• Skip to primary navigation
  • Skip to main content
Last Week in AWS Logo
Master your cloud costs
  • About
    • Community
    • Contact
  • Blog
  • Newsletter
  • Podcasts
    • Last Week in AWS Podcast
    • Screaming in the Cloud
    • Nominate a Guest
  • Merch
  • Resources
    • AWS Network Map
businesswoman working on desk using calculator analyzing finance
10.20.2021

The TurboTax of AWS Billing

By Corey Quinn
Today, I want to talk about TurboTax. Yes, while Intuit is a longstanding AWS reference customer, I’m not here to talk about its cloud bills. Instead, I’m going to apply its consumer…
FacebookXLinkedInReddit
Home Blog The TurboTax of AWS Billing
Prev
Next

Today, I want to talk about TurboTax.

Yes, while Intuit is a longstanding AWS reference customer, I’m not here to talk about its cloud bills. Instead, I’m going to apply its consumer tax product to how I think about AWS bill savings.

For readers who aren’t in the United States or familiar with the way our taxes work, allow me to oversimplify dramatically. Most people have jobs. Their employers take taxes out of their paychecks. At the end of the year, people file their taxes with the government. “I made X. My employer withheld Y. Here’s a bunch of information that affects my tax rate. I owe you this much money, or you owe me this much in a refund.” The only thing stopping the IRS from doing all of this number-crunching for you is the result of two decades of lobbying by Intuit to protect its business model, but I digress.

Thanks, professor, now get to the cloud part

If you use Intuit’s TurboTax product, it asks you for a whole bunch of information through a very long process. This part isn’t TurboTax’s fault. If you’re a disabled veteran, you get certain tax treatments. If you have children, you get both tax credits and gray hair. You get the picture.

TurboTax keeps track of what your shortfall or refund is with a counter that updates as you fill in your information. Positive numbers are green, negative numbers are red. Let’s ignore that the implied congratulation of “Good job, that’s a big refund!” completely glosses over the fact that you’re providing an interest-free loan to the government as well.

The gamification of the refund amount and TurboTax’s marketing of the “maximum refund guarantee” is what I want to draw attention to here. You don’t just want the “maximum refund,” because the prize for that is called “federal prison.” You want the most accurate tax filing — hopefully backed by TurboTax’s “100% accurate calculations guarantee” — that claims every deduction to which you are entitled and none of the deductions to which you are not.

This is, of course, a natural analogy for cutting your cloud spend bill.

Can you run that one past me again?

There’s a common misconception that the work we do at The Duckbill Group is about cutting clients’ AWS bills. While that’s the outcome in virtually every consulting engagement, it’s a byproduct of what we’re actually doing: optimizing the cloud bill.

Cloud cost and cloud architecture are the same thing. By improving durability and reliability, you’re increasing costs. You might not need your Twitter for Pets app to survive four AWS regions going down simultaneously. Conversely, you probably want your banking records to be a bit more durable than someone deleting the wrong database instance, and thus you should spend more on backup.

Let’s be clear here: I’m not suggesting that you set money on fire! My point is that you should be aiming for the correct level of cloud spend, not the lowest level of cloud spend. You can drop the AWS bill to zero by migrating it to another cloud provider or IBM “Cloud,” but that’s not exactly a recommendation that solves anything for you.

What to do when business models incentivize bad behavior: Stop, think, run far away

If you ever encounter a tax preparation company that offers to only charge you a percentage of your refund, you should immediately run screaming out the door. Similarly, I’ve never quite grasped the idea of cloud cost optimization pricing models that only charge you a percentage of your AWS bill or a percentage of the savings found for you. It seems like incentivizing a whole lot of behaviors and findings that turn “This is what I would do if I were in your position” to “Here’s what you should do because I’ll get to buy a boat.”

I get a lot of flak for our fixed-fee consulting pricing model in some quarters, but after five years of digging into it, it’s the only thing I’ve found that makes sense.

Plus, I really don’t want to discover the cloud computing equivalent of winning an all-expenses-paid trip to prison for tax evasion.

Corey Quinn Headshot
by Corey Quinn

Corey is the Chief Cloud Economist at Duckbill, where he specializes in helping companies improve their AWS bills by making them smaller and less horrifying. He also hosts the "Screaming in the Cloud" and "AWS Morning Brief" podcasts; and curates "Last Week in AWS," a weekly newsletter summarizing the latest in AWS news, blogs, and tools, sprinkled with snark and thoughtful analysis in roughly equal measure.

More Posts from Corey

Back to the Blog

Infinidash: AWS’s New Observability Play Has Great Bones and a Terrible Bedside Manner

By Corey Quinn

Infinidash: AWS’s New Observability Play Has Great Bones and a Terrible Bedside Manner AWS has just released something fascinating in the form of CloudWatch Omni. I want to be upfront before I dive further: “CloudWatch Omni” is a wretched name that I will not be using, so for the rest of this article and the […]

Read Moreabout Infinidash: AWS’s New Observability Play Has Great Bones and a Terrible Bedside Manner

Reading Observability Tools? That’s a Robot’s Job

By Corey Quinn

Last Thursday Honeycomb was kind enough to hand me the closing keynote slot at O11yCon, a conference whose entire premise is that observability matters and the people in the room are the ones who would know. I used that slot to argue that the primary reader of your telemetry is no longer a human, and […]

Read Moreabout Reading Observability Tools? That’s a Robot’s Job

S3 Is Not a Filesystem (But Now There’s One In Front of It)

By Corey Quinn

I’ve been saying “S3 is not a filesystem” for over a decade. I’ve said it on stages, in newsletters, on podcasts, and directly to the faces of large company employees who were too polite to tell me to shut up before they went back to their FUSE monstrosities. It was one of those reliable truths […]

Read Moreabout S3 Is Not a Filesystem (But Now There’s One In Front of It)
Billie Holding Mail Email Subscribe Icon

Get the newsletter!

Stay up to date on the latest AWS news, opinions, and tools, all lovingly sprinkled with a bit of snark.

You’re faced with tough questions about cloud costs. You should have confident answers.
Get in touch.
  • Newsletter
  • Podcasts
  • Blog
  • Merch
  • About
  • Contact
  • Disclosures
Billie Footer
footprint-orange
© 2026 L9 Labs, Inc. All Rights Reserved.
Terms of Service Privacy Policy Cookie Policy