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[8.14] [bug] Updates LLM Matrix (#5614)
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* Updates LLM Matrix

* fixes table

* Update docs/serverless/AI-for-security/llm-performance-matrix.mdx

Co-authored-by: Nastasha Solomon <[email protected]>

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Co-authored-by: Nastasha Solomon <[email protected]>
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benironside and nastasha-solomon authored Jul 26, 2024
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14 changes: 7 additions & 7 deletions docs/AI-for-security/llm-performance-matrix.asciidoc
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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", options="header"]
[cols="1,1,1,1,1,1", options="header"]
|===
| *Feature* | *Model* | | | | |
| | *Claude 3: Opus* | *Claude 3: Sonnet* | *Claude 3: Haiku* | *GPT-4o* | *GPT-4 Turbo*| *GPT-4 32K*
| *Feature* | *Model* | | | |
| | *Claude 3: Opus* | *Claude 3.5: Sonnet* | *Claude 3: Haiku* | *GPT-4o* | *GPT-4 Turbo*

| *Assistant - General* | Excellent | Excellent | Excellent | Excellent | Excellent | Excellent
| *Assistant - {esql} Generation*| Great | Great | Poor | Excellent | Poor | Excellent
| *Assistant - Alert Questions* | Excellent | Excellent | Excellent | Excellent | Poor | Good (limited context)
| *Attack discovery* | Excellent | Great | Poor | Poor | Good | Good (limited context)
| *Assistant - General* | Excellent | Excellent | Excellent | Excellent | Excellent
| *Assistant - {esql} Generation*| Great | Great | Poor | Excellent | Poor
| *Assistant - Alert Questions* | Excellent | Excellent | Excellent | Excellent | Poor
| *Attack discovery* | Excellent | Excellent | Poor | Poor | Good
|===
14 changes: 7 additions & 7 deletions docs/serverless/AI-for-security/llm-performance-matrix.mdx
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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 <DocLink slug="/serverless/security/attack-discovery" text="Attack discovery"/> or <DocLink slug="/serverless/security/ai-assistant" text="AI Assistant"/>.

| **Feature:** | **Model** | | | | | |
|-------------------------------|-----------------------|--------------------|--------------------|------------|-----------------|----------------|
| | **Claude 3: Opus** | **Claude 3: Sonnet** | **Claude 3: Haiku** | **GPT-4o** | **GPT-4 Turbo** | **GPT-4 32K** |
| **Assistant: general** | Excellent | Excellent | Excellent | Excellent | Excellent | Excellent |
| **Assistant: ((esql)) generation** | Great | Great | Poor | Excellent | Poor | Excellent |
| **Assistant: alert questions** | Excellent | Excellent | Excellent | Excellent | Poor | Good (limited context) |
| **Attack discovery** | Excellent | Great | Poor | Poor | Good | Good (limited context) |
| **Feature** | **Model** | | | | |
|-------------------------------|-----------------------|--------------------|--------------------|------------|-----------------|
| | **Claude 3: Opus** | **Claude 3.5: Sonnet** | **Claude 3: Haiku** | **GPT-4o** | **GPT-4 Turbo** |
| **Assistant: general** | Excellent | Excellent | Excellent | Excellent | Excellent |
| **Assistant: ((esql)) generation** | Great | Great | Poor | Excellent | Poor |
| **Assistant: alert questions** | Excellent | Excellent | Excellent | Excellent | Poor |
| **Attack discovery** | Excellent | Excellent | Poor | Poor | Good |

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