Question: Is there a platform that offers a unified billing and analytics system to track AI app performance and costs across multiple users and models?

If you need a platform with unified billing and analytics to monitor AI app performance and expenses across multiple users and models, MindStudio is a good option. This no-code AI application development platform lets you build custom AI tools and automations without writing any code. It comes with personalized AI assistants, model selection and comparison, integration with multiple data sources, and a unified billing and analytics system. MindStudio has tiered pricing plans to suit different needs, with costs ranging from $0.33 to $36.00 per 1 million tokens.

Another option is Athina, an end-to-end platform for enterprise GenAI teams. Athina lets you monitor in real time, track costs and set up custom alerts, which is good for teams that want to experiment, measure and optimize their AI applications. It supports popular frameworks and has features like LLM Observability, Experimentation and Analytics. Athina has flexible pricing from free to enterprise levels, so it's good for teams of any size.

If you want centralized access to a range of private and open-source AI models, Gooey is a good option. Gooey has unified billing, a low-code interface and hot-swappable AI models. It can integrate with custom data sources and communication channels like Slack and WhatsApp. Gooey's flexible pricing options include a free starter plan and commercial usage plans, with credits costing between $0.02 to $0.01 depending on the plan.

Last, Props AI is an analytics platform geared for generative AI companies. It tracks user behavior, monitors and bills applications, and has features like per-user breakdown of tokens and cost, error and latency tracking, and usage-based billing. Props AI is designed to optimize performance and revenue with high uptime and fast setup times, so it's a good option for developers and companies building generative AI applications.