Question about credit charges on testing and API usage

Community Help
1
  • **Project Type: Object Detection
  • **Operating System & Browser:Windows & Chrome

Hi everyone, I’m new to the Roboflow community and would like to ask:

  • When I’m testing a workflow and it fails, will there be any charges or deductions from my credits?
  • If I deploy and use the workflow via API calls, I understand there will be charges — but what if the API call fails? Will it still deduct credits?

Thanks in advance for any help or clarification!