Reasoning for Grok Models

Grok models support a "thinking" mode that allows them to perform step-by-step reasoning before providing a final answer. This is useful for tasks requiring transparent logic, like mathematical proofs, intricate code debugging, or multi-step agent planning.

Grok guidance

  • The reasoning token count is outputted in the reasoning_tokens field, separated from the completion_tokens .
  • The response doesn't have the reasoning_content field. All response texts are outputted in the content field.
  • Grok reasoning models don't support reasoning_effort .

Example request:

 curl  
-X  
POST  
 \ 
-H  
 "Authorization: Bearer 
 $( 
gcloud  
auth  
print-access-token ) 
 " 
  
 \ 
-H  
 "Content-Type: application/json" 
  
 \ 
https://aiplatform.googleapis.com/v1/projects/test-project/locations/global/endpoints/openapi/chat/completions  
-d  
 '{ 
 "model": "xai/grok-4.1-fast-reasoning", 
 "messages": [{ 
 "role": "user", 
 "content": "Who are you?" 
 }], 
 }' 
 

Example response:

  { 
  
 "choices" 
 : 
  
 [ 
  
 { 
  
 "finish_reason" 
 : 
  
 "stop" 
 , 
  
 "index" 
 : 
  
 0 
 , 
  
 "logprobs" 
 : 
  
 null 
 , 
  
 "message" 
 : 
  
 { 
  
 "content" 
 : 
  
 "I am Grok, an AI assistant built by xAI..." 
 , 
  
 "role" 
 : 
  
 "assistant" 
  
 } 
  
 } 
  
 ], 
  
 "created" 
 : 
  
 1775523905 
 , 
  
 "id" 
 : 
  
 "knTMaJC0EJfM5OMP7I3xkAk" 
 , 
  
 "model" 
 : 
  
 "xai/grok-4.1-fast-reasoning" 
 , 
  
 "object" 
 : 
 "chat.completion" 
 , 
  
 "system_fingerprint" 
 : 
 "fp_39c5j0a324" 
 , 
  
 "usage" 
 :{ 
  
 "completion_tokens" 
 : 
 50 
 , 
  
 "completion_tokens_details" 
 :{ 
  
 "accepted_prediction_tokens" 
 : 
 0 
 , 
  
 "audio_tokens" 
 : 
 0 
 , 
  
 "reasoning_tokens" 
 : 
 124 
 , 
  
 "rejected_prediction_tokens" 
 : 
 0 
  
 }, 
  
 "cost_in_usd_ticks" 
 : 
 0 
 , 
  
 "num_sources_used" 
 : 
 0 
 , 
  
 "prompt_tokens" 
 : 
 663 
 , 
  
 "prompt_tokens_details" 
 :{ 
 "audio_tokens" 
 : 
 0 
 , 
 "cached_tokens" 
 : 
 654 
 , 
 "image_tokens" 
 : 
 0 
 , 
 "text_tokens" 
 : 
 663 
 }, 
  
 "total_tokens" 
 : 
 837 
  
 } 
 } 
 

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