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[8.17] Updates LLM performance matrix (backport #6268) #6278

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Dec 5, 2024
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[8.17] Updates LLM performance matrix (backport #6268) #6278

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Updates LLM performance matrix (#6268)
benironside Dec 5, 2024
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Delete docs/serverless directory and its contents
github-actions[bot] Dec 5, 2024
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15 changes: 8 additions & 7 deletions docs/AI-for-security/llm-performance-matrix.asciidoc
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Expand Up @@ -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
|===