In today’s fast-moving AI landscape, choosing the right large language model (LLM) for your project can feel like navigating a maze. With hundreds of models, each offering different capabilities, the process can be overwhelming. That’s why Mozilla.ai is developing Lumigator, a product designed to help developers confidently select the best LLM for their specific project. It's like having a trusty compass for your AI journey.
As more organizations turn to AI for solutions, they face the challenge of selecting the best model from an ever-growing list of options. The AI landscape is evolving rapidly, with twice as many new models released in 2023 compared to the previous year. Yet, in spite of the wealth of metrics available, there’s still no standard way to compare these models.
The 2024 AI Index Report highlighted that AI evaluation tools aren’t (yet) keeping up with the pace of development, making it harder for developers and businesses to make informed choices. Without a clear single method for comparing models, many teams end up using suboptimal solutions, or just choosing models based on hype, slowing down product progress and innovation.