Compare
A · run_c309aevsB · run_b509a5research-briefSwap A and B- Duration
- 23.6s +53%
- A: 15.4s
- Cost
- $0.023 -6%
- A: $0.025
- Tokens
- 16.1k +87%
- A: 8.6k
- Steps
- 8 -11%
- A: 9
- Model changed
- Claude Haiku
- A: Gemini 2.5 Pro
Steps, aligned
| Change | Step | A | B |
|---|---|---|---|
| Slower | Input policy check | 0.2s | 0.4s |
| Slower | Plan the task | 2.1s | 4.4s |
| Slower | web_search | 0.5s | 3.1s |
| Slower | Retrieve context · top 8 | 0.8s | 1.3s |
| Slower | Decide next step | 2.8s | 5.7s |
| Slower | fetch_page | 1.1s | 1.8s |
| Same | web_search | 1.3s | 1.9s |
| Changed | Write final answer | 2.5s | 3.6s |
| Removed | Write final answer | 3.3s | — |
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.