It depends. Amazon’s Nova Light gave me the best speed vs performance when I needed really quick real time inference for categorizing a users input (think call centers).
One of Anthropics models did the best with image understanding with Amazon’s Nova Pro being slightly behind.
For my tests, I used a customer’s specific set of test data.
For RAG I forgot. But is much more subjective. I just gave the customer an ability to configure the model and modify the prompt so they could choose.
alt Hacker News
It depends. Amazon’s Nova Light gave me the best speed vs performance when I needed really quick real time inference for categorizing a users input (think call centers).
One of Anthropics models did the best with image understanding with Amazon’s Nova Pro being slightly behind.
For my tests, I used a customer’s specific set of test data.
For RAG I forgot. But is much more subjective. I just gave the customer an ability to configure the model and modify the prompt so they could choose.