Usage & cost
Every agent action is metered through Langfuse — what ran, how long it took, and what it cost
15 actions traced · 1 credit = $0.01 of model spend
Agent actions
15
15 succeeded · 0 other
Credits used
53.7
$0.5370 total model spend
Tokens processed
91.7k
Input + output, all agents
Avg action time
28s
Succeeded actions, end to end
Credits by pipeline stage
Where the model spend goes across Listen → Budget
- Listen18.7 · 35%
- Brief5 · 9%
- Variants21.6 · 40%
- A/B Test0.9 · 2%
- Budget7.5 · 14%
Credits by agent
The A/B designer costs 0 — its math runs in code, not a model
- Variant writer21.6 · 40%
- Listening report18.7 · 35%
- Budget copilot7.5 · 14%
- Brief writer5 · 9%
- A/B readout0.9 · 2%
- A/B designer0 · 0%
Recent actions
| Agent | Stage | Status | Duration | Tokens in / out | Credits | Cost | When | |
|---|---|---|---|---|---|---|---|---|
| Budget copilot | Budget | succeeded | 11s | 1,163 / 1,210 | 2.2 | $0.0216 | 3h ago | Trace → |
| Variant writer | Variants | succeeded | 42s | 2,063 / 3,418 | 5.7 | $0.0575 | 3h ago | Trace → |
| Brief writer | Brief | succeeded | 7.3s | 589 / 509 | 0.9 | $0.0094 | 3h ago | Trace → |
| Variant writer | Variants | succeeded | 44s | 2,685 / 3,046 | 5.4 | $0.0537 | 3h ago | Trace → |
| Brief writer | Brief | succeeded | 12s | 494 / 1,026 | 1.7 | $0.0169 | 3h ago | Trace → |
| Listening report | Listen | succeeded | 2m 12s | 24,333 / 26,011 | 16.6 | $0.1661 | 3h ago | Trace → |
| Budget copilot | Budget | succeeded | 12s | 1,934 / 1,401 | 2.7 | $0.0267 | 4h ago | |
| A/B readout | A/B Test | succeeded | 8.0s | 611 / 402 | 0.9 | $0.0088 | 4h ago | |
| A/B designer | A/B Test | succeeded | 3.0s | 0 / 0 | 0.0 | $0.0000 | 4h ago | |
| Variant writer | Variants | succeeded | 47s | 2,610 / 2,988 | 5.2 | $0.0524 | 4h ago | |
| Brief writer | Brief | succeeded | 9.0s | 402 / 731 | 1.2 | $0.0121 | 4h ago | |
| Budget copilot | Budget | succeeded | 14s | 1,921 / 1,382 | 2.6 | $0.0265 | 4h ago | Trace → |
| Variant writer | Variants | succeeded | 39s | 2,595 / 2,977 | 5.2 | $0.0524 | 4h ago | Trace → |
| Brief writer | Brief | succeeded | 9.6s | 393 / 715 | 1.2 | $0.0119 | 4h ago | Trace → |
| Listening report | Listen | succeeded | 24s | 2,954 / 1,178 | 2.1 | $0.0209 | 4h ago |
Metered from Langfuse traces: token counts and dollar costs come from the actual model calls each agent made — nothing runs unseen. Deterministic steps (power calcs, z-tests) cost 0 credits because they run in code.