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cybersecurity

Best LLM for Security Incident Triage

Ranked models for triaging security incidents from alerts and logs into impact and next steps.

#1 Recommendation

gemini-2.5-pro

Strong on FACTS Benchmark Suite facts_grounding_score_pct (100%) and VADER Leaderboard mean_score_pct (81%)

external/google/gemini-2-5-pro

29.5%

Score

42.7%

Confidence

25

Evidence

Runners-up:#2 gemini-3-pro-preview (25.9%)#3 gpt-4.1-20250414 (20.6%)#4 anthropic/claude-sonnet-4.6 (19.4%)

Ranked Models

30

Evidence Quality

81%

Scoring

Benchmark-backed

Top Signal

FACTS Benchmark Suite: facts_grounding_score_pct

All Ranked Models

Max params:
Min confidence:
30 of 30
RankModelScore
#1gemini-2.5-pro

Strong on FACTS Benchmark Suite facts_grounding_score_pct (100%) and VADER Leaderboard mean_score_pct (81%)

29.5%
#2gemini-3-pro-preview

Strong on FACTS Benchmark Suite facts_grounding_score_pct (88%) and FACTS Benchmark Suite facts_search_score_pct (100%)

25.9%
#3gpt-4.1-20250414

Strong on MMLongBench-Doc Leaderboard acc_score_pct (75%) and Vectara HHEM Leaderboard overall_hallucination_error_pct (82%)

20.6%
#4anthropic/claude-sonnet-4.6
19.4%
#5gpt-5-mini-2025-08-07
19.0%
#6gpt-5-2025-08-07
18.8%
#7Grok-4-0709
18.4%
#8google/gemini-3.1-pro-preview
17.8%
#9openai/gpt-5.4-2026-03-05
17.5%
#10claude-opus-4-5-20251101
17.0%
#11gpt-5.1-2025-11-13
15.5%
#12claude-sonnet-4-20250514
15.5%
#13gemini-3-flash-preview
15.1%
#14google/gemini-3.1-flash-lite-preview
14.5%
#15xai-org/grok-4-fast-reasoning
14.3%
#16xai-org/grok-4-1-fast-reasoning
13.7%
#17anthropic/claude-opus-4-6-thinking
13.6%
#18gpt-5.2-2025-12-11
13.6%
#19gemini-2.5-flash
13.3%
#20kimi/kimi-k2.5-thinking
12.8%
#21x-ai/grok-3
12.6%
#22anthropic/claude-opus-4-5-20251101-thinking
12.6%
#24gpt-4o-2024-05-13
11.8%
#25anthropic/claude-sonnet-4-5-20250929-thinking
11.8%
#26grok/grok-4.20-beta-0309-reasoning
11.5%
#29zai/glm-5-thinking
11.5%
#30o3-20250416
10.7%
#31Llama-2-7b-chat-hf
10.7%
#32openai/gpt-4o-mini-2024-07-18
10.6%
#33mistralai/mistral-large-2512
10.6%

Head-to-Head: #1 vs #2

#1

Top Pick

gemini-2.5-pro

Strong on FACTS Benchmark Suite facts_grounding_score_pct (100%) and VADER Leaderboard mean_score_pct (81%)

29.5%

Conf 42.7%

#2

gemini-3-pro-preview

Strong on FACTS Benchmark Suite facts_grounding_score_pct (88%) and FACTS Benchmark Suite facts_search_score_pct (100%)

25.9%

Conf 33.7%

Full Comparison with Benchmark Evidence →
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Best LLM for Security Incident Triage (2026) | BasedAGI