Anthropic changed the way output tokens are treated in the logs. Neither thinking tokens nor tool use tokens are being correctly counted.

You need to use a more complex method to reconstruct accurate output tokens from the other values.

See this example from writing a fairly long markdown file:

This is 8836 output tokens, not 13!