
Customer Stories
How 1NCE scaled global IoT billing with Lago
Finn Lobsien • 2 min read
Jun 13, 2025
/5 min read

TL;DR:
Hybrid pricing—combining subscriptions and usage-based billing—is now a must for SaaS and AI companies. It balances predictable revenue with flexibility, improves customer retention, and captures more value from heavy users. All without exposing you to the downside of massive AI costs.
Hybrid pricing models are reshaping how SaaS and AI companies monetize their products. As usage-based billing becomes prevalent—especially for AI APIs and infrastructure—businesses need pricing strategies that balance predictable revenue with the flexibility customers demand. This shift is driven by the need to align costs with real consumption, manage complex billing events, and support rapid product innovation.
Hybrid pricing combines two or more pricing strategies—such as subscriptions, pay-as-you-go, and tiered models—into a single, flexible offering. This approach allows SaaS companies to:
For example, Salesforce offers subscription tiers for predictable access to core features, with usage-based add-ons for advanced analytics or AI-driven services. Slack uses a similar model, combining per-user subscriptions with usage-based charges for extra storage or premium integrations[1].
Other examples are subscriptions that include usage (but charge overages when users use more) or credit-based pricing models.
Example: An AI platform like Cerebrium might charge a monthly subscription for basic access, with additional fees for GPU-hours or token usage as customers scale their workloads.
Before implementing a hybrid approach, it’s critical to understand there are two extremes in SaaS pricing models:
Most other models like credit-based pricing, subscriptions with overages or just about anything else can be considered a hybrid model that combines aspects of both.
Hybrid pricing is not just theory—it’s powering growth for leading SaaS and AI companies:
These models let companies capture predictable revenue while monetizing high-value, high-usage customers.
Hybrid pricing introduces complexity. Companies must manage:
Without robust billing infrastructure, these challenges can lead to errors, delayed cash flow, and poor customer experience.
For example, an AI company billing per million tokens with a subscription floor needs to meter burst traffic, apply overage rules instantly, and generate accurate invoices—without manual intervention.
Lago is designed for SaaS and AI companies facing these exact challenges. Its platform processes up to 15,000 billing events per second, supporting all major pricing models—subscriptions, usage-based, prepaid credits, and add-ons. Key features include:
Lago’s API-first approach means engineering teams can implement complex pricing in days, not quarters, and avoid the feature bloat or vendor lock-in common with legacy billing systems.
Tip: Invest in a quote-to-cash solution to streamline the entire billing process and reduce errors.
The optimal model depends on your product, customer base, and market. Hybrid pricing often delivers the best balance of predictability and flexibility, especially for companies with variable usage patterns or diverse customer segments.
Hybrid pricing models are now the standard for SaaS and AI companies aiming to maximize revenue and customer retention. They offer the flexibility to serve a wide range of customers, optimize for both predictable and variable revenue, and adapt to fast-changing usage patterns. The technical demands of hybrid pricing require a billing platform that can meter, price, and invoice at scale, with developer-friendly APIs and robust analytics.
Lago provides the infrastructure to make hybrid and usage-based billing radically simple, supporting rapid go-lives, real-time event processing, and seamless integration with your existing stack. For SaaS and AI companies ready to move beyond legacy billing, hybrid pricing—powered by the right platform—is the path to sustainable growth and customer satisfaction[2][1].
[1] https://www.moesif.com/blog/technical/api-development/SaaS-Pricing-Models/
[2] https://dealhub.io/glossary/hybrid-pricing/
[3] https://cpl.thalesgroup.com/software-monetization/saas-pricing-models-examples
[4] https://staxbill.com/blog/hybrid-pricing-strategies-combine-recurring-billing-with-one-time-sales/
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