Usage AI pricing

About

Usage AI (legal entity Usage.ai, Inc.) is a cloud cost-optimization company that automates Reserved Instance, Savings Plan, and Committed Use Discount (CUD) purchasing across AWS, Azure, and GCP — then nets the risk of those commitments back to you. The promise on the tin: “See exactly what you’re overpaying AWS in under 60 seconds,” followed by “Pay nothing until we save you something.”

Founded in 2020 by Kaveh Khorram, the company is based in New York (with a San Francisco office) and has raised roughly $9 million from investors including JAM Fund, Backend Capital, Amity Ventures, and 10VC. It reported around $3M revenue with a ~28-person team in 2023 (getLatka) and today claims 300+ teams and more than $300M in savings delivered, with named customers including Blank Street, FabFitFun, and Secureframe. It is SOC 2 Type II certified.

This is the recursive-FinOps pattern in its purest form: Usage.ai is priced as a cut of the very bill it shrinks. For the most current terms, see Usage.ai pricing.

Pricing summary : How Usage AI’s pricing model works

Usage AI has no seats, no tiers, and no flat fee. It runs a single savings-share model: you pay a small percentage of the cloud savings it actually realizes for you, and you pay $0 if it saves you nothing. The platform fee is $0, there is no minimum, and there is no multi-year contract.

The company publishes the mechanics with a worked example rather than a hard rate card. In its on-page calculator, $20,000/month of cloud spend produces $8,000/month of savings, of which $6,800 goes back to your budget and $1,200 is Usage.ai’s share — an effective take of about 15%. Its own FAQ, meanwhile, frames the charge as a “~20% fee.” Both numbers trace to the vendor; the exact savings-share percentage is quoted per account, which is why we classify transparency as gated rather than public.

The fee lands where the savings do: as a single line item on your existing AWS, Azure, or GCP invoice via cloud marketplace — “no new vendor, no new MSA, no new AP setup.” That billing path is itself a selling point, because it skips the procurement cycle a net-new SaaS vendor would trigger.

What makes this different: Usage.ai bundles insurance into the savings-share. Every dollar of unused commitment is netted against the fee you owe, and any remainder is refunded as cash (not vendor-locked credits) monthly. If your roadmap shifts, Usage.ai buys back the commitments it placed — no lock-in, no exit penalty.

Pricing by product

The free calculator is pure self-serve / PLG — the top of the funnel. The paid Savings Share engagement is sales-onboarded (a 15-minute, read-only install) with the percentage quoted per account, so the actual motion is PLG-into-sales-led. The “~15%” calculator figure and “~20% fee” FAQ language both come straight from Usage.ai; treat the headline as a band, not a fixed rate.

Sales motions across products: the free calculator is self-serve / PLG, while the paid savings-share engagement is sales-onboarded and quoted per account (PLG-into-sales-led).

Hidden costs : What Usage AI users actually pay

The model is unusually clean on hidden costs — by design, the only thing you pay is a slice of money you wouldn’t otherwise have had. There is no platform fee, no minimum, no setup fee, and no contract. The real “cost” questions are about the base the percentage is applied to and what happens when usage drops.

The watch-item is the definition of “realized savings” — the baseline against which the percentage is computed (on-demand-equivalent spend) is the lever every savings-share vendor controls, so it is worth pinning down in the contract. Usage.ai’s answer to the usual savings-share complaint (you keep paying for capacity you no longer use) is its cashback-on-underuse mechanic, which floors the downside.

Want to estimate your own Usage AI bill? Use the Usage AI pricing calculator to model your cost as a share of projected savings.

Pricing evolution : Usage AI pricing history and changes

Cadence

Tracked range: 2026 (first full capture). Usage.ai has kept its core “percentage of realized savings, $0 platform fee” model stable; the visible evolution is in scope (AWS-first to AWS/Azure/GCP, expanding to RDS/ElastiCache/OpenSearch/Redshift/DynamoDB and ML/analytics) and in the insurance layer it added on top of plain savings-share.

Notable changes

• 2020 — Founded as an AWS Reserved Instance / Savings Plan optimizer charging a percentage of realized savings.
• 2025–2026 — Expanded to multicloud (Azure, GCP) and broadened service coverage; introduced the Insured Commitment Rate (ICR) metric and the full-cashback + buyback “insured commitments” framing.
• 2026-06-16 — Captured current state: single savings-share model, ~15–20% of realized savings, $0 platform fee, no contract, free overpayment calculator.

What’s unique : Usage AI’s distinctive pricing mechanics

1. Pure outcome pricing with a true $0 floor. Most “savings-share” vendors still attach a platform fee, minimum, or setup premium. Usage.ai’s platform/minimum fee is literally $0 — “pay as we save” — so a buyer’s worst case is breaking even, never going backwards.

2. Cashback as real cash, not credits. When commitments go underutilized, Usage.ai nets the loss against fees you owe and refunds the remainder as cash, monthly. That converts the classic savings-share risk (paying for capacity you stopped using) into a hedge, and it’s why the company can underwrite an aggressive commitment with no lock-in.

3. The fee rides your cloud bill, not a new invoice. Charging through cloud marketplace as a single line item means no new MSA, no AP onboarding, and no net-new procurement vendor — a pricing-delivery innovation that lowers the buying friction as much as the rate does.

4. A new metric to sell the rate. By introducing the Insured Commitment Rate (ICR = (savings + cashback) / on-demand-equivalent spend), Usage.ai reframes the buying decision away from the headline percentage and toward a downside-protected savings floor that the standard ESR can’t promise.

Strengths & weaknesses

Billing UX : Usage AI billing controls and transparency

• Billing controls — The fee is taken only on realized savings and appears as a single line item on your AWS/Azure/GCP bill via cloud marketplace; cashback for unused commitment is netted against the fee first, balance refunded as cash monthly.
• Usage visibility — A per-service dashboard shows savings, fee, cashback, and net fee per cloud over the last 30 days (“three clouds, one ledger”), so the customer can reconcile exactly what they paid against what they saved.
• Payment options — Charged through cloud marketplace, so it settles inside the existing cloud relationship — no new vendor, MSA, or AP setup. Read-only billing access, 15-minute install, cancel anytime with buyback.

Strategic wins : Why Usage AI’s pricing decisions worked

1. Risk reversal as the entire pitch

By making the platform fee $0 and pricing only on delivered savings, Usage.ai removes the single biggest objection in FinOps buying — “what if it doesn’t work?” The buyer’s downside is capped at zero. See outcome-based pricing trends for why this risk-reversal converts.

2. Pricing the delivery, not just the rate

Routing the fee through cloud marketplace as one bill line is a quiet masterstroke: it sidesteps procurement entirely. The “win” isn’t the percentage — it’s that there’s no net-new vendor to approve. Related: how AI companies structure pricing.

3. Inventing the metric you’re judged on

ICR lets Usage.ai compete on a downside-protected floor instead of a headline percentage, steering the comparison onto ground its cashback model wins. See choosing the right usage metric.

Areas to improve : Gaps in Usage AI’s pricing approach

1. Publish the savings-share band

The two vendor figures in the open — ~15% (calculator) and “~20%” (FAQ) — invite confusion. A published range or rate card would cut friction for self-serve buyers who, today, must book a call to learn the actual percentage. See bill shock and cost unpredictability.

2. Define “realized savings” up front

The percentage is only as honest as the baseline it’s applied to. Spelling out the on-demand-equivalent baseline and how cashback nets against it — before the contract — would defuse the most common savings-share dispute.

3. The maturity ceiling

As a customer’s own FinOps practice matures, the marginal savings (and therefore Usage.ai’s fee) shrink. A complementary flat or capped option for sophisticated teams would extend the relationship past the easy-wins phase.

Key takeaways

1. Usage.ai is priced as a cut of the bill it reduces — ~15–20% of realized cloud savings, $0 otherwise.
2. The $0 platform fee and no-contract terms make the buy a near-free option — worst case is break-even.
3. Cashback returned as cash (not credits) plus buyback turns savings-share risk into a hedge.
4. Billing through cloud marketplace removes procurement friction as much as the rate removes cost.
5. ICR is a pricing-narrative move — invent the metric, then win the comparison on it.

UBP implications

1. Outcome pricing works best when the outcome is denominated in the customer’s own money. Usage.ai charges a share of dollars saved — the cleanest possible value metric, because the customer is strictly better off at any positive percentage. See the introduction to usage-based pricing for where outcome models sit on the spectrum.
2. Risk reversal can be the headline. “$0 until we save you something” does more selling than any rate would; the percentage is almost secondary.
3. Insurance mechanics (cashback, buyback) let you charge aggressively for value while capping the customer’s downside — a template for any usage-based vendor whose value can swing.

Sources

• Usage.ai pricing page (accessed 2026-06-16)
• Usage.ai homepage — savings calculator (accessed 2026-06-16)
• Usage.ai — ProsperOps alternatives (own pricing framing) (accessed 2026-06-16)
• Usage AI — Crunchbase profile (accessed 2026-06-16)
• Usage AI — getLatka revenue/team data (accessed 2026-06-16)

Bottom line

Usage AI is the textbook recursive-FinOps play: it makes money only as a percentage (~15–20%) of the cloud savings it delivers, with no platform fee, no minimum, and no contract. The free “how much am I overpaying AWS” calculator is the lead magnet; the paid model is a sales-onboarded savings-share whose exact rate is quoted per account. What sets it apart from the ProsperOps/Archera/Zesty field is the insurance layer — full cashback on underutilization paid as cash, plus buyback with no lock-in — wrapped in a billing path (cloud marketplace, one line item) that sidesteps procurement entirely.

Want to compare Usage AI against other FinOps and billing-infrastructure companies? Browse the pricing blueprint.

Pricing timeline : Major events on a vertical axis

Each milestone below corresponds to a public pricing change, product launch, or material adjustment. Major events use a filled marker; minor adjustments use a faded one.

Savings-share model documented

Jun 2026

Full research: percentage-of-realized-savings (~15-20%), $0 platform fee, no contract, full cashback on underuse, free overpayment calculator, ICR metric. Multicloud (AWS/Azure/GCP).

Blueprint stub created

May 2026

Initial stub generated for batch blueprint expansion, ahead of full pricing research.