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customer_experience

Best LLM for Ticket Triage

Compare models for classifying and prioritizing support tickets with structured output.

#1 Recommendation

gpt-4.1-20250414

Strong on Galileo Agent Leaderboard v2 Avg AC (100%) and Vectara HHEM Leaderboard overall_hallucination_error_pct (82%)

external/openai/gpt-4-1-20250414

22.7%

Score

33.1%

Confidence

24

Evidence

Ranked Models

30

Evidence Quality

79%

Scoring

Benchmark-backed

Top Signal

Galileo Agent Leaderboard v2: Avg AC

All Ranked Models

Max params:
Min confidence:
30 of 30
RankModelScore
#1gpt-4.1-20250414

Strong on Galileo Agent Leaderboard v2 Avg AC (100%) and Vectara HHEM Leaderboard overall_hallucination_error_pct (82%)

22.7%
#2gemini-2.5-pro

Strong on Galileo Agent Leaderboard v2 Avg AC (59%) and FACTS Benchmark Suite facts_grounding_score_pct (100%)

21.2%
#3gemini-3-pro-preview

Strong on FACTS Benchmark Suite facts_grounding_score_pct (88%) and Vals Finance Agent overall_accuracy_pct (87%)

18.2%
#4gemini-2.5-flash
17.0%
#5gpt-5-mini-2025-08-07
15.7%
#6gpt-5-2025-08-07
15.0%
#7Grok-4-0709
14.9%
#8gpt-4.1-mini-20250414
14.7%
#10claude-sonnet-4-20250514
14.0%
#11gpt-4o
13.9%
#12anthropic/claude-sonnet-4.6
13.9%
#13google/gemini-3.1-pro-preview
13.0%
#16openai/gpt-5.4-2026-03-05
12.4%
#28gpt-5.1-2025-11-13
11.3%
#36qwen-2.5-72b-instruct
11.1%
#38Qwen3-Embedding-4B
11.0%
#45claude-opus-4-5-20251101
10.8%
#67gemini-3-flash-preview
10.1%
#69google/gemini-3.1-flash-lite-preview
9.9%
#77xai-org/grok-4-fast-reasoning
9.8%
#88gpt-5.2-2025-12-11
9.6%
#106anthropic/claude-opus-4-6-thinking
9.3%
#119xai-org/grok-4-1-fast-reasoning
9.1%
#149anthropic/claude-opus-4-5-20251101-thinking
8.6%
#162kimi/kimi-k2.5-thinking
8.2%
#165anthropic/claude-sonnet-4-5-20250929-thinking
8.2%
#178google/gemini-2.0-flash-001
7.8%
#193gpt-4o-2024-08-06
7.6%
#199anthropic/claude-opus-4-1-20250805
7.5%
#202deepseek-v3
7.4%

Head-to-Head: #1 vs #2

#1

Top Pick

gpt-4.1-20250414

Strong on Galileo Agent Leaderboard v2 Avg AC (100%) and Vectara HHEM Leaderboard overall_hallucination_error_pct (82%)

22.7%

Conf 33.1%

#2

gemini-2.5-pro

Strong on Galileo Agent Leaderboard v2 Avg AC (59%) and FACTS Benchmark Suite facts_grounding_score_pct (100%)

21.2%

Conf 35.4%

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