惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Microsoft Azure Blog
Microsoft Azure Blog
量子位
小众软件
小众软件
C
Cybersecurity and Infrastructure Security Agency CISA
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
T
Tenable Blog
V
Vulnerabilities – Threatpost
Know Your Adversary
Know Your Adversary
T
Threat Research - Cisco Blogs
Latest news
Latest news
Spread Privacy
Spread Privacy
C
Cyber Attacks, Cyber Crime and Cyber Security
NISL@THU
NISL@THU
T
Tor Project blog
Hacker News: Ask HN
Hacker News: Ask HN
V2EX - 技术
V2EX - 技术
T
The Exploit Database - CXSecurity.com
博客园 - 三生石上(FineUI控件)
K
Kaspersky official blog
Cyberwarzone
Cyberwarzone
博客园 - 叶小钗
博客园 - 聂微东
Last Week in AI
Last Week in AI
爱范儿
爱范儿
腾讯CDC
博客园 - Franky
美团技术团队
J
Java Code Geeks
O
OpenAI News
L
Lohrmann on Cybersecurity
Simon Willison's Weblog
Simon Willison's Weblog
有赞技术团队
有赞技术团队
T
Threatpost
G
GRAHAM CLULEY
Hugging Face - Blog
Hugging Face - Blog
博客园 - 【当耐特】
宝玉的分享
宝玉的分享
I
Intezer
N
News and Events Feed by Topic
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
CTFtime.org: upcoming CTF events
CTFtime.org: upcoming CTF events
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻
T
The Blog of Author Tim Ferriss
S
Security @ Cisco Blogs
Forbes - Security
Forbes - Security
N
News | PayPal Newsroom
Stack Overflow Blog
Stack Overflow Blog
Scott Helme
Scott Helme
H
Hacker News: Front Page
Cloudbric
Cloudbric

Forbes - Innovation

Why Do Humans Have Fingerprints? Hint: It’s Not What You Think Booking.com Confirms Data Breach, Reservation PIN Codes Changed Why Major News Sites Are Blocking The Internet Archive’s Wayback Machine iPhone Fold Release Date: New Report Details Frustrating Apple News Comet Tracker: How To See Pan-STARRS And Three Planets On Wednesday NYT Mini Crossword Today: Tuesday, April 14 Hints And Answers Today’s NYT Strands Hints, Spangram, Answers: Tuesday, April 14 (It’s A Little Unclear) Today’s Wordle #1760 Hints And Answer For Tuesday, April 14 Most Of The Microplastics In Urban Air Come From Tires Today’s Wordle #1759 Hints And Answer For Monday, April 13 NYT Mini Crossword Today: Monday, April 13 Hints And Answers NYT Pips Today: Hints, Answers And Walkthrough For Monday, April 13 The YC Chief Who Codes 10,000 Lines A Day Has A Simple Secret Samsung Expands One UI 8.5 Beta To More Galaxy Owners Why You Should Stop Using Your iPhone If It’s On This List Chamath Says Firms That Treat AI As A Strategy Hand Rivals Their Edge 3 Unexpected Habits Of Secure Couples, By A Psychologist The First Lamp That Folds Your Clothes Samsung’s Disappointing Price Update For Galaxy Phone Buyers 3 Subtle Signs Someone Is Falling In Love With You, By A Psychologist Do Mantis Shrimp See More Colors Than Humans? A Biologist Explains NYT Connections Answers Explained For Monday, April 13 (#1,037) NYT Connections Hints Today: Monday, April 13 Clues And Answers (#1,037) LEGO Luigi & Mach 8 (72050) Review: 2026’s Best Set Yet? Marc Andreessen Says AI Productivity Will Trigger A Hiring Boom 3D Printing Is The Ultimate Hack To Reduce Household Spending Apple iPhone Fold: Striking Design Revealed In Leaked Photos Apple Smart Glasses: New Leak Reveals A Major Design Twist To Beat Meta Tested: The AI Coming To The Rivian R2 Quordle Hints Today: Monday, April 13 Clues And Answers Companies And H-1B Employees Endure Immigration Waits At Consulates 3 Easy Ways To Turn Anxiety Into Sustained Focus, By A Psychologist Here’s The Most Affordable Humanoid Robot You Can Buy Now UFC 327 Results: 5 Biggest Takeaways From A Wild Night In Miami UFC 327 Results, Bonus Winners, Highlights And Reactions Dana White Announces Huge New Fight For UFC White House Today’s NYT Strands Hints, Spangram, Answers: Sunday, April 12 (Get Ready) Tesla ‘Model 2’ Rises From The Ashes Today’s Wordle #1758 Hints And Answer For Sunday, April 12 NYT Pips Today: Hints, Answers And Walkthrough For Sunday, April 12 Tyson Fury Vs. Arslanbek Mahkmudov Results: Highlights and Reaction NYT Mini Crossword Today: Sunday, April 12 Hints And Answers How Shadow AI Culture Is Destroying Your Business Venture Capital Funds That Market Like Startups Win More Deals Conor Benn Vs. Regis Prograis Results: Highlights and Reaction Samsung’s Disappointing Price Update For Galaxy Phone Buyers Artemis Reached The Moon. The Grid Can Reach The 21st Century A Biologist Explains How Archerfish Shoot Down Prey. Hint: Their Aim Rivals Human Throwing Is It Time For Apple To Forget About The MacBook Air NYT Connections Hints Today: Sunday, April 12 Clues And Answers (#1036) Trump’s 2027 Budget To Reshape U.S. Environmental And Energy Policy CDC Delays Reporting Of COVID-19 Vaccine Benefits—Here’s What To Know Oura Has Designed A Solution To A Big Smart Ring Problem Netflix’s Best New Show Has A Near-Perfect 95% Rotten Tomatoes Score Coachella 2026 Is Being Taken Over By Creator Streams Quordle Hints Today: Sunday, April 12 Clues And Answers This Startup Wants To Use AI To Help Digitize History How To Get The Best Shield In ‘Crimson Desert’ Microsoft Venom Attack Targets C-Suite Executives ‘Maul: Shadow Lord’ Sets Even More Star Wars Rotten Tomatoes Records 3 Ways Happy Couples Argue Differently, By A Psychologist Success For Leapmotor Might Have Negatives For Stellantis New Names Surface As Potential Rogue And Wonder Woman In The MCU And DCU 4 Reasons Artemis Mission Matters Even If You Think It Is Wasteful Fast ‘Crimson Desert’ Patch Adds New Moves, Shield Hiding And One Great Feature Why Do Humans Blush? An Evolutionary Biologist Explains The Signal We Can’t Control Apple iPhone Fold: Striking Design Revealed In Leaked Photos Adobe Attacks Underway—Windows And Mac Users Given 72 Hours To Update iOS 26.4.1 Release: Crucial iPhone Feature Update Arrives, But No Security Fix Fury vs. Makhmudov Full Card, Ring Walk Times and How to Watch Can’t Stand Liquid Glass? This New Hidden iPhone Setting Is A Game-Changer Test-Driving The 2026 Changan Deepal S05: Italian Style Made In China NSA Warning—Reboot Your Internet Router Now Ways That Human-AI Collaboration Slides People Into ‘AI Brain Fry’ And Cognitive Downturns Stop Using These Networks—Google, NSA And TSA Warn NASA Changes Moon Plan: Landing Now Depends On SpaceX Or Blue Origin Samsung Expands One UI 8.5 Beta To More Galaxy Owners The Evolution Of Programmable Hardware At Xilinx NYT Mini Today: Saturday, April 11 Hints And Answers Today’s NYT Strands Hints, Spangram, Answers: Saturday, April 11 (You’re Putting Me On) Splashdown! NASA’s Artemis II Returns To Earth After Moon Mission Attention Is All You Need. The Human Kind Is Still The One That Counts Today’s Wordle #1757 Hints And Answer For Saturday, April 11 NYT Pips Today: Hints, Answers And Walkthrough For Saturday, April 11 Android Circuit: Galaxy S27 Pro Emerges, Honor 600 Pre-Order Offers, Pixel 11 Display Leaks Apple Loop: iPhone 18 Pro Leak, Urgent iOS Update, MacBook Neo Issues Morgan Stanley Has Mostly Positive Outlook On Tesla Robotaxi, FSD V15 Running Out Of AI Tokens Faster Than Ever? Here’s Why CoreWeave Shares Pop 13% After Anthropic Deal ‘Euphoria’ Season 3’s Rotten Tomatoes Score Crashes, Has Lost Key Player People Don’t Agree On What AI Can Do, But They Don’t Even Use The Same Product ‘Overwhelming’—Google Issues Gemini Update For Gmail Users NYT Connections Hints Today: Saturday, April 11 Clues And Answers (#1035) Quordle Hints Today: Saturday, April 11 Clues And Answers The Costly Dream Of Space-Based AI Infrastructure Can You See The Watcher In This ‘Daredevil: Born Again’ Shot? Adobe Attacks Underway—Windows And Mac Users Given 72 Hours To Update You Just Watched The Backdoor Pilot For ‘The Pitt: Night Shift’ Are Nicotine Pouches Like Zyn And VELO Safe To Use? A Doctor Answers Human Resources (HR) Is The Key To AI Success Per WalkMe ( SAP)
Moving Beyond Fixed Pricing Through Usage-Led Subscriptions
Kashif Saleem · 2026-05-19 · via Forbes - Innovation

Kashif Saleem is the Founder and CEO of SubscriptionFlow, an AI-native billing engine built to optimize recurring revenue operations.

getty

Subscriptions have traditionally been associated with revenue predictability. Conventional subscriptions follow the fixed-rate billing model, charging the same amount to every user on the same plan. This gives businesses the financial stability they need through consistent income and stable growth forecasts.

However, subscription products are increasingly becoming more diverse and dynamic. SaaS businesses are finding out that their products don’t fit the traditional fixed-fee model. In this scenario, usage-based billing often seems like the better option, leading many founders to question whether they should stick with subscriptions or switch to usage-based billing entirely.

​In light of this dilemma, more organizations are moving forward with usage-led subscriptions. Rather than needing two separate pricing models for subscription and usage-based billing, businesses are merging these models to create subscription experiences that are shaped by usage.

The False Choice: Subscription Versus Usage

It's not uncommon for founders to think they need to choose between predictable income (subscriptions) and flexibility (usage-based billing). But customers care more about fair prices and good value as opposed to the pricing model being used. ​

If businesses force one pricing model over the other, they can risk overcharging their low-usage customers or undercharging the ones with high usage. Customers want both predictability and flexibility, not one or the other. ​

Assuming all customers use your product the same way may hold for physical goods, but it breaks down for SaaS and AI products, where usage varies widely over time. In these environments, a rigid pricing model can create misalignment, which is where a more flexible, usage-informed approach can be helpful.​

What Usage-Led Subscriptions Look Like

A usage-led subscription is a hybrid billing model that combines fixed and usage-based charges. It has two components: the foundation and the growth layer. The foundation is the base subscription fee, and the growth layer is the usage-based charge.

Base subscription fees keep the business model subscription-based, as they are fixed and remain the same every cycle. These can be platform or core-feature fees reflecting minimum customer commitment. Base fees give customers a clear starting point, adding predictability to their charges.

Usage-based charges, on the other hand, are the flexible top layer. A customer’s usage determines how much they pay on top of the base fee. Usage-based charges also align with how much value the customers derive from the product. Value can be in terms of API calls, data usage, number of active users or transactions. That entirely depends on the nature of the product.

While the subscription model keeps income predictable to some extent, the usage-based model offers room for natural revenue growth.

Why Founders Are Moving Toward Hybrid Models

There are three main reasons why more organizations are shifting toward usage-led subscriptions:

1. Fees align with customer value.

Customers pay in proportion to the value received. It makes subscription bills fair for both heavy and light users. Both customer types pay the minimum commitment fee, and then pay according to what they use. This helps to build trust and fairness.

2. Businesses get access to natural expansion revenue.

​Revenue expansion tends to emerge more organically in usage-based models. As customers deepen adoption—whether through increased activity, broader feature use or scaling operations—revenue grows alongside that usage, reducing the reliance on forced upgrades or pricing step-changes.​

3. There is lower entry friction for customers.

Pricing plans that are too high from the start can scare customers off, especially those who are unsure about their actual usage. A hybrid model makes it so they can pay the base fee at first and grow into higher spending if necessary.

Complexity Can’t Be Avoided

Combining subscription and usage-based fees is a complex task that is difficult to get right. Founders can’t underestimate the difficulty of actually implementing this model.

To begin with, businesses need to define what counts as a billable event for their product and how usage will be measured. After setting up the usage metrics in place, they need a real-time usage tracker. Only once usage-tracking is accurate can they confidently convert usage into fees.

Another challenge is communicating pricing clearly to customers. Hybrid pricing can be confusing, and confusing charges can discourage customers from signing up. It needs to be made clear what will count as usage for them, and how much they will pay for that.

Third, if bills are unexpected, they can again become a churn driver. Billing surprises can happen when a customer’s usage deviates from their usual pattern, or if a user ends up consuming more than usual. These surprises must be prevented. Consider usage alerts for customers to make usage visible and set caps that make prevention possible.

Lastly, forecasting revenue remains a challenge. The base-fee billing layer provides predictability to some extent, but usage is still fluctuating. ​​​

What Founders Need To Get Right Early

To get usage-led subscriptions right, founders can follow these guidelines:

Don’t overcomplicate pricing.

Pricing can easily get overcomplicated if there are too many usage metrics involved. Such pricing slows down sales by confusing customers, so keeping billing clear and transparent is important.

Define the right value metric.

Charge only for what adds real value. Usage-based billing shouldn’t be attached to random metrics. For example, if you provide access to an LLM, charge for those queries that generate valuable responses, not for generic replies like "you’re welcome" or "how may I help you."

Ensure your billing system can evolve.

​Pricing rarely remains static. As products evolve, so do value metrics and packaging. This makes it important to make sure your billing infrastructure can adapt over time.

​Conclusion

As more companies consider usage-led subscriptions as a part of their strategy, following these guidelines can help ensure this approach becomes a successful part of a sustainable, customer-aligned growth model.


Forbes Technology Council is an invitation-only community for world-class CIOs, CTOs and technology executives. Do I qualify?