RagMetrics - An automated LLM evaluation tool that helps you define and measure success
Building with LLMs? Introducing RagMetrics, a powerful tool designed to take the guesswork out of evaluating your language models. With RagMetrics, you can define what “good” looks like for your specific use case and automate the testing process. This means you save time and gain instant insights that can be shared with users, teams, or investors, making your product development journey smoother and more transparent.
RagMetrics stands out as the best LLM judge on the market, providing a remarkable 95% agreement between human evaluations and LLM assessments. This high level of accuracy allows you to step out of the manual evaluation loop and focus on what truly matters—improving your product. The platform supports a wide array of performance metrics, enabling you to measure success based on your unique tasks rather than generic leaderboards.
One of the key features of RagMetrics is its automated evaluation loop. Traditional methods of labeling data and judging LLM responses can be tedious and time-consuming. With RagMetrics, you can leverage synthetic data generation and judge-LLMs to iterate quickly and efficiently, accelerating your path to production. The platform also offers A/B testing capabilities, allowing you to enhance your pipeline using data-driven insights rather than relying solely on intuition.
By utilizing RagMetrics, you can make informed decisions that balance quality, latency, and cost. The tool is compatible with all LLMs, whether commercial or open-source, ensuring that you can upgrade your models with confidence. With over 1,000 rubrics to choose from, you can easily identify the right metrics for your use case, making RagMetrics an invaluable asset in the realm of AI and language model evaluation.
In conclusion, RagMetrics is not just a tool; it’s a game-changer for anyone working with LLMs. By automating the evaluation process and providing detailed analytics, it empowers you to prove your product’s effectiveness to stakeholders. Explore how RagMetrics can enhance your LLM applications by visiting RagMetrics .