supply_chain
Tail spend categorization
Categorize tail spend purchases into taxonomy buckets for sourcing.
#1 Recommendation
gpt-4.1-20250414
Strong on OpenVLM OCRBench Official ocrbench_score_pct (88%) and Galileo Agent Leaderboard v2 Avg TSQ (64%)
external/openai/gpt-4-1-20250414
20.3%
Score
30.8%
Confidence
Limited benchmark evidence for this use case.
32 ranked models with average evidence of 13.5 points. Rankings may shift as more benchmark data is ingested.
Ranked Models
30
Evidence Quality
79%
Scoring
Benchmark-backed
Top Signal
OpenVLM OCRBench Official: ocrbench_score_pct
All Ranked Models
Compare Models
Model A leads by +2.9%
Shareable Link →Model A
gpt-4.1-20250414
external/openai/gpt-4-1-20250414
Rank #1
OpenVLM OCRBench Official: ocrbench_score_pct
Value 87.7% · Conf 100.0% · Weight 2.2%
openvlm_ocrbench_official.ocrbench_score_pct (Mar 12, 2026)
Galileo Agent Leaderboard v2: Avg TSQ
Value 64.1% · Conf 100.0% · Weight 2.0%
galileo_agent_v2.avg_tsq (Mar 12, 2026)
OpenVLM TextVQA Official: textvqa_score_pct
Value 76.8% · Conf 100.0% · Weight 2.0%
openvlm_textvqa_official.textvqa_score_pct (Mar 12, 2026)
Galileo Agent Leaderboard v2: Avg AC
Value 100.0% · Conf 100.0% · Weight 1.8%
galileo_agent_v2.avg_ac (Mar 12, 2026)
Model B
gemini-2.5-flash
external/google/gemini-2-5-flash
Rank #2
Galileo Agent Leaderboard v2: Avg TSQ
Value 100.0% · Conf 100.0% · Weight 3.1%
galileo_agent_v2.avg_tsq (Mar 12, 2026)
LanguageBench Grammar/Clarity Official (Split): grammar_clarity_score_pct
Value 100.0% · Conf 100.0% · Weight 2.2%
languagebench_grammar_clarity_official.grammar_clarity_score_pct (Mar 12, 2026)
LanguageBench Translation Official (Split): translation_to:bleu
Value 92.0% · Conf 100.0% · Weight 2.0%
languagebench_translation_official.translation_to_bleu (Mar 12, 2026)
LanguageBench: overall:mean
Value 100.0% · Conf 100.0% · Weight 2.0%
languagebench.overall_mean (Mar 12, 2026)
▶Ranking Diagnostics & Missing Models
Source Lift
Ranked
32
Sources
8
Quality
Insufficient
Vals MedQA
vals_medqa
20 rows
0.5% avg lift
Vals Tax Eval v2
vals_tax_eval_v2
20 rows
0.5% avg lift
Vals CorpFin v2
vals_corp_fin_v2
20 rows
0.4% avg lift
Vals Legal Bench
vals_legal_bench
19 rows
0.5% avg lift
Missing Strong Models
gemini-3-flash-preview
external/google/gemini-3-flash-preview
Rank #15
16.2%
gpt-5.2-2025-12-11
external/openai/gpt-5-2-2025-12-11
Rank #16
16.2%
anthropic/claude-opus-4-6-thinking
external/anthropic/claude-opus-4-6-thinking
Rank #17
16.1%
google/gemini-3.1-flash-lite-preview
external/google/gemini-3-1-flash-lite-preview
Rank #19
15.6%
▶Taxonomy Details
Core Tasks
Required Modes
Domains
Related Use Cases
supply_chain
Disruption monitoring brief
Summarize disruptions into risk, options, and recommendations.
Top: gemini-3-pro-preview
supply_chain
Supplier risk monitoring
Track supplier risk signals from multi-source text and summarize actions.
Top: gemini-3-pro-preview
supply_chain
Vendor contract summary (procurement)
Summarize vendor contracts into key terms, risks, and deviations.
Top: gemini-3-pro-preview
supply_chain
Route alternatives planning
Propose alternative routes and tradeoffs under disruptions.
Top: gemini-2.5-pro