Compare
A · run_054916vsB · run_b475efresearch-briefSwap A and B- Duration
- 6.4s -90%
- A: 1m 4s
- Cost
- $0.083 +282%
- A: $0.022
- Tokens
- 13.7k -36%
- A: 21.3k
- Steps
- 11 +10%
- A: 10
- Model changed
- Claude Sonnet
- A: Claude Haiku
Steps, aligned
| Change | Step | A | B |
|---|---|---|---|
| Faster | Input policy check | 0.8s | 0.1s |
| Faster | Plan the task | 10.0s | 0.9s |
| Faster | web_search | 4.6s | 0.6s |
| Faster | Retrieve context · top 8 | 3.3s | 0.4s |
| Faster | Decide next step | 11.4s | 1.0s |
| Faster | fetch_page | 4.4s | 0.4s |
| Faster | web_search | 4.3s | 0.4s |
| Faster | Decide next step | 8.4s | 1.0s |
| Faster | web_search | 3.0s | 0.3s |
| Changed | fetch_page | 10.4s | 0.2s |
| Added | Write final answer | — | 0.8s |
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.