Amberflo

Amberflo is a developer-focused platform that enables real-time metering and usage-based pricing and billing for modern cloud applications. These features were extended to GenAI applications and large language models (LLMs) in January 2024. The company provides pre-built meters to track and aggregate LLM usage across various dimensions, such as per-customer, per-team, and per-user levels, offering granular insights into costs and usage. The platform utilizes proprietary non-relational back-ends that claim to provide high levels of accuracy, scalability, and idempotency in metering operations. 

The platform also supports multimodal query routing and allows seamless switching between LLM vendors. Amberflo facilitates flexible usage-based or hybrid pricing plans, enabling businesses to correlate revenue with LLM costs and usage while delivering on-demand metered invoicing and billing.

Key customers and partnerships

Notable enterprises that used Amberflo included Featurebase and personal.ai (December 2024). 

Key competitors: None under coverage (Amberflo specifically provides pre-built meters that track and aggregate LLM usage.)