---
title: "Usage-based pricing examples: 8 models explained, with the numbers"
description: Eight usage-based pricing examples, from Twilio's per-message rate to Intercom's price per resolution, what each gets right and how to choose yours.
---

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 October 20, 2026

# Usage-based pricing examples: 8 models explained, with the numbers

![Picture of Rishabh Gupta](https://roasexpert.com/hs-fs/hubfs/IMG_1011.jpeg?width=50&name=IMG_1011.jpeg) [Rishabh Gupta](https://roasexpert.com/blog/author/rishabh-gupta)

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By Rishabh Gupta, founder of ROAS Expert. Last updated 20 October 2026.

Usage-based pricing charges customers for what they consume, measured in a unit the product can count: messages sent, compute seconds, tokens, tasks, contacts, resolutions. Below are eight live examples, with the actual rates as published in October 2026, what each company gets right, and the trap in each one. Then a method for picking your own unit and a worked example of pricing an AI feature.

In short

- Three shapes: pay as you go, allowances with overage, credits and commitments. Two edge cases: usage-adjusted seats (Slack) and outcomes (Intercom's Fin)
- Hybrid became the most common primary model in 2025, up from 27% to 41% of companies, while seat pricing fell to 15%
- The unit you charge for is the whole decision. Run it through five tests before you build billing
- For AI products the gross margin test is not optional: inference cost is usage-based whether your price is or not

**41%**of software companies now use a hybrid model as their primary pricing, up from 27%Growth Unhinged, 240+ companies, 2025

**$0.99**per resolution: Intercom prices its AI agent on the outcome, no seats requiredintercom.com/pricing, October 2026

**100x**spread between OpenAI's cheapest and flagship model for the same unit, a million input tokensdevelopers.openai.com, October 2026

On this page

1. [The three shapes usage-based pricing takes](https://roasexpert.com/blog/usage-based-pricing-examples#the-three-shapes-usage-based-pricing-takes)
2. [Eight usage-based pricing examples](https://roasexpert.com/blog/usage-based-pricing-examples#eight-usage-based-pricing-examples)
3. [How common usage-based pricing is now](https://roasexpert.com/blog/usage-based-pricing-examples#how-common-usage-based-pricing-is-now)
4. [How to pick your value metric](https://roasexpert.com/blog/usage-based-pricing-examples#how-to-pick-your-value-metric)
5. [A worked example (illustration)](https://roasexpert.com/blog/usage-based-pricing-examples#a-worked-example-illustration)
6. [Mistakes to avoid](https://roasexpert.com/blog/usage-based-pricing-examples#mistakes-to-avoid)
7. [Where ROAS Expert fits](https://roasexpert.com/blog/usage-based-pricing-examples#where-roas-expert-fits)
8. [Questions](https://roasexpert.com/blog/usage-based-pricing-examples#questions)

## The three shapes usage-based pricing takes

Every example below is one of these, or a mix.

- Pay as you go. A rate per unit, billed in arrears, no commitment. Twilio and the OpenAI API work this way.
- Allowances with overage. A subscription that includes a block of units, with a higher per-unit rate or a hard stop once you pass it. Zapier and HubSpot work this way.
- Credits and commitments. You buy a pool of credits, often at a discount for committing, and the product draws them down at different rates for different actions. Snowflake and Clay work this way.

**Pay as you go**

- A rate per unit, billed in arrears, no commitment
- Twilio, the OpenAI API
- Revenue tracks the customer's growth exactly; bills are only legible in aggregate

**Allowance with overage**

- A subscription that includes a block of units, then a higher rate or a hard stop
- Zapier, HubSpot
- Predictable for the buyer; the tier ladder rarely fits anyone exactly

**Credits and commitments**

- A pool bought up front, often discounted for committing, drawn down at different rates
- Snowflake, Clay
- Protects your margin and lets you reprice without reprinting the price list; a second currency to learn

Two variants sit at the edges. Usage-adjusted seats, like Slack's, keep a per-seat price but only bill seats that were actually used. Outcome-based pricing, like Intercom's Fin, charges for a result rather than an input. The 2025 State of B2B Monetization survey from Growth Unhinged, covering more than 240 software and AI companies, found that hybrid models (a platform fee plus usage) became the most common primary model, rising from 27% to 41% of respondents in a year while pure seat pricing fell from 21% to 15% and flat fees from 29% to 22%. Only 5% called outcome-based their primary model, but 25% expected to be there by 2028.

## Eight usage-based pricing examples

| Company | Unit | Shape | Rate as published, October 2026 |
| --- | --- | --- | --- |
| Twilio | SMS segment | Pay as you go | $0.0083 per US segment plus carrier fees |
| Snowflake | Compute credit, per second | Credits and commitments | Small warehouse 2 credits an hour, 60-second minimum |
| OpenAI API | Million tokens, in and out | Pay as you go | $0.10 to $10 input, $0.50 to $50 output; cache about 90% off, Batch about 50% off |
| Zapier | Task | Allowance with overage | 100 free a month; paid from $19.99; pay-per-task above the tier |
| HubSpot | Marketing contact | Allowance, one-way tiers | Tier upgrades on the first contact over; no mid-term downgrade |
| Slack | Active seat | Usage-adjusted seats | Inactive after 28 days is credited; $4.38 back on an $8.75 seat with 15 days left |
| Intercom Fin | Resolution | Outcome-based | From $0.99 per Fin outcome, no seats required |
| Clay | Credit | Credits, unlimited seats | Monthly credit pool, 10% off for annual |

Each one is unpacked below: what it gets right and the trap in it.

### 1. Twilio: a price per message segment

Twilio's US SMS price is $0.0083 per 160-character segment, outbound and inbound, plus a carrier fee per message that varies by network (AT&T adds $0.0035 on long codes, Verizon $0.005), plus $0.001 for each message that fails. Volume discounts exist but aren't published. You negotiate them with an account team.

What it gets right: the unit is the thing the customer wants, so revenue scales with the customer's own growth and nobody pays for seats they don't need. The trap: a fraction of a cent per message means the bill is only legible in aggregate, and the carrier pass-through fees make the effective price different for every customer. Twilio solves this with a cost calculator and detailed usage logs. If you copy the model, copy the logs too.

### 2. Snowflake: compute credits billed per second

Snowflake sells credits. A virtual warehouse consumes them while it runs: a Small warehouse bills 2 credits an hour, a Medium 4, and each size up roughly doubles. Billing is per second with a 60-second minimum each time a warehouse starts or resumes, and a suspended warehouse uses no credits at all. Credits are bought on demand or as a committed capacity contract at a lower rate.

What it gets right: the unit tracks Snowflake's own cost almost exactly, so gross margin is protected whatever customers do. The credit layer also lets Snowflake change what a credit buys without reprinting a price list. The trap: customers who leave warehouses running, or resume them every 40 seconds, pay for compute they didn't use, which is why a whole category of Snowflake cost-optimisation tools exists. A model that spawns a vendor category to control your bill is a model with a trust problem to manage.

### 3. The OpenAI API: tokens, three ways

OpenAI prices per million tokens with separate rates for input, cached input and output. In October 2026 the cheapest listed model costs $0.10 per million input tokens and $0.50 per million output tokens, and the flagship costs $10 and $50. That is a hundredfold spread for the same unit, output tokens cost five times input on both, cached input is about 90% cheaper than fresh input, and the Batch API takes roughly half off for work that can wait.

What it gets right: price discrimination without a sales team. Customers self-select into the model and latency tier that matches their use case, and the cache and batch discounts reward the behaviour that is cheapest for OpenAI to serve. The trap, for anyone building on top: your costs are usage-based whether or not your prices are. If you sell seats on top of tokens, one heavy user can erase the margin of fifty light ones. Our guide to [pricing an AI product](https://roasexpert.com/blog/pricing-an-ai-product) is mostly about that problem.

### 4. Zapier: tasks, with an allowance and an overage switch

A task is counted every time a Zap successfully completes an action. Triggers, polling, filters, formatters and failed actions don't count. The free plan includes 100 tasks a month, paid plans start at $19.99 a month and the task tier runs from 100 to 2 million a month. When you hit the limit you choose: pay-per-task billing at a higher rate than your plan's included tasks, or pause until the next period.

What it gets right: the unit is a successful outcome for the customer, and not counting failures or plumbing steps removes the feeling of being charged for the product's own overhead. The overage switch, with emails as you approach the limit, is the fairest version of the allowance model. The trap: a tier ladder that runs to 2 million means most customers are on a plan that doesn't fit them, either paying for headroom or bumping into the ceiling. Plan recommendations based on the last three months of usage are the fix.

### 5. HubSpot: marketing contacts as the tier

Marketing Hub bills on marketing contacts, the ones you actually email or target in a month, and non-marketing contacts are free to store. The catch is in the tier mechanics: exceed your tier by a single marketing contact and HubSpot upgrades you to the next tier automatically, you stay on the higher tier until renewal, and tiers never downgrade mid-term even if you delete contacts. You can set a cap so imports mark new contacts as non-marketing once you reach it.

What it gets right: separating stored contacts from marketed contacts is a good value metric. You pay for reach, not for a database. The trap is the ratchet. One-way tiers protect HubSpot's revenue but generate the kind of billing stories that end up in community forums. If you adopt tiers, decide in advance whether they can go down, and say so on the pricing page.

### 6. Slack: seats, but only the active ones

Slack is seat-priced, but its Fair Billing Policy only charges for members who use it. A member who hasn't been active for 28 days becomes inactive and Slack credits the unused part of the billing period. Slack's own example: at $8.75 a seat, deactivating someone with 15 of 30 days left returns $4.38. Reactivate them and you pay the prorated days.

What it gets right: it removes the main complaint about seats, paying for people who left or never logged in, without changing the mental model buyers already have. For a product with uneven adoption inside a company it is the cheapest form of usage-based pricing to implement. The trap is small: the definition of active has to be defensible, and Slack has had to publish updates to it.

### 7. Intercom Fin: a price per outcome

Intercom's AI agent is priced "from $0.99 per Fin outcome", with no seats required, and it can be bought on its own for teams using another helpdesk. The human seats on the Intercom plans cost $29, $85 and $132 a month on Essential, Advanced and Expert.

What it gets right: the customer pays only when the product does the job a support agent would have done, which is the clearest value story in this list and the easiest to compare with the cost of the human alternative. The trap: everything rests on the definition of an outcome. Who decides a conversation was resolved, and what happens when the customer comes back an hour later? Intercom publishes the rules. If you price on outcomes, the definition is the product.

### 8. Clay: credits with unlimited seats

Growth Unhinged describes Clay's model as unlimited seats, a monthly credit pool that enrichment and AI actions draw down at different rates, and a 10% discount for paying annually. Seats are free because Clay wants the whole revenue team in the product; credits carry the revenue.

What it gets right: giving seats away removes the adoption barrier and makes the usage metric the only thing sales has to discuss. The trap: credits that buy different amounts of different things are a second currency the customer has to learn, and the exchange rate is yours to change. Publish the rate card and warn before changing it.

## How common usage-based pricing is now

Metronome's State of Usage-Based Pricing 2025, a January 2025 survey of 100 SaaS companies by a vendor that sells usage billing, reported that 85% had adopted some usage-based component and 78% of those did so in the last five years. The Growth Unhinged survey above is the better-sized source and points the same way: hybrid is now the default primary model. High Alpha's 2025 SaaS Benchmarks, from more than 800 companies, found that companies pricing AI on outcomes showed particularly strong growth and that hybrid subscription-plus-usage models showed strong net revenue retention, with the caveat the report itself gives that model choice correlates with company type rather than causing the result.

**Primary pricing model, share of software companies**

 0%10%20%30%40%Hybrid, 2025 Hybrid, 2025: 41% 41%Hybrid, a year earlier Hybrid, a year earlier: 27% 27%Flat fee, 2025 Flat fee, 2025: 22% 22%Flat fee, a year earlier Flat fee, a year earlier: 29% 29%Seat-based, 2025 Seat-based, 2025: 15% 15%Seat-based, a year earlier Seat-based, a year earlier: 21% 21%Outcome-based, 2025 Outcome-based, 2025: 5% 5%

 0%10%20%30%40%Hybrid, 2025 Hybrid, 2025: 41% 41%Hybrid, a year earlier Hybrid, a year earlier: 27% 27%Flat fee, 2025 Flat fee, 2025: 22% 22%Flat fee, a year earlier Flat fee, a year earlier: 29% 29%Seat-based, 2025 Seat-based, 2025: 15% 15%Seat-based, a year earlier Seat-based, a year earlier: 21% 21%Outcome-based, 2025 Outcome-based, 2025: 5% 5%

Grey bars are the prior year. Another 25% of respondents expect to be outcome-based by 2028. Source: Growth Unhinged, 2025 State of B2B Monetization, 240+ software and AI companies surveyed April to May 2025.

## How to pick your value metric

The unit you charge for is the whole decision. Run each candidate through five tests.

*Test 01***It rises with customer value**

Messages delivered, resolutions, records enriched. Logins and API calls usually fail: customers can get more value with fewer of them.

*Test 02***The customer can forecast it**

A finance team should predict next quarter's bill from their own plans. Contacts and seats pass. Tokens fail unless translated into documents or conversations.

*Test 03***You can meter it exactly and show the meter**

Every example above exposes a usage log. If you can't show the count, you can't bill on it.

*Test 04***It tracks your cost closely enough to protect margin**

Snowflake's credits and OpenAI's tokens pass. A flat fee on an AI feature with per-request inference cost fails, the most common AI pricing mistake we see.

*Test 05***It is hard to game and doesn't punish good behaviour**

Per-user pricing discourages inviting colleagues. Charging for failed tasks, which Zapier avoids, punishes the customer for your bugs.

If nothing passes all five, use a hybrid: a platform fee that covers the fixed value and a usage component on the one metric that passes tests one and four.

## A worked example (illustration)

Hypothetical numbers for an AI document-review product, not a client's data.

- Inference and processing cost per document reviewed: $0.12
- Average customer reviews 2,000 documents a month, with a range from 200 to 15,000
- Target gross margin: 75%

Pure seat pricing at $99 a seat for a five-seat customer brings in $495 a month. At 2,000 documents the cost is $240 and gross margin is 52%. At 15,000 documents the cost is $1,800 and the customer is losing you $1,305 a month. The metric fails test four.

Pure usage at $0.48 a document (cost ÷ 0.25) gives 75% margin at any volume, but the 200-document customer pays $96 and the finance team at the 15,000-document customer sees a $7,200 bill they cannot predict. It passes test four and fails test two.

Hybrid: a $199 platform fee that includes 500 documents, then $0.40 a document. The 2,000-document customer pays $199 + $600 = $799 against $240 of cost, a 70% margin. The 200-document customer pays $199 against $24 of cost. The 15,000-document customer pays $199 + $5,800 = $5,999 against $1,800, a 70% margin, and can buy an annual commitment of 180,000 documents at $0.34 to bring the monthly bill down to a number they can budget. Every customer is above 70% margin and every bill is forecastable from a number the buyer already tracks.

The platform fee also does something the margin arithmetic doesn't show: it gives you a floor of recurring revenue to measure [CAC payback](https://roasexpert.com/blog/cac-payback-period-formula) against, which pure usage pricing makes hard.

| Model | 200 documents | 2,000 documents | 15,000 documents |
| --- | --- | --- | --- |
| Seats, 5 × $99 | $495 bill, cost $24 | $495 bill, cost $240, 52% margin | $495 bill, cost $1,800, loses $1,305 |
| Pure usage, $0.48 a document | $96 bill, 75% margin | $960 bill, 75% margin | $7,200 bill, 75% margin, unforecastable |
| Hybrid, $199 incl. 500 then $0.40 | $199 bill, cost $24 | $799 bill, cost $240, 70% margin | $5,999 bill, cost $1,800, 70% margin |

Cost is $0.12 per document reviewed. The hybrid holds margin at every volume and gives the buyer a bill they can budget.

## Mistakes to avoid

- Billing in a unit the buyer can't picture. Translate tokens into documents, compute seconds into jobs, credits into actions, on the pricing page and on the invoice.
- Tiers that only go up. If you must ratchet, say so, and let customers set a cap the way HubSpot does.
- No alerts. Zapier emails as you approach the limit and again when you reach it. Bill shock is the main reason buyers resist usage pricing, and alerts are cheap.
- Paying sales on booked usage. Commission on committed spend, with a clawback if actual usage lands under half of it, or your reps will sell commitments customers never use.
- Forgetting the free tier is a cost line. 100 free Zapier tasks cost Zapier almost nothing. 100 free AI document reviews at $0.12 each would cost $12 per sign-up. Size the free tier from your unit cost, not from a competitor's.
- Changing the exchange rate quietly. If a credit buys less next month, announce it a billing cycle ahead.

## Where ROAS Expert fits

Pricing is the first thing we look at in [product consulting](https://roasexpert.com/product-consulting) engagements for SaaS and AI startups, because it moves margin and payback faster than anything else on the roadmap. The usual output is a value-metric decision, a hybrid rate card with the margin arithmetic above filled in with your real costs, and a migration plan for existing customers. A [growth audit](https://roasexpert.com/audit) covers the pricing review on its own, and [pricing](https://roasexpert.com/pricing) is on the site.

**Want a rate card with your real costs in it?**

Product consulting for SaaS and AI startups starts with the value-metric decision, a hybrid rate card and a migration plan for existing customers. Teardown $2,000, retainers from $3,000 a month.

[Book a 30-minute call](https://roasexpert.com/contact)[See pricing](https://roasexpert.com/pricing)

## Questions

### What is an example of usage-based pricing?

Twilio charges $0.0083 per US SMS segment with no subscription, Snowflake bills compute credits per second while a warehouse runs, and Intercom charges from $0.99 for each support conversation its AI agent resolves. All three charge for a counted unit rather than a seat or a flat fee.

### What is the difference between usage-based and consumption-based pricing?

Nothing in practice. Consumption-based is the term cloud and data companies use, usage-based is the SaaS term. Both charge per counted unit. Outcome-based pricing is the distinct variant, where the unit is a result rather than an input.

### What is hybrid pricing?

A recurring platform or seat fee plus a usage component, usually with a block of usage included. The 2025 State of B2B Monetization survey found 41% of software companies used a hybrid model as their primary pricing, up from 27% the year before, making it the most common model.

### How do I choose a usage metric?

Pick the unit that rises with customer value, that the customer can forecast, that you can meter and display exactly, that tracks your cost closely enough to protect margin, and that doesn't punish good behaviour such as inviting colleagues. If no single unit passes all five tests, use a hybrid.

### Does usage-based pricing work for AI products?

It is closer to a requirement than a choice, because inference cost is itself usage-based. A flat seat price with per-request cost can lose money on heavy users. Most AI products land on a hybrid: a platform fee that includes an allowance, then a per-unit rate in a unit the buyer understands, such as documents or conversations rather than tokens.

[Growth Marketing](https://roasexpert.com/blog/tag/growth-marketing), [Product Consulting](https://roasexpert.com/blog/tag/product-consulting)

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  "sameAs" : [ "https://www.linkedin.com/company/roas-expert/", "https://www.crunchbase.com/organization/roas-expert", "https://wellfound.com/company/roas-expert", "https://www.upwork.com/agencies/1631604300620173312/", "https://x.com/roasexpert", "https://www.instagram.com/roasexperts/" ],
  "url" : "https://roasexpert.com/"
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://roasexpert.com/#website",
  "@type" : "WebSite",
  "alternateName" : "ROAS Experts",
  "name" : "ROAS Expert",
  "publisher" : {
    "@id" : "https://roasexpert.com/#org"
  },
  "url" : "https://roasexpert.com/"
}
```

```json
{
  "@context" : "https://schema.org",
  "@id" : "https://roasexpert.com/#rishabh",
  "@type" : "Person",
  "jobTitle" : "Founder",
  "name" : "Rishabh Gupta",
  "sameAs" : [ "https://www.linkedin.com/in/rishabh16/", "https://www.crunchbase.com/person/rishabh-gupta-fa2e", "https://adplist.org/mentors/rishabh-gupta", "https://mentorcruise.com/mentor/rishabhgupta/", "https://contra.com/rishabhg", "https://www.upwork.com/freelancers/~01f80e0179ab49fa4d", "https://clarity.fm/rishabh16", "https://topmate.io/rishabhg" ],
  "worksFor" : {
    "@id" : "https://roasexpert.com/#org"
  }
}
```

```json
{
  "@context" : "https://schema.org",
  "@type" : "FAQPage",
  "mainEntity" : [ {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Twilio charges $0.0083 per US SMS segment with no subscription, Snowflake bills compute credits per second while a warehouse runs, and Intercom charges from $0.99 for each support conversation its AI agent resolves. All three charge for a counted unit rather than a seat or a flat fee."
    },
    "name" : "What is an example of usage-based pricing?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Nothing in practice. Consumption-based is the term cloud and data companies use, usage-based is the SaaS term. Both charge per counted unit. Outcome-based pricing is the distinct variant, where the unit is a result rather than an input."
    },
    "name" : "What is the difference between usage-based and consumption-based pricing?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "A recurring platform or seat fee plus a usage component, usually with a block of usage included. The 2025 State of B2B Monetization survey found 41% of software companies used a hybrid model as their primary pricing, up from 27% the year before, making it the most common model."
    },
    "name" : "What is hybrid pricing?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "Pick the unit that rises with customer value, that the customer can forecast, that you can meter and display exactly, that tracks your cost closely enough to protect margin, and that doesn't punish good behaviour such as inviting colleagues. If no single unit passes all five tests, use a hybrid."
    },
    "name" : "How do I choose a usage metric?"
  }, {
    "@type" : "Question",
    "acceptedAnswer" : {
      "@type" : "Answer",
      "text" : "It is closer to a requirement than a choice, because inference cost is itself usage-based. A flat seat price with per-request cost can lose money on heavy users. Most AI products land on a hybrid: a platform fee that includes an allowance, then a per-unit rate in a unit the buyer understands, such as documents or conversations rather than tokens."
    },
    "name" : "Does usage-based pricing work for AI products?"
  } ]
}
```