The Token Climb.

Output tokens per task across workflow generations from pre-LLM scripts through multi-step autonomous agents. The vertical axis is logarithmic. Token consumption per task has climbed by approximately three and a half orders of magnitude in the chat-to-autonomous-agent transition, a structural shift that no per-seat pricing convention can absorb without gross margin compression.