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[8.15] Update llm-performance-matrix.asciidoc (backport #6787) #6792

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[8.15] Update llm-performance-matrix.asciidoc (backport #6787) #6792

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33 changes: 32 additions & 1 deletion docs/AI-for-security/llm-performance-matrix.asciidoc
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Expand Up @@ -5,11 +5,42 @@ This table describes the performance of various large language models (LLMs) for

[cols="1,1,1,1,1,1,1,1", options="header"]
|===
<<<<<<< HEAD
| *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* | | *Assistant - General* | *Assistant - {esql} generation* | *Assistant - Alert questions* | *Assistant - Knowledge retrieval* | *Attack Discovery* | *Automatic Migration*
| *Model* |*Claude 3.7: Sonnet* | Excellent | Excellent | Excellent | Excellent | Excellent | Excellent
| |*Claude 3.5: Sonnet v2*| Excellent | Excellent | Excellent | Excellent | Great | Excellent
| |*Claude 3.5: Sonnet* | Excellent| Excellent | Excellent | Excellent | Excellent | Excellent
| |*Claude 3.5: Haiku* | Excellent| Excellent | Excellent | Excellent | Poor | Poor
| |*Claude 3: Haiku* | Excellent| Excellent | Excellent | Excellent | Poor |Poor
| |*GPT-4o* | Excellent| Excellent | Excellent | Excellent | Great |Great
| |*GPT-4o-mini* | Excellent| Great | Great | Great | Poor |Good
| | **GPT-4.1** | Excellent| Excellent | Excellent | Excellent | Excellent | Excellent
| |**Gemini 1.5 Pro 002** | Excellent| Excellent | Excellent | Excellent | Excellent | Great
| |**Gemini 1.5 Flash 002**|Excellent| Poor | Good | Excellent | Poor | Excellent
| |**Gemini 2.0 Flash 001**|Excellent| Excellent | Excellent | Excellent | Excellent | Excellent
| | **Gemini 2.5 Pro** |Excellent| Excellent | Excellent | Excellent | Excellent | Excellent
|===

[discrete]
== Open-source models
Models you can <<connect-to-byo-llm, deploy yourself>>.

[cols="1,1,1,1,1,1,1,1", options="header"]
|===
| *Feature* | | *Assistant - General* | *Assistant - {esql} generation* | *Assistant - Alert questions*| *Assistant - Knowledge retrieval*| *Attack Discovery* | *Automatic Migration*
| *Model* | *Mistral Nemo* | Good | Good | Great | Good | Poor | Poor
| | **Mistral-Small-3.1-24B-Instruct-2503** | Excellent | Poor | Excellent | Excellent | Good | N/A
| | *LLama 3.2* | Good | Poor | Good | Poor | Poor | Good
| | *LLama 3.1 405b* | Good | Great | Good | Good | Poor | Poor
| | *LLama 3.1 70b* | Good | Good | Poor | Poor | Poor | Good
|===
>>>>>>> ac6ee710 (Update llm-performance-matrix.asciidoc (#6787))