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      • Anthropic
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  • Use Cases
    • Create Images: Illustrate an Article
    • Animate Images: A Children’s Encyclopedia
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On this page
  • Overview
  • Models That Support Thinking / Reasoning Mode
  • Anthropic
  • OpenAI and other vendors

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  1. Capabilities

Thinking / Reasoning

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Last updated 14 days ago

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Overview

Some text models support advanced reasoning mode, enabling them to perform multi-step problem solving, draw inferences, and follow complex instructions. This makes them well-suited for tasks like code generation, data analysis, and answering questions that require understanding context or logic.

Sometimes, if you give the model a serious and complex task, generating a response can take quite a while. In such cases, you might want to use streaming mode to receive the answer word by word as it is being generated.

Models That Support Thinking / Reasoning Mode

Anthropic

Special parameters, such as thinking in Claude models, provide transparency into the model’s step-by-step reasoning process before it gives its final answer.

Supported models:

OpenAI and other vendors

The standard way to control reasoning behavior in OpenAI models—and in some models from other providers—is through the reasoning_effort parameter, which tells the model how much internal reasoning it should perform before responding to the prompt.

Accepted values are low, medium, and high. Lower levels prioritize speed and efficiency, while higher levels provide deeper reasoning at the cost of increased token usage and latency. The default is medium, offering a balance between performance and quality.

Supported models:





claude-3-haiku-20240307
claude-3-opus-20240229
claude-3-sonnet-20240229
claude-3-5-haiku-20241022
claude-3-5-sonnet-20240620
claude-3-5-sonnet-20241022
anthropic/claude-3.7-sonnet
claude-3-7-sonnet-latest
o1
o1-mini
o1-mini-2024-09-12
o1-preview
o1-preview-2024-09-12
o3-mini
chatgpt-4o-latest
gpt-3.5-turbo
gpt-3.5-turbo-0125
gpt-3.5-turbo-1106
gpt-4
gpt-4-0125-preview
gpt-4-1106-preview
gpt-4-turbo
gpt-4-turbo-2024-04-09
gpt-4o
gpt-4o-2024-05-13
gpt-4o-2024-08-06
gpt-4o-mini
gpt-4o-mini-2024-07-18
gpt-4o-audio-preview
gpt-4o-mini-audio-preview
gpt-4o-search-preview
gpt-4o-mini-search-preview
gpt-4.5-preview
openai/gpt-4.1-2025-04-14
openai/gpt-4.1-mini-2025-04-14
openai/gpt-4.1-nano-2025-04-14
openai/o4-mini-2025-04-16
deepseek-chat
deepseek/deepseek-chat
deepseek/deepseek-chat-v3-0324
deepseek-reasoner
deepseek/deepseek-r1
qwen-max
qwen-max-2025-01-25
qwen-plus
qwen-turbo
google/gemma-3-1b-it
google/gemma-3-4b-it
google/gemma-3-12b-it
google/gemma-3-27b-it
mistralai/codestral-2501
mistralai/mistral-nemo
mistralai/mistral-tiny
cohere/command-r-plus
anthracite-org/magnum-v4-72b
nvidia/llama-3.1-nemotron-70b-instruct
neversleep/llama-3.1-lumimaid-70b
x-ai/grok-beta