Profile Expensive AI API Calls in Your Application Code Most dev teams aren't sure which code is driving their AI API spend. That's not a criticism, it's just the reality of how token-based billing works.... ![Ishan Kamat](https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png) Ishan Kamat May 19, 2026 [Learn More](https://frugal.co/blog/6-types-of-tools-that-identify-and-profile-expensive-ai-api-calls-in-your-application-code) Product Engineering AI FinOps ![Comparing Tools That Attribute Cloud Billing to Code and Microservices](https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%285%29.png?width=500&height=281&name=Blog%20Banner%202%20%285%29.png) Product Engineering AI FinOps Comparing Tools That Attribute Cloud Billing to Code and Microservices Cloud cost attribution has improved substantially. Cloud providers can tell you which account, service, or resource generated a charge. FinOps... ![Ishan Kamat](https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png) Ishan Kamat September 30, 2026 [Learn More](https://frugal.co/blog/comparing-tools-that-attribute-cloud-billing-to-code-and-microservices) Cost Engineering Cost KPIs Engineering AI FinOps ![Best FinOps Tools That Automatically Cut Cloud Spend](https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%283%29.png?width=500&height=281&name=Blog%20Banner%202%20%283%29.png) Cost Engineering Cost KPIs Engineering AI FinOps Best FinOps Tools That Automatically Cut Cloud Spend Cloud costs are still climbing, and for engineering teams the real problem goes beyond visibility: it’s the lag between seeing waste in a dashboard... ![Ishan Kamat](https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png) Ishan Kamat September 23, 2026 [Learn More](https://frugal.co/blog/best-finops-tools-that-automatically-cut-cloud-spend) Cost Engineering Cost KPIs Engineering AI FinOps ![Attribute Cloud Costs to Microservices and Source Code](https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%282%29.png?width=500&height=281&name=Blog%20Banner%202%20%282%29.png) Cost Engineering Cost KPIs Engineering AI FinOps Attribute Cloud Costs to Microservices and Source Code Cloud bills usually answer the least useful question first: what you spent. Engineering teams need the next answer immediately: which microservice,... ![Ishan Kamat](https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png) Ishan Kamat September 17, 2026 [Learn More](https://frugal.co/blog/attribute-cloud-costs-to-microservices-and-source-code) Cost Engineering AI FinOps ![Find AWS Waste in Code and Cut Costs Faster With Frugal](https://frugal.co/hs-fs/hubfs/Blog%20Banner%202%20%281%29.png?width=500&height=281&name=Blog%20Banner%202%20%281%29.png) Cost Engineering AI FinOps Find AWS Waste in Code and Cut Costs Faster With Frugal AWS cost reduction usually stalls for one reason: tools like AWS Cost Explorer show where money went, but can’t explain why. Which line of code... ![Ishan Kamat](https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png) Ishan Kamat September 9, 2026 [Learn More](https://frugal.co/blog/find-aws-waste-in-code-and-cut-costs-faster-with-frugal) Cost Engineering AI FinOps ![Best Cloud Cost Tools for Code-Level Attribution](https://frugal.co/hs-fs/hubfs/Blog%20Banner%202.png?width=500&height=281&name=Blog%20Banner%202.png) Cost Engineering AI FinOps Best Cloud Cost Tools for Code-Level Attribution Most organizations have a solid handle on where their cloud spend goes at the infrastructure level. They know which services are expensive, which... ![Ishan Kamat](https://frugal.co/hubfs/Ishan%20-%20Headshot%20(1).png) Ishan Kamat May 27, 2026 [Learn More](https://frugal.co/blog/best-cloud-cost-tools-for-code-level-attribution) GET THE LATEST Subscribe to the Frugal Blog Get Notified when we post new content ![background Image](https://frugal.co/hubfs/697fa79222025cf13e7bec1e_799f61dfa4790fe0e40a2962d5468335_Group%202040.avif) ![Robo Image](https://frugal.co/hubfs/697fadb140def08f5fc80ed3_Group%202042.avif) ### Take Frugal for a live test drive Explore how Frugal scans your code and cloud services to find waste, recommend optimizations, and generate ready-to-use fixes in a secure, read-only environment. 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