Question: I need a service that provides real-time insights into my AI spending and usage trends.

If you want to keep a closer eye on your AI spending and usage patterns in real time, AI Spend is a good choice. The service monitors and tracks OpenAI API usage and spending, offering a single interface for monitoring usage, costs and trends. It also includes features like instant insights, a clean interface and cost analysis, along with alerts and usage analysis. The service protects your data with API keys stored in an industry-standard vault and lets you delete your data and history at any time. You can try it for free for a week, and it offers monthly and annual subscription plans with a 20% discount for the annual plan.

Another option is Props AI, an analytics service that's geared to help you maximize the performance and revenue of generative AI applications. It monitors user behavior and tracks application usage to get a better idea of how much you're spending on tokens and costs. Props AI also offers features like error and latency monitoring, model routing and usage-based billing that integrates with Stripe. The service is designed to be highly scalable and can be deployed quickly, with a range of pricing tiers to suit different needs, including a free Starter Plan and a PRO Plan at $47 per month.

If you want a more comprehensive solution, Athina is an enterprise-grade GenAI team platform. It monitors usage in real time, tracks costs and offers customizable alerts. Features include LLM Observability, Experimentation, Analytics and Insights, and support for popular frameworks and customizable models. It offers a range of pricing tiers to suit teams of different sizes, making it a good option for systematic experimentation and deployment.

Last, Align AI is a data analysis service geared to optimize Large Language Model (LLM)-based conversational products. It monitors user behavior in real time and offers insights into how well AI chatbots are working. Align AI can be deployed in the cloud or on-premise and offers custom pricing based on data usage. It's a good option for evaluating and optimizing the efficiency of AI chatbots in use across different industries.