BasedAGIBasedAGI
Menu
Rankings live

business_productivity

Best LLM for Text Classification

Ranked models for tagging, classifying, and routing text for workflow automation.

#1 Recommendation

gemini-2.5-pro

Strong on Galileo Agent Leaderboard v2 Avg TSQ (79%) and FACTS Benchmark Suite facts_grounding_score_pct (100%)

external/google/gemini-2-5-pro

23.8%

Score

40.6%

Confidence

27

Evidence

Ranked Models

30

Evidence Quality

80%

Scoring

Benchmark-backed

Top Signal

Galileo Agent Leaderboard v2: Avg TSQ

All Ranked Models

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

Strong on Galileo Agent Leaderboard v2 Avg TSQ (79%) and FACTS Benchmark Suite facts_grounding_score_pct (100%)

23.8%
#2gpt-4.1-20250414

Strong on OpenVLM OCRBench Official ocrbench_score_pct (88%) and Galileo Agent Leaderboard v2 Avg TSQ (64%)

23.6%
#3gemini-3-pro-preview

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

21.0%
#4gemini-2.5-flash
20.9%
#5gpt-5-mini-2025-08-07
18.8%
#6gpt-5-2025-08-07
17.9%
#7anthropic/claude-sonnet-4.6
17.1%
#8Grok-4-0709
16.6%
#10google/gemini-3.1-pro-preview
16.1%
#11openai/gpt-5.4-2026-03-05
15.7%
#12claude-sonnet-4-20250514
14.9%
#13gpt-4.1-mini-20250414
14.6%
#15gpt-5.1-2025-11-13
13.9%
#16gpt-4o
13.3%
#17claude-opus-4-5-20251101
13.3%
#18google/gemini-3.1-flash-lite-preview
13.0%
#19gpt-5.2-2025-12-11
12.4%
#20anthropic/claude-opus-4-6-thinking
12.0%
#22google/gemini-2.0-flash-001
11.9%
#24xai-org/grok-4-fast-reasoning
11.3%
#25gemini-3-flash-preview
11.3%
#26anthropic/claude-opus-4-5-20251101-thinking
11.2%
#29kimi/kimi-k2.5-thinking
10.6%
#30anthropic/claude-sonnet-4-5-20250929-thinking
10.6%
#31xai-org/grok-4-1-fast-reasoning
10.5%
#32qwen-2.5-72b-instruct
10.3%
#35gpt-4o-2024-08-06
9.9%
#38phi-4
9.5%
#40anthropic/claude-opus-4-1-20250805
9.3%
#43grok/grok-4.20-beta-0309-reasoning
9.1%

Head-to-Head: #1 vs #2

#1

Top Pick

gemini-2.5-pro

Strong on Galileo Agent Leaderboard v2 Avg TSQ (79%) and FACTS Benchmark Suite facts_grounding_score_pct (100%)

23.8%

Conf 40.6%

#2

gpt-4.1-20250414

Strong on OpenVLM OCRBench Official ocrbench_score_pct (88%) and Galileo Agent Leaderboard v2 Avg TSQ (64%)

23.6%

Conf 35.7%

Related Lookups