Scenario in benchmark · Version 1
New content is added to the source
After new content is added and the refresh path completes, the updated index should make the new fact findable.
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.
| Tool | Published outcomes | Test coverage | Result |
|---|---|---|---|
| No published result · alphabetical | |||
| Denser AI | — | — | No published result |
| Dify | — | — | No published result |
| FutureSmart Document Intelligence | — | — | No published result |
| Llama Cloud | — | — | No published result |
| Onyx | — | — | No published result |
| Vectara | — | — | No published result |
| Vectorize.io | — | — | 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
- Knowledge Sync
What this scenario evaluates
- Whether a query after refresh can retrieve the added content from the updated index.
- Whether the tool completes its normal refresh or update path before the result is judged.
- Whether the refreshed index still behaves as if the added content is absent.
- Whether the system exposes the new fact through retrieval rather than only in the source.
Exact wording, inputs, fixture state, expected output and detailed grading remain at the test-case level and may be withheld while the benchmark version is active. The scenario and its evaluation intent are public.
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 →