8 Best Generative AI Usage-Based Billing Software in 2026

The text explores the challenges and solutions for AI companies needing reliable usage-based billing systems to manage token consumption, focusing on eight platforms: Orb, Metronome, Lago, m3ter, Stripe Billing, Maxio, Togai, and Zuora. Each platform offers unique strengths tailored to specific needs, such as complex pricing logic, high event volume, data ownership, and integration with existing systems like Stripe. Platforms like Orb and Metronome cater to AI companies with intricate pricing models and enterprise-level usage, while Lago appeals to teams requiring full control over billing data. Stripe Billing is ideal for those already in the Stripe ecosystem seeking straightforward integration, while Maxio targets finance-led teams in B2B SaaS with combined billing and revenue recognition needs. Togai enables rapid pricing model iteration without heavy engineering, and Zuora supports large enterprises with complex compliance demands. The text also highlights that these tools primarily focus on post-usage billing rather than real-time enforcement, suggesting the need for an additional layer like Stigg for pre-usage control to prevent overages.

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