TL;DR
- ProfitWell (free, now part of Paddle) is the best starting point for pricing intelligence. MRR, churn, LTV, cohort analysis — all free. Every SaaS company should have ProfitWell connected, even if they use other tools for experimentation.
- Chargebee is the best pricing experimentation tool. A/B testing for pricing pages, trial configurations, and checkout flows. From ~$599/month. Best for growth-stage teams running frequent pricing tests.
- Stripe is the billing default. 2.9% + $0.30 per transaction, developer-first APIs, excellent usage-based billing. If you need reliable payment processing with subscription management, Stripe is the answer.
- Paddle is best for teams outsourcing global tax compliance. 5% + $0.50 per transaction, acts as Merchant of Record, includes ProfitWell analytics built-in.
- Orb is the best for usage-based billing. Modern API-first approach, real-time metered billing. Best for companies whose pricing model is primarily usage-based — API calls, compute, storage.
The Biggest Gap in Most Pricing Stacks Is Experimentation
Most SaaS companies think of pricing as one decision. They pick a model, set some tiers, and move on. But pricing is actually three layers of infrastructure that need to work together.
Intelligence tells you your current MRR, churn, LTV, expansion rate, and cohort trends. Experimentation lets you test different prices, trial lengths, and package configurations. Billing collects the money and manages subscriptions, dunning, and expansion.
Here is the gap I see most often: companies have billing — Stripe — and intelligence — ProfitWell — but no experimentation layer. Every pricing change is a leap of faith. They raise prices because a competitor did. They change packaging because a board member suggested it. They do not test. They guess.
The tool that pays for itself fastest is the one that lets you test pricing changes instead of guessing. A 1% pricing improvement drives an 11% increase in operating profit, per McKinsey research. But you cannot improve what you do not test.
"I've seen companies spend months debating pricing models and zero minutes testing them. The companies that win are not the ones with the smartest pricing theory. They are the ones that run the most pricing experiments."
— Jake McMahon, ProductQuant
Layer 1: Pricing Intelligence
Intelligence is the foundation. You cannot experiment effectively if you do not know your baseline numbers.
ProfitWell (by Paddle) — Best Free Pricing Intelligence
Price: Free · Best for: Every SaaS company
ProfitWell connects to Stripe, Chargebee, Braintree, and other billing platforms to produce MRR, churn, LTV, cohort analysis, and expansion revenue dashboards. It is the default pricing intelligence tool for SaaS — free, accurate, and universally compatible.
What it does well: MRR waterfall charts, cohort retention analysis, expansion revenue tracking, and benchmarking against anonymized SaaS data. It tells you exactly where your revenue is coming from and where it is going.
Where it falls short: it tells you what is happening, not what to change. No pricing experimentation, no A/B testing for prices, no competitive pricing intelligence. That is not its job. Intelligence and experimentation are different layers.
Every SaaS company should have ProfitWell connected. It is free, takes 10 minutes to set up, and gives you the baseline numbers every pricing decision needs.
Layer 2: Pricing Experimentation
Experimentation is the layer most companies skip. It is the difference between knowing your pricing is wrong and actually fixing it.
Chargebee — Best for Pricing Tests
Price: From ~$599/month · Best for: Growth-stage teams running pricing experiments
Chargebee is the only billing platform with native pricing experimentation: A/B testing for pricing pages, trial configurations, and checkout flows. You can test different price points, package configurations, and trial lengths without engineering involvement.
What it does well: pricing page A/B testing, trial length experiments, multi-region and entity pricing, comprehensive revenue recognition, and 50+ payment gateway support.
Where it falls short: $599/month starting price is meaningful for early-stage companies. The platform is complex — you need someone who understands subscription billing to manage it.
When to pick Chargebee: You are above $10M ARR, running frequent pricing tests, and need native A/B testing for pricing pages and trial configurations.
Stripe Billing — Best for Developer-Led Pricing Tests
Price: 2.9% + $0.30 per transaction · Best for: Engineering teams running custom pricing experiments
Stripe Billing supports usage-based and metered billing, tiered and hybrid pricing, automated dunning with smart retries, and global currency support. If your engineering team builds custom pricing experiment logic on top of Stripe's APIs, you can test almost anything.
What it does well: developer APIs, usage-based billing, complex proration, hybrid plans, and automated revenue recovery.
Where it falls short: no native A/B testing for pricing. You have to build the experiment logic yourself. No financial reporting or revenue recognition.
When to pick Stripe Billing: You are under $10M ARR, have engineering bandwidth to build custom experiment logic, and want the simplest billing infrastructure.
Paddle — Best for Set It and Forget It Pricing
Price: 5% + $0.50 per transaction · Best for: Teams outsourcing compliance
Paddle combines billing, tax compliance, and ProfitWell analytics in one platform. It acts as Merchant of Record — legally assuming tax liability, handling chargebacks, and filing VAT, GST, and sales tax across 200+ countries.
What it does well: fully automated global tax compliance, built-in ProfitWell analytics, fraud detection, and chargeback management.
Where it falls short: 5% + $0.50 is 3-5x more than Stripe per transaction. At $100K MRR, that is roughly $5,000/month versus $3,000/month for Stripe plus TaxJar.
McKinsey research shows that a 1% improvement in pricing drives an 11% increase in operating profit. Yet most SaaS companies test pricing less than once per year. The experimentation gap is the single largest source of left-on-the-table revenue.
Layer 3: Billing and Payment Infrastructure
Billing is the layer that collects the money. Everything else drives toward this. If billing is broken, intelligence and experimentation do not matter.
Stripe — The PLG Default
Price: 2.9% + $0.30 · G2: 4.7/5
Stripe is the billing infrastructure for most PLG companies. Developer-first APIs, excellent documentation, usage-based and metered billing, automated dunning, global currency support. If your team already uses Stripe for payments, adding Billing is seamless.
Pick Stripe if: You want reliable, developer-friendly billing with the largest ecosystem of integrations.
Chargebee — Best for Multi-Gateway Flexibility
Price: From ~$599/month · G2: 4.5/5
Chargebee sits on top of 50+ payment processors, giving you gateway-agnostic billing. If you operate in markets where Stripe is not optimal — Europe, Asia, Latin America — Chargebee's multi-gateway routing matters.
Pick Chargebee if: You need multi-gateway flexibility, pricing experimentation, or comprehensive revenue recognition.
Paddle — Best for Compliance Outsourcing
Price: 5% + $0.50 · G2: 4.1/5
Paddle is a Merchant of Record — it legally assumes tax liability, handles chargebacks, and files across 200+ countries. The fee premium buys you complete compliance automation.
Pick Paddle if: You are a small team selling globally and do not want to hire a tax compliance person.
Orb — Best for Usage-Based Billing
Price: Custom · Best for: API, compute, or storage-based pricing
Orb is a modern usage-based billing infrastructure. Real-time metered billing, transparent pricing, developer-first APIs. If your pricing model is primarily usage-based — API calls, compute, storage — Orb is purpose-built for it.
Pick Orb if: Usage-based billing is your core pricing model and Stripe's metered billing is not flexible enough.
Pricing Strategy Workbook
9-part framework covering pricing models, value metrics, tier design, packaging experiments, and expansion pricing.
The Pricing Stack by Stage
Here is how the three layers combine at each funding stage. The goal is not to buy the most expensive tools. The goal is to buy the minimum set that produces a functioning pricing system.
Seed and Series A ($0-$10M ARR) — ~$0 + transaction fees
| Layer | Tool | Monthly Cost |
|---|---|---|
| Intelligence | ProfitWell | $0 |
| Experimentation | Manual (Stripe custom logic) | Engineering time |
| Billing | Stripe | 2.9% + $0.30/txn |
| Total | ~$0 + transaction fees |
Most Series A companies do not need Chargebee yet. Run pricing experiments manually through Stripe — change prices for specific cohorts, measure the downstream impact on MRR and churn.
Series B ($10M-$30M ARR) — ~$600-$2,400/month
| Layer | Tool | Monthly Cost |
|---|---|---|
| Intelligence | ProfitWell | $0 |
| Experimentation | Chargebee Growth | $599-$1,200 |
| Billing | Chargebee or Stripe | $599-$1,200 or 2.9% + $0.30 |
| Total | ~$600-$2,400/month |
Series C+ ($30M+ ARR) — ~$2,400-$6,000/month
| Layer | Tool | Monthly Cost |
|---|---|---|
| Intelligence | ProfitWell + custom dashboards | $0 + engineering |
| Experimentation | Chargebee Enterprise or custom | $1,200-$3,000 |
| Billing | Chargebee or multi-gateway | $1,200-$3,000 |
| Total | ~$2,400-$6,000/month |
The Tool Nobody Talks About: Your Pricing Page
Your pricing page is your most important pricing tool. No software can fix a pricing page that does not communicate value. The best pricing experiment tools in the world cannot save a pricing page that lists features instead of outcomes.
Before you buy a pricing experimentation tool, fix your pricing page. Show outcomes, not features. Show the cost of inaction, not just the price. Make the comparison between tiers obvious, not cryptic. For the complete guide on SaaS pricing strategy, see our full framework.
FAQ
Do I need a pricing experimentation tool?
If you are under $10M ARR, probably not. Run pricing experiments manually through Stripe — change prices for specific cohorts, measure the downstream impact on MRR, churn, and expansion. Above $10M ARR, Chargebee's native A/B testing for pricing pages and trial configurations saves engineering time and produces faster results.
Can I use ProfitWell with Stripe?
Yes. ProfitWell connects directly to Stripe and produces MRR, churn, LTV, cohort analysis, and expansion revenue dashboards. It is free and takes 10 minutes to set up. Every SaaS company should have ProfitWell connected, even if they use other tools for pricing experimentation.
Is Paddle worth the higher fees?
At low-to-mid MRR — $10K-$50K per month — if you are selling globally and do not have a tax compliance team, Paddle's Merchant of Record protection is genuinely valuable. At higher MRR — above $100K per month — the fee differential becomes significant, and most companies should negotiate custom pricing or switch to Stripe with a tax service.
What is the difference between pricing intelligence and pricing experimentation?
Intelligence tells you what is happening — MRR, churn, LTV trends. Experimentation lets you test changes — different prices, trial lengths, package configurations. You need both. But start with intelligence. You cannot experiment effectively if you do not know your baseline numbers.
When should I switch from Stripe to Chargebee?
When the engineering time you spend building custom pricing experiment logic in Stripe costs more than Chargebee's $599/month subscription. For most companies, that crossover happens around $10M ARR, when pricing changes become frequent enough to justify a dedicated platform.
Should I use Orb for usage-based billing?
If your pricing model is primarily usage-based — API calls, compute, storage — and Stripe's metered billing is not flexible enough for your needs, Orb is purpose-built for it. The real-time metering and transparent pricing make it the strongest option for pure usage-based models.
Sources
- Flexprice — Best Usage-Based Pricing Tools — UBP tools compared (note: vendor bias). 3,108 words.
- ProfitWell — SaaS Pricing Guide — Comprehensive pricing analysis. 4,858 words.
- Paddle — Pricing Strategy — Pricing strategy guide. 3,368 words.
- Baremetrics — Pricing Experiments — Experiments approach and best practices. 1,420 words.
- Bain — Pricing Research — Bain insights on pricing experiments.
- ProductQuant — SaaS Pricing Strategy Guide — Complete pricing framework.
- ProductQuant — The Cost of Bad Pricing — Financial impact of pricing errors.
About the Author
Jake McMahon builds growth infrastructure for B2B SaaS companies — analytics, experimentation, and predictive modeling that turns product data into revenue decisions. He has advised companies on pricing strategy, billing infrastructure, and pricing experimentation across multiple engagements. Book a diagnostic call to discuss your pricing infrastructure.
Get the Pricing Strategy Workbook
9-part framework covering pricing models, value metrics, tier design, packaging experiments, and expansion pricing. Built from real pricing engagements.