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AI Prompt Cost is a drop-in OpenAI-compatible proxy that reveals prompt-level costs, tracks usage by team and feature, and compares versions side by side. Change one base URL and add a header to get dashboards for spend, volume, and trends without touching your data. The service logs only metadata—no prompts or responses—so you keep full privacy while gaining clear cost attribution and controlsee more

APIAnalyticsArtificial Intelligence
Feb 20, 2026

Founder

Uunknown

Screenshots

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About

Are you finding that your AI initiatives are starting to generate significant, yet opaque, costs? Managing expenses across multiple models, features, and team members using large language models can quickly become a black box, making budgeting and optimization nearly impossible. Introducing 263. AI Prompt Cost, the essential solution designed to bring crystal clear visibility to every single interaction your application makes with your AI services. This isn't just another monitoring tool; it's a seamless, OpenAI compatible proxy that sits directly in your existing infrastructure. By simply changing one base URL and adding a small header, you instantly unlock powerful, prompt-level cost attribution. Imagine knowing exactly how much that complex chain of reasoning cost versus a simple query, or which specific feature within your application is driving the majority of your spend. This level of detail empowers you to make informed decisions about model selection, prompt engineering efficiency, and overall resource allocation, transforming guesswork into strategic financial planning.

What truly sets AI Prompt Cost apart is its commitment to providing deep insights without ever compromising your sensitive data. We understand that privacy is paramount. That is why our system is engineered to log only the necessary metadata—the usage statistics, the volume, and the associated costs—while strictly avoiding the logging of the actual prompts or the responses generated. This means you gain comprehensive dashboards detailing spend trends, usage volume across your entire organization, and the ability to compare the performance and cost of different prompt versions side by side. Whether you are optimizing for cost efficiency, tracking adoption rates across different departments, or trying to pinpoint performance bottlenecks, this tool gives your team the analytical firepower needed to control your AI budget proactively. It’s about taking back control, ensuring every dollar spent on generative AI delivers maximum measurable value, all while maintaining complete operational privacy and simplicity of integration.

Implementing AI Prompt Cost is designed to be friction-free. Because it operates as a drop-in proxy, integrating it into your existing development workflow requires minimal effort, allowing your engineers to focus on building innovative features rather than wrestling with complex billing reconciliation. You immediately gain access to actionable analytics that track usage not just globally, but granularly by team and by specific feature set. This allows department heads and engineering leads to easily attribute costs back to specific projects or user journeys. Stop reacting to surprise bills and start managing your AI expenditure with precision. With clear trend analysis and version comparison at your fingertips, you can confidently scale your AI features knowing exactly what the financial impact will be, making 263. AI Prompt Cost an indispensable layer for any serious AI deployment.