Many Shot

You can check this hacky experiment out here.

Or watch the loom video.

The Many-Shot Prediction App is a powerful tool for comparing and analyzing the performance of various AI models. It allows users to run multiple predictions on the same prompt using different models, including those from OpenAI, Anthropic, Gemini, and a local model.

Recent research has shown that running the same prompt multiple times can lead to greater predictability in language model outputs. This app provides an intuitive interface to run a prompt N times and visualize the results, helping you understand the distribution and consistency of model responses.

You can check this hacky experiment out here.