Skip to content

Updates LLM matrix #1044

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
merged 3 commits into from
Apr 7, 2025
Merged

Updates LLM matrix #1044

Changes from all commits
Commits
Show all changes
3 commits
Select commit Hold shift + click to select a range
fb6484e
updates LLM matrix
benironside Apr 7, 2025
1302a04
fixes matrix
benironside Apr 7, 2025
20be1fd
Merge branch 'main' into LLM-performance-updates
benironside Apr 7, 2025
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
12 changes: 6 additions & 6 deletions solutions/security/ai/large-language-model-performance-matrix.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -22,7 +22,7 @@ This page describes the performance of various large language models (LLMs) for

Models from third-party LLM providers.

| **Feature** | - | **Assistant - General** | **Assistant - {{esql}} generation** | **Assistant - Alert questions** | **Assistant - Knowledge retrieval** | **Attack Discovery** | **AI-powered SIEM migration** |
| **Feature** | - | **Assistant - General** | **Assistant - {{esql}} generation** | **Assistant - Alert questions** | **Assistant - Knowledge retrieval** | **Attack Discovery** | **Automatic Migration** |
| --- | --- | --- | --- | --- | --- | --- | --- |
| **Model** | **Claude 3: Opus** | Excellent | Excellent | Excellent | Good | Great | Good
| | **Claude 3.7: Sonnet** | Excellent | Excellent | Excellent | Excellent | Excellent | Excellent
Expand All @@ -41,9 +41,9 @@ Models from third-party LLM providers.

Models you can [deploy yourself](/solutions/security/ai/connect-to-own-local-llm.md).

| **Feature** | - | **Assistant - General** | **Assistant - {{esql}} generation** | **Assistant - Alert questions** | **Assistant - Knowledge retrieval** | **Attack Discovery** |
| **Feature** | - | **Assistant - General** | **Assistant - {{esql}} generation** | **Assistant - Alert questions** | **Assistant - Knowledge retrieval** | **Attack Discovery** | **Automatic Migration**
| --- | --- | --- | --- | --- | --- | --- |
| **Model** | **Mistral Nemo** | Good | Good | Great | Good | Poor |
| | **LLama 3.2** | Good | Poor | Good | Poor | Poor |
| | **LLama 3.1 405b** | Good | Great | Good | Good | Poor |
| | **LLama 3.1 70b** | Good | Good | Poor | Poor | Poor |
| **Model** | **Mistral Nemo** | Good | Good | Great | Good | Poor | Poor |
| | **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 |
Loading