Which Model Should I Choose?

Summary

The differences in Amplify GenAI capabilities and limitations, as well as more information on the different models in use within Amplify GenAI

Body

One thing that makes Amplify GenAI different is that it provides access to multiple models from OpenAI (ChatGPT), Anthropic (Claude), and​​​​​ Mistral AI (Mistral). 

Learn more about the available models

Model Capabilities

Model Consider for Performs well with Trained on data through
ChatGPT 3.5 simpler queries  precise tasks, discussing general topics, brainstorming, drafting questions, organizing fundamental information, proposing innovative ideas, and offering recommendations Jan. 2022
ChatGPT 4-Turbo complex tasks requiring advanced understanding complex mathematical operations, code assistance, analyze intricate documents and datasets, in-depth context, and images as input Oct. 2023
ChatGPT 4o complex tasks requiring advanced understanding complex mathematical operations, code assistance, analyze intricate documents and datasets, in-depth context, and images as input Apr. 2023
Claude 3-5 Sonnet advanced tasks with the most current information write, edit and execute code,  unstructured data, write creatively, nuance and humor, and images as input Apr. 2024
Claude 3 Haiku high-velocity tasks with quick responses and minimized risk of harmful outputs simple queries, lightweight conversation, rapid analysis of large volumes of data, longer prompts, and images as input Aug. 2023
Mistral 7b Instruct pre-filtering or high-volume tasks summarization, classification, answering questions, creative content generation, and light dialogue Sept. 2023
Mistral Large complex tasks and advanced understanding complex reasoning, text understanding, transformation, code generation, and multilingual reasoning and analysis 2021
Mistral 8x7b Instruct rapid processing and task-specific fine-tuning text summarization, questions answering, text classification, code generation, and creative content generation. Sept. 2023

Details

Details

Article ID: 155388
Created
Wed 2/26/25 2:33 PM
Modified
Mon 3/10/25 8:56 AM