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business_productivity

Best LLM for Invoice Extraction

Compare models for extracting structured fields from invoices and receipts.

#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

22.4%

Score

35.8%

Confidence

25

Evidence

Runners-up:#2 gemini-3-pro-preview (22.2%)#3 gpt-4.1-20250414 (19.4%)#4 anthropic/claude-sonnet-4.6 (18.1%)

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%)

22.4%
#2gemini-3-pro-preview

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

22.2%
#3gpt-4.1-20250414

Strong on Galileo Agent Leaderboard v2 Avg TSQ (64%) and Vectara HHEM Leaderboard overall_hallucination_error_pct (82%)

19.4%
#4anthropic/claude-sonnet-4.6
18.1%
#5gemini-2.5-flash
17.8%
#6gpt-5-mini-2025-08-07
17.6%
#7Grok-4-0709
17.5%
#8google/gemini-3.1-pro-preview
17.0%
#9gpt-5-2025-08-07
16.7%
#10openai/gpt-5.4-2026-03-05
16.5%
#11claude-sonnet-4-20250514
15.8%
#12gpt-5.1-2025-11-13
14.6%
#13claude-opus-4-5-20251101
14.0%
#14google/gemini-3.1-flash-lite-preview
13.7%
#15gpt-5.2-2025-12-11
13.1%
#16anthropic/claude-opus-4-6-thinking
12.6%
#17xai-org/grok-4-fast-reasoning
12.0%
#18gemini-3-flash-preview
11.9%
#19anthropic/claude-opus-4-5-20251101-thinking
11.8%
#21kimi/kimi-k2.5-thinking
11.2%
#22anthropic/claude-sonnet-4-5-20250929-thinking
11.1%
#23xai-org/grok-4-1-fast-reasoning
11.1%
#24qwen-2.5-72b-instruct
10.8%
#25gpt-4o-2024-08-06
10.5%
#26gpt-4o
10.3%
#29anthropic/claude-opus-4-1-20250805
9.8%
#33grok/grok-4.20-beta-0309-reasoning
9.6%
#35anthropic/claude-haiku-4-5-20251001-thinking
9.4%
#38mistralai/mistral-large-2512
9.4%
#41alibaba/qwen3.5-flash
9.2%

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%)

22.4%

Conf 35.8%

#2

gemini-3-pro-preview

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

22.2%

Conf 30.9%

Full Comparison with Benchmark Evidence →
Full Use-Case PageBrowse All Use CasesHow We Score

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