Compare
A · run_98dad9vsB · run_6b1d75research-briefSwap A and B- Duration
- 19.4s -46%
- A: 35.8s
- Cost
- $0.012 -43%
- A: $0.022
- Tokens
- 5.7k -77%
- A: 25.0k
- Steps
- 10 +150%
- A: 4
- Model same
- Claude Haiku
- A: Claude Haiku
Steps, aligned
| Change | Step | A | B |
|---|---|---|---|
| Faster | Input policy check | 1.0s | 0.2s |
| Faster | Plan the task | 14.1s | 3.2s |
| Faster | web_search | 4.1s | 0.8s |
| Changed | Retrieve context · top 8 | 14.6s | 1.1s |
| Added | Decide next step | — | 3.3s |
| Added | fetch_page | — | 1.3s |
| Added | web_search | — | 1.7s |
| Added | Decide next step | — | 2.2s |
| Added | web_search | — | 0.9s |
| Added | 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.