Tool in benchmark · Version 1

Vectorize.io in Managed RAG

Scenario-level performance from current published Results.

2Passed
0Failed
13No published Result yet

2 of 15 scenarios published

CapabilityScenariosResult
Knowledge Sync1 pass · 0 fail · 1 of 3 published
Retrieval1 pass · 0 fail · 1 of 4 published
Citations0 of 1 published
Data Ingestion0 of 4 published
Grounded Generation0 of 3 published
PassedFailedPublished, different test setNo published Result yet

Vectorize.io passed every graded scenario it has a published Result for.

How Vectorize.io performed

Open a capability to explore its scenarios. Each row reports the test set in its published Result.

Knowledge Sync1 pass2 no Result yet
ScenarioPublished outcomesTest coverageResult
New content is added to the source
1 Pass0 Fail0 Not gradable
1 of 1 test case passed
What happened

Vectorize.io made newly added content findable after the update path finished. Before the add, the question scored almost zero; after the refresh, retrieval returned the added bulletin and the answer gave October 14, 2026.

1/1 assessed1/1 gradablePublished test setView Result →
Content is removed from the sourceNo published result
Existing content is changedNo published result
Retrieval1 pass3 no Result yet
ScenarioPublished outcomesTest coverageResult
Answer is available in the knowledge base
1 Pass0 Fail0 Not gradable
1 of 1 test case passed
What happened

Vectorize.io retrieved the knowledge-base passage answering Fenwake’s out-of-hours Priority 1 question. The passage ranked highest by relevance and specified acknowledgement within 90 minutes.

1/1 assessed1/1 gradablePublished test setView Result →
Answer is not available in the knowledge baseNo published result
Retrieval is scoped to part of the documentsNo published result
The request uses different wording than the sourceNo published result
Citations1 no Result yet
ScenarioPublished outcomesTest coverageResult
A claim in the answer traced back to its sourceNo published result
Data Ingestion4 no Result yet
ScenarioPublished outcomesTest coverageResult
A bad file in the uploadNo published result
A cleanly scanned documentNo published result
A simple, clearly formatted tableNo published result
An ordinary digital text documentNo published result
Grounded Generation3 no Result yet
ScenarioPublished outcomesTest coverageResult
The retrieved material doesn't support an answerNo published result
The retrieved material supports an answerNo published result
The retrieved sources disagree with each otherNo published result

Reading these Results

Published evidence and test coverage answer different questions.

Publication availability

Which scenarios have a Result?

A published Result is public evidence for this tool on one scenario. “No published result” does not say whether testing has taken place.

Test coverage

What does each Result cover?

Assessed includes Pass, Fail and Not gradable. Gradable includes Pass and Fail. Both use the pinned test count in that published Result.

Scenario scope

Out of 15 scenarios

The summary counts each of the 15 scenarios once. A scenario fails when any of its published test cases failed. “No published Result yet” means nothing is public for that scenario; it does not say whether Vectorize.io was tested on it.

Vectorize.io in Managed RAG | AI Demos