Large language model performance matrix
editLarge language model performance matrix
editThis table describes the performance of various large language models (LLMs) for different use cases in Elastic Security, based on our internal testing. To learn more about these use cases, refer to Attack discovery or AI Assistant.
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 - ES|QL 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 |