Llama Cloud in Managed RAG
Scenario-level performance from current published Results.
0 of 15 scenarios published. Results appear here as each one is published.
How Llama Cloud performed
Open a capability to explore its scenarios. Each row reports the test set in its published Result.
Citations1 no Result yet
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| A claim in the answer traced back to its source | No published result | ||
Data Ingestion4 no Result yet
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| A bad file in the upload | No published result | ||
| A cleanly scanned document | No published result | ||
| A simple, clearly formatted table | No published result | ||
| An ordinary digital text document | No published result | ||
Grounded Generation3 no Result yet
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| The retrieved material doesn't support an answer | No published result | ||
| The retrieved material supports an answer | No published result | ||
| The retrieved sources disagree with each other | No published result | ||
Knowledge Sync3 no Result yet
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| Content is removed from the source | No published result | ||
| Existing content is changed | No published result | ||
| New content is added to the source | No published result | ||
Retrieval4 no Result yet
Capability in this benchmark →
| Scenario | Published outcomes | Test coverage | Result |
|---|---|---|---|
| Answer is available in the knowledge base | No published result | ||
| Answer is not available in the knowledge base | No published result | ||
| Retrieval is scoped to part of the documents | No published result | ||
| The request uses different wording than the source | No published result | ||
Reading these Results
Published evidence and test coverage answer different questions.
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.
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.
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 Llama Cloud was tested on it.