Description

My setup

• I am using theAgent.instrument_all() to instrument my agents.
• My logfire config:logfire.configure(send_to_logfire=False, scrubbing=False)
• OTEL_EXPORTER_OTLP_ENDPOINT environment variable is set to the Opik instance I'm using:<service address>/api/v1/private/otel

The problem

In the LLM calls table in Opik, theTotal tokens andEstimated cost columns are not evaluated. However, if I select any LLM call trace I can see the number of input tokens and output tokens in the metadata field. (See images in the References section)

Possible cause

Opik might expect some different/additional opentelemetry attributes.

Ideal outcome

Total tokens andEstimated cost fields are evaluated in Opik's LLM calls table without needing to manually send opentelemetry attributes.

References

Comet Opik documentation:
https://www.comet.com/docs/opik/

LLM calls table:

AI model call trace metadata: