Scenario in benchmark · Version 1

A page the tool already finds has changed

A page the tool already returned is later updated.

How the tools performed

Every in-scope tool is visible. Outcomes come from current published Results for this scenario and benchmark version.

No published results for this scenario yet.

No published result does not tell you whether a tool has been tested. Test coverage is shown only for comparable published Results.

ToolPublished outcomesTest coverageResult
No published result · alphabetical
Brave Search API——No published result
Exa——No published result
Firecrawl——No published result
GPT-5.6 terra——No published result
Linkup——No published result
OpenAI web search——No published result
Perplexity Sonar——No published result
SerpAPI——No published result
Serper——No published result
Tavily——No published result
Valyu——No published result
You.com——No published result

Assessed = Pass + Fail + Not gradable. Gradable = Pass + Fail. Both use the published Result’s pinned-test denominator. — means not publicly available.

Test design

Pinned test cases
1
Disclosure
0 public · 1 withheld
Capabilities exercised here
Freshness

What this scenario evaluates

  • Whether the tool already returned the page before the change was introduced.
  • Whether the after-probe shows the updated live version of that same page.
  • Whether the tool avoids serving a stale copy after the page changes.
  • Whether the run is void when the before-probe does not establish prior return.

Specific test-case inputs and grading live on the related test-case pages.

How the results are graded

  • Pass: the test-case expectations hold.
  • Fail: an expectation demonstrably does not hold.
  • Not gradable: the evidence cannot establish the outcome.

Version 1 uses test-case expectations; no scenario rubric is pinned.

Benchmark methodology →
A page the tool already finds has changed in Web Search for AI | AI Demos