diff --git a/docs/AI-for-security/llm-performance-matrix.asciidoc b/docs/AI-for-security/llm-performance-matrix.asciidoc
index 9cf6998a87..c8f9e845c3 100644
--- a/docs/AI-for-security/llm-performance-matrix.asciidoc
+++ b/docs/AI-for-security/llm-performance-matrix.asciidoc
@@ -3,13 +3,14 @@
 
 This table describes the performance of various large language models (LLMs) for different use cases in {elastic-sec}, based on our internal testing. To learn more about these use cases, refer to <<attack-discovery, Attack discovery>> or <<security-assistant, AI Assistant>>.
 
-[cols="1,1,1,1,1,1,1,1", options="header"]
+[cols="1,1,1,1,1,1,1,1,1,1", options="header"]
 |===
-| *Feature*                     | *Model*               |                    |                   |         |                 |                       |                     
-|                               | *Claude 3: Opus*      | *Claude 3.5: Sonnet* | *Claude 3: Haiku* | *GPT-4o* | *GPT-4 Turbo*  | **Gemini 1.5 Pro ** | **Gemini 1.5 Flash** 
-| *Assistant - General*         | Excellent             | Excellent          | Excellent         | Excellent | Excellent     | Excellent             | Excellent 
-| *Assistant - {esql} generation*| Great                 | Great              | Poor              | Excellent | Poor          | Good                 | Poor 
-| *Assistant - Alert questions* | Excellent             | Excellent          | Excellent         | Excellent | Poor          | Excellent             | Good 
-| *Attack discovery*            | Excellent             | Excellent            | Poor              | Poor      | Good        | Great                 | Poor 
+| *Feature*                     | *Model*         |                           |                    |                    |                   |           |               |                     |                     
+|                               | *Claude 3: Opus*| *Claude 3.5: Sonnet v2* | *Claude 3.5: Sonnet* | *Claude 3.5: Haiku*| *Claude 3: Haiku* | *GPT-4o*  | *GPT-4o-mini* | **Gemini 1.5 Pro 002** | **Gemini 1.5 Flash 002** 
+| *Assistant - General*         | Excellent       |  Excellent              | Excellent            | Excellent          | Excellent         | Excellent | Excellent     | Excellent           | Excellent 
+| *Assistant - {esql} generation*| Excellent      |  Excellent              | Excellent            | Excellent          | Excellent         | Excellent | Great         | Excellent           | Poor 
+| *Assistant - Alert questions* | Excellent       |  Excellent              | Excellent            | Excellent          | Excellent         | Excellent | Great         | Excellent           | Good 
+| *Assistant - Knowledge retrieval* | Good        |  Excellent              | Excellent            | Excellent          | Excellent         | Excellent | Great         | Excellent           | Excellent
+| *Attack Discovery*            | Great           |  Great                  | Excellent            | Poor               | Poor              | Great     | Poor          | Excellent           | Poor 
 |===
  
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