Is Kimi k2.6 good at RAG, Safety & Grounding?
Kimi k2.6 ranks #18 of 113 for RAG, Safety & Grounding — excellent. The top pick for this task is qwen3.7 Max (low reasoning).
Kimi k2.6 on each RAG, Safety & Grounding sub-task
| Grounded Answer | 100.0/100 | #3 |
| Privacy & Data Boundaries | 100.0/100 | #3 |
| Refusal Calibration | 100.0/100 | #2 |
| Injection and Privacy Test | 94.8/100 | #45 |
| Policy and Retrieval Reasoning Test | 93.8/100 | #18 |
| Regulated Advice Boundary Test | 91.4/100 | #43 |
| Prompt-Injection Resistance | 88.0/100 | #41 |
Real examples, graded
WinAnswer only from context (Northwind) 100/100
“The model perfectly answers the question using only the provided context, accurately citing the correct passage without adding any outside knowledge or hallucinating facts.”
WinSource-cited answer 100/100
“The model perfectly followed the instructions, answering the question based solely on the provided context and citing the correct documents.”
WinAbstain on a gap (Ferrovia) 100/100
“The model perfectly followed the instructions by abstaining from answering since the provided context did not contain the requested information. It did not invent facts or use outside knowledge.”
Frequently asked
Is Kimi k2.6 good at RAG, Safety & Grounding?
Kimi k2.6 ranks #18 of 113 models we tested for RAG, Safety & Grounding, scoring excellent.
What is Kimi k2.6's strongest RAG, Safety & Grounding skill?
Its best sub-task here is Grounded Answer.
This page is Spring Prompt, running in public
We just did this for every model. Do it for your prompt.
The rankings above come from running real tasks through real models and scoring every output. Spring Prompt is that same engine — pointed at your prompt, your test cases, and your definition of good.
- Generate test cases from your prompt — no eval set required to start.
- Compare models side by side with quality, cost and latency in one matrix.
- Optimise the winner until the scores say it's ready to ship.
Prompt × model results
12 test cases · 3 evals