Compare
A · run_6b1d75vsB · run_98dad9research-briefSwap A and B- Duration
- 35.8s +85%
- A: 19.4s
- Cost
- $0.022 +74%
- A: $0.012
- Tokens
- 25.0k +340%
- A: 5.7k
- Steps
- 4 -60%
- A: 10
- Model same
- Claude Haiku
- A: Claude Haiku
Steps, aligned
| Change | Step | A | B |
|---|---|---|---|
| Slower | Input policy check | 0.2s | 1.0s |
| Slower | Plan the task | 3.2s | 14.1s |
| Slower | web_search | 0.8s | 4.1s |
| Changed | Write final answer | 1.1s | 14.6s |
| Removed | Decide next step | 3.3s | — |
| Removed | fetch_page | 1.3s | — |
| Removed | web_search | 1.7s | — |
| Removed | Decide next step | 2.2s | — |
| Removed | web_search | 0.9s | — |
| Removed | Write final answer | 3.5s | — |
Output diff
− 0 words + 0 words 100% unchangedSummary: four of the six sources agree that agencies switch tools mainly over client portals, pricing and reporting. The strongest evidence is a 2026 survey of 1,200 agencies and two public case studies. Confidence: high.