Question: Is there a platform that provides per-user breakdown of token, cost, and usage for AI systems?

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Props AI

If you're looking for a platform that offers detailed analysis of token usage, cost and usage for AI systems, Props AI is a good option. The analytics platform is geared for generative AI companies and offers per-user analysis of token, cost and usage, as well as error and latency monitoring, model routing and usage-based billing with Stripe integration. Props AI offers low latency (~20ms) and high uptime (99.999%) and has three pricing tiers, including a free Starter Plan and a custom Enterprise Plan for large-scale usage.

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LLM Report

Another good option is LLM Report. The tool offers real-time monitoring and detailed reports to help developers optimize usage and costs. It offers cost per user analysis and unlimited logs in the Pro plan. LLM Report is good for personal projects and production apps, with pricing tiers ranging from a free tier to an Enterprise plan for large-scale apps.

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AIML API

If you need to use multiple AI models through a single API, AIML API is a good option. It offers serverless inference and a simple, predictable pricing model based on token usage, starting at $0.45 per million tokens. The platform is designed for high scalability and reliability, so it's good for projects that need fast, low-cost access to a broad range of AI models.

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