Current Traditional SaaS Model
$85
72%
3.0%
$5.00
Target AI-Native Model
500
$0.250
$0.050
5.0%
Traditional SaaS Metrics
MRR
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ARR
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Gross Profit
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Net Rev (Yr 1)
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LTV/User
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Yr 3 ARR
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AI-Native Metrics
MRR (Month 1)
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ARR (Month 1)
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Gross Margin
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Net Rev (Yr 1)
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LTV/User
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Yr 3 ARR
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Margin Comparison
SaaS Gross Margin72%
AI-Native Gross Margin--
AI-Native Margin (Yr 3, with cost decline)--
Break-Even Analysis
Crossover Month
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Yr 3 Revenue Delta
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Adjust inputs to see when the AI-native model overtakes traditional SaaS revenue.
Revenue Volatility
Traditional SaaS
Low volatility. Predictable MRR with gradual churn erosion. Revenue ceiling bounded by seat count.
AI-Native
Higher volatility, higher ceiling. Usage fluctuates but compounds with adoption. Expansion revenue built-in.
Customer Economics Comparison
Metric Traditional SaaS AI-Native Advantage
Interactive Scenarios

Toggle scenarios to see how different conditions affect the comparison. Multiple scenarios can be active simultaneously.

Pricing Strategy Advisor

Industry Benchmarks (Feb 2026)

SaaS Avg. Gross Margin72%
AI-Native Avg. Gross Margin55%
SaaS Avg. ARPU$85/mo
AI-Native Avg. Rev/User$120/mo
SaaS Avg. Monthly Churn3-5%
AI-Native Usage Growth5-15%/mo

Notable Transitions

GitHub Copilot — $10-19/seat/mo to consumption-based enterprise tiers. Revenue growth 40%+ YoY.
Intercom Fin — $0.99/resolution. Only charges for successful AI resolutions. Pioneer of outcome pricing in support.
Zendesk AI — $1.50/automated resolution. Hybrid base + outcome model.
Sierra AI — Pay-per-outcome pioneer. No charge for escalations to humans. WeightWatchers, Casper, Sonos as clients.
Notion AI — $8-10/member add-on for AI features. Layered on top of per-seat base.