Stop relying on OpenAI models for everything!
Whether you need speed, quality, or performance, there’s a perfect language model out there for your needs.
But with so many choices, how do you pick the best one?
Here are the 4 key factors to consider:
โข ๐ค๐๐ฎ๐น๐ถ๐๐: Look for an LLM that performs consistently across tasks like chatbot interactions, language understanding, and coding.
Best options: DeepSeek R1, OpenAI’s o1, OpenAI’s o3 Mini
โข ๐ฃ๐ฟ๐ถ๐ฐ๐ฒ: Consider the cost per token for both input and output.
Best options: Gemini 2.0 Flash, GPT-4o Mini, and Mistral Small 3
โข ๐ฆ๐ฝ๐ฒ๐ฒ๐ฑ/๐ง๐ต๐ฟ๐ผ๐๐ด๐ต๐ฝ๐๐: Generally, smaller models like Mistral Small 3 and GPT-4o Mini are faster than larger, high-quality models.
Best options: Gemini 2.0 Flash, and GPT-4o Mini
โข ๐ข๐ฝ๐ฒ๐ป ๐ฆ๐ผ๐๐ฟ๐ฐ๐ฒ: Models that allow for private use
Best options: Llama 3, Microsoft Phi-4, Deepseek’s latest models
โข ๐๐ผ๐ฑ๐ถ๐ป๐ด: Models that excel at code generation
Best options: Claude 3.5 Sonnet, OpenAI’s o3 Mini, Deepseek R1 & V3
In this video, I used the Quality vs. Throughput and Price Diagram from https://artificialanalysis.ai/models
Try it in @weaviate.io: https://weaviate.io/developers/weaviate/search/generative
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