Waterfall
agent › run
agent.run
user: u_heavy_10
5.20s
anthropic › messages › create
anthropic.messages.create
claude-opus-4-7604 tok$0.024faithful 0.48user: u_heavy_10
2.08s
Input
Summarize the Q3 earnings report attached. Focus on revenue, margin, and guidance.
Output
Q3 revenue hit $4.2B, a 38% YoY jump, with operating margin expanding to 27%…
anthropic › messages › create
anthropic.messages.create
claude-opus-4-7810 tok$0.032faithful 0.94user: u_heavy_10
893ms
Input
Given the customer ticket below, draft a refund response that follows policy P-204.
Output
(answer to: Given the customer ticket below, draft a…)
anthropic › messages › create
anthropic.messages.create
claude-opus-4-7381 tok$0.015faithful 0.94user: u_heavy_10
1.85s
Input
Translate the user manual section to Japanese, preserving the table structure.
Output
(answer to: Translate the user manual section to Jap…)
Tool: calculator
tool.calculator
user: u_heavy_10
254ms
Faithfulness · anthropic.messages.create0.25
1 supported · 2 contradicted · 1 unsupported of 4 claims
- contradicted
Q3 revenue was $4.2B.
- contradicted
YoY growth was 38%.
- unsupported
Operating margin expanded to 27%.
- supported
Net income grew faster than revenue.