7 SaaS Pricing Models Analyzed: From Freemium to Token-Based

  <h2>Why Traditional Per-Seat Pricing is Failing AI Companies</h2>
  <p>Per-seat pricing worked when software costs were purely fixed server overhead. In the age of AI, where every prompt incurs variable GPU inference costs, seat-only pricing risks severe margin decay as power users scale consumption.</p>

  <h3>Comparing Modern Monetization Strategies</h3>
  <ul>
    <li><strong>Freemium with Generous Free Tier:</strong> Maximizes top-of-funnel discovery; best for tools with low marginal serving costs.</li>
    <li><strong>Usage-Based Metering:</strong> Charges per API call, gigabyte, or token; perfectly aligns software value with operational expenses.</li>
    <li><strong>Hybrid Base + Credits:</strong> A predictable base monthly subscription bundled with monthly credits, with simple top-ups for heavy users.</li>
  </ul>

  <p>Choose the model that mirrors where your user derives direct business value.</p>