How to retrieve AI agent token usage details? - How To https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/ Callin.io Community Discussion Board en-US Tue, 18 Aug 2026 16:48:48 +0000 wpForo 60 RE: How to retrieve AI agent token usage details? https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/paged/2/#post-3481 Tue, 29 Apr 2025 14:00:29 +0000 Could you please ‘upvote’ this feature request?

]]> How To aminabudahab https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/paged/2/#post-3481 RE: How to retrieve AI agent token usage details? https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/paged/2/#post-3480 Tue, 29 Apr 2025 13:34:20 +0000 Thanks for the reply. I just observed something with the data.

Is there a method to subscribe to a workflow and retrieve its results?

Another question is, what happens if I incorporate a custom node at the conclusion of the workflow?

]]> How To Bojan_Blazevski1 https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/paged/2/#post-3480 RE: How to retrieve AI agent token usage details? https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/paged/2/#post-3479 Tue, 29 Apr 2025 13:22:07 +0000 You should place it within a sub-workflow. While it can reside in the same workflow file, I'd advise against using it in the same execution. Doing so might lead to processing a significantly larger volume of data.

]]> How To solomon https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/paged/2/#post-3479 RE: How to retrieve AI agent token usage details? https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/paged/2/#post-3478 Tue, 29 Apr 2025 11:52:50 +0000 Is it possible to run this callin.io node within the same workflow? Perhaps at the conclusion of the existing nodes.

]]> How To Bojan_Blazevski1 https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/paged/2/#post-3478 RE: How to retrieve AI agent token usage details? https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/paged/2/#post-3477 Tue, 22 Apr 2025 16:04:16 +0000 Sharing the solution here for easier access by others:

By retrieving the execution data, you can obtain the token usage from the model.

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This information was originally posted in the topic here.

Since the solution provided by the original poster includes this detail (even though it's a paid option), I'm marking their reply as the solution and adding my response to the top of my question.

This approach ensures that both pieces of valuable information are easily discoverable for anyone facing a similar issue in the future.

]]> How To solomon https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/paged/2/#post-3477 RE: How to retrieve AI agent token usage details? https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/#post-3476 Tue, 22 Apr 2025 15:51:50 +0000 I operate callin.io as the backend for a SaaS initiative. When our users engage with our agents, I aim to record the token consumption to deduct it from their token balance.

Currently, the interim approach involves utilizing the OpenAI nodes rather than the AI Agent node.

However, we will soon require the AI Agent node as well.

]]> How To solomon https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/#post-3476 RE: How to retrieve AI agent token usage details? https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/#post-3475 Tue, 22 Apr 2025 04:25:09 +0000 Hi,

Potential use cases for a solution like this:

  • Cost management (internal/client-facing)
  • Security and abuse mitigation.
  • Alerting: similar to the above points.
  • Performance / debugging / monitoring: Analyzing response time per workflow versus tokens utilized.
  • Unified solution: I was previously exploring OpenAI stats to integrate into a Grafana dashboard, but this approach could encompass multiple model providers.

I'm confident there are even more possibilities.

]]> How To jcuypers https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/#post-3475 RE: How to retrieve AI agent token usage details? https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/#post-3474 Mon, 21 Apr 2025 23:16:37 +0000 Just wondering, what's the practical application for this? Is the idea to handle expenses for unusual cases?

]]> How To mohamed3nan https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/#post-3474 RE: How to retrieve AI agent token usage details? https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/#post-3473 Mon, 21 Apr 2025 23:10:14 +0000 Unfortunately, that's an estimator, not actual data extraction from the workflow.

From what I can see, it retrieves the text, the AI model, and sends it to an external service to estimate the cost. Very clever, but still a bit cumbersome.

]]> How To solomon https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/#post-3473 RE: How to retrieve AI agent token usage details? https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/#post-3472 Mon, 21 Apr 2025 22:48:07 +0000 Hi

I'm confident you can retrieve this information from the underlying tables.

Here's a workflow that was recently shared, which is likely based on that approach:

Reg, J.

]]> How To jcuypers https://community.callin.io/community/how-to/how-to-retrieve-ai-agent-token-usage-details/#post-3472