Get cost for an agent

[bhavik-dand]

Can we get cost information as part for every .run call?

[rm-openai]

This generally isn't part of most model providers SDKs. Would it make sense for you to use the usage information to calculate it? Maybe there's some library that can help with it?

[bhavik-dand]

Yes it would be helpgul to track cost. I use this functionality provided by litellm currently in my app.

llm_cost = completion_cost(completion_response=response)
It would be great if we can some more data like total_token_usage, input_tokens and output_tokens as well.

[rm-openai]

Yeah thats available here: https://openai.github.io/openai-agents-python/ref/result/#agents.result.RunResultBase.raw_responses

So you can use the usage data to compute cost

[lbug]

Wouldn't that be an issue for the reasoning models like o3-mini and o1 because the CoT is not part of the raw response?

[rm-openai]

No, the reported tokens includes reasoning tokens.