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Updates LLM performance matrix #1955

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Merged
merged 5 commits into from
Jul 15, 2025
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Updates LLM performance matrix #1955

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c39c1d1
Updates LLM performance matrix
natasha-moore-elastic Jun 27, 2025
147d6cf
Address feedback
natasha-moore-elastic Jul 14, 2025
b564f99
move chronologically
natasha-moore-elastic Jul 14, 2025
7a1a036
Merge branch 'main' into issue-1897-llm-matrix
natasha-moore-elastic Jul 14, 2025
02c3acd
Merge branch 'main' into issue-1897-llm-matrix
natasha-moore-elastic Jul 15, 2025
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14 changes: 5 additions & 9 deletions solutions/security/ai/large-language-model-performance-matrix.md
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Expand Up @@ -27,16 +27,11 @@ Models from third-party LLM providers.

| **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
| **Model** | **Claude 4: Opus** | Excellent | Excellent | Excellent | Excellent | Excellent | Excellent
| | **Claude 3.7: Sonnet** | Excellent | Excellent | Excellent | Excellent | Excellent | Excellent
| | **Claude 3.5: Sonnet v4** | Excellent | Excellent | Excellent | Excellent | Excellent | Excellent
| | **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

Expand All @@ -47,8 +42,9 @@ Models you can [deploy yourself](/solutions/security/ai/connect-to-own-local-llm

| **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 |
| **Model** | **Mistral‑Small‑3.2‑24B‑Instruct‑2506** | Excellent | Poor | Excellent | Excellent | Good | N/A
| | **Mistral-Small-3.1-24B-Instruct-2503** | Excellent | Poor | Excellent | Excellent | Good | N/A
| | **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 |
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