NeBeso: Open Source Solution for AI Cost Transparency

Overview

NeBeso is an open-source tool designed to help developers and businesses understand exactly how much they are spending on artificial intelligence. It acts as a middle layer between an application and an AI provider. This setup allows NeBeso to watch, record, and analyze every single request sent to an AI service. Instead of receiving one large bill at the end of the month, users get a clear picture of their spending habits.

Benefits

The main advantage of NeBeso is its ability to break down costs into small, understandable parts. Many teams currently struggle because they only see a total number on their invoice. NeBeso solves this by tracking specific details for every call made. These details include the number of tokens used, the cost of each request, the specific model used, and how long the response took to arrive. The tool also allows users to tag data by feature, user, or project. This means a team can see exactly which part of their software is using the most money. A real-time dashboard provides a visual view of the budget, making it easy to spot where funds are going.

Use Cases

NeBeso is built for developers and businesses that rely heavily on AI services. It works well for teams that want to control their expenses and optimize their AI usage. Because it integrates through SDKs and proxies, it can be added to existing applications without needing major changes to the code. This makes it suitable for both API-based and SDK-based projects. Companies can use it to monitor spending across different features or to identify which users are driving up costs. It is particularly useful for startups and large enterprises alike that need transparency in their AI bills.

Pricing

NeBeso is an open-source solution. This means the core software is available for free for anyone to use, modify, and distribute. Users can implement it in their own projects without paying licensing fees to the developers.

Vibes

NeBeso launched on June 16, 2026. It has recently appeared on Product Hunt, a popular site for new tech products. As of its launch, it has received two votes and one comment from the community. This indicates that the product is in its very early stages of market entry. While there are not yet many public reviews, the initial reception suggests interest from those looking for cost management tools in the AI space.

Additional Information

NeBeso positions itself as a unique tool in a market where many companies focus on other AI tasks like translation or payment processing. By focusing specifically on cost transparency, it fills a gap for teams that need financial clarity. The tool is designed to be accessible and does not require deep technical changes to the underlying application logic, making it a practical choice for a wide range of users.