Waterfall
agent › plan
agent.plan
user: u_878
5.32s
anthropic › messages › create
anthropic.messages.create
claude-opus-4-71.6k tok$0.061faithful 0.95user: u_878
2.47s
Input
Summarize the Q3 earnings report attached. Focus on revenue, margin, and guidance.
Output
(answer to: Summarize the Q3 earnings report attache…)
anthropic › messages › create
anthropic.messages.create
claude-opus-4-72.5k tok$0.096faithful 0.92user: u_878
1.30s
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…)
Tool: code_exec
tool.code_exec
user: u_878
198ms
Tool: code_exec
tool.code_exec
user: u_878
642ms
Tool: calculator
tool.calculator
user: u_878
619ms
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.