diff --git a/docs/AI-for-security/llm-performance-matrix.asciidoc b/docs/AI-for-security/llm-performance-matrix.asciidoc index 9cf6998a87..0a9d43dc2c 100644 --- a/docs/AI-for-security/llm-performance-matrix.asciidoc +++ b/docs/AI-for-security/llm-performance-matrix.asciidoc @@ -5,6 +5,7 @@ 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 @@ -12,4 +13,34 @@ This table describes the performance of various large language models (LLMs) for | *Assistant - Alert questions* | Excellent | Excellent | Excellent | Excellent | Poor | Excellent | Good | *Attack discovery* | Excellent | Excellent | Poor | Poor | Good | Great | Poor |=== - \ No newline at end of file + +======= +| *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 <>. + +[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))