Chatbot Arena will help you compare the capabilities of neural networks for the same queries
Miscellaneous / / October 19, 2023
Decide which language models best suit your needs.
What is Chatbot Arena
Chatbot Arena is a system that allows you to test and compare various language models of neural networks and evaluate them performance, as well as adjust testing parameters in accordance with project requirements and select the most effective option.
The platform is based on the Elo rating system, borrowed from the world of chess. It acts as a reliable mechanism for comparison - using this principle, you can evaluate an almost unlimited number of pairwise combinations of neural networks. While testing language models, the service collects information about the possibilities of using each neural network for various tasks.
How to use Chatbot Arena
ChatBot Arena contains many language models for comparison with each other, including such large ones as GPT‑4 from OpenAI and Claude by Anthropic. Old versions of GPT and other open access neural networks are also presented here.
Official site The service offers several options for testing and comparing models. In the “Battle” mode, the names of the neural networks are not displayed; you check responses to a request from two systems simultaneously, without knowing which of them is triggered at the moment. In the open comparison form (Side-by-Side), you can choose from a list which models you want to test.
For a full test, you need to ask several questions in the input field until it becomes clear which of the two chatbots answers better. When you make your verdict, click on one of the buttons that will confirm your decision: “A is better” or “B is better.” You can also choose the “Tie” option if both chatbots performed equally well, or “Both Bad” if you didn’t like either of their answers.
Once you determine the winner, in battle mode ChatBot Arena will automatically ask each bot to confirm its “identity” so that you understand which model is in the lead. The results usually depend on what queries you make.
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