How do you choose the AI-size model best for you?
With the outbreak of the generated AI, OpenAI, Anthropic, Google and Meta The manufacturers have introduced models with special features. The selection of suitable models not only enhances efficiency but also significantly reduces costs.
1. Balance of performance vs costs
If your mission involves complex logical reasoning, long document analysis or high-quality code writing, GPT-4o or Claude 3.5 Sonnet It's first. For simple translations, summaries or daily conversations, GPT-4o mini or Gemini Flash It offers excellent value for money.
2. Rise of the reasoning model
OpenAI o1 and DeepSeek R1 It represents a new era of reasoning models. They think “chains of thought” before answering, and perform far beyond traditional models in mathematics, science and complex programming competitions.
3. Importance of the length of the context
If you need to process the whole book or the large code library, Gemini 1.5 Pro The length of the 1M-2M context provided has an absolute advantage and avoids the cumbersomeness of frequent sub-processing.
4. Open sources and privacy
For companies that have very high data privacy requirements, Llama 3.1 or Qwen 2.5 The open source model supports privatization deployments and ensures that data are not available on local servers.