marketing_sales
Brand voice localization
Localize marketing copy for a locale while preserving brand voice.
#1 Recommendation
gemini-2.5-flash
Strong on LanguageBench Translation Official (Split) translation_to:bleu (92%) and Galileo Agent Leaderboard v2 Avg TSQ (100%)
external/google/gemini-2-5-flash
24.9%
Score
29.0%
Confidence
Limited benchmark evidence for this use case.
35 ranked models with average evidence of 13.6 points. Rankings may shift as more benchmark data is ingested.
Ranked Models
30
Evidence Quality
80%
Scoring
Benchmark-backed
Top Signal
LanguageBench Translation Official (Split): translation_to:bleu
All Ranked Models
Compare Models
Model A leads by +1.6%
Shareable Link →Model A
gemini-2.5-flash
external/google/gemini-2-5-flash
Rank #1
LanguageBench Translation Official (Split): translation_to:bleu
Value 92.0% · Conf 100.0% · Weight 4.9%
languagebench_translation_official.translation_to_bleu (Mar 12, 2026)
Galileo Agent Leaderboard v2: Avg TSQ
Value 100.0% · Conf 100.0% · Weight 3.3%
galileo_agent_v2.avg_tsq (Mar 12, 2026)
LanguageBench: overall:mean
Value 100.0% · Conf 100.0% · Weight 2.9%
languagebench.overall_mean (Mar 12, 2026)
LanguageBench Grammar/Clarity Official (Split): grammar_clarity_score_pct
Value 100.0% · Conf 100.0% · Weight 2.3%
languagebench_grammar_clarity_official.grammar_clarity_score_pct (Mar 12, 2026)
Model B
gpt-4.1-20250414
external/openai/gpt-4-1-20250414
Rank #3
OpenVLM OCRBench Official: ocrbench_score_pct
Value 87.7% · Conf 100.0% · Weight 2.4%
openvlm_ocrbench_official.ocrbench_score_pct (Mar 12, 2026)
Galileo Agent Leaderboard v2: Avg TSQ
Value 64.1% · Conf 100.0% · Weight 2.1%
galileo_agent_v2.avg_tsq (Mar 12, 2026)
OpenVLM TextVQA Official: textvqa_score_pct
Value 76.8% · Conf 100.0% · Weight 2.1%
openvlm_textvqa_official.textvqa_score_pct (Mar 12, 2026)
Galileo Agent Leaderboard v2: Avg AC
Value 100.0% · Conf 100.0% · Weight 1.9%
galileo_agent_v2.avg_ac (Mar 12, 2026)
▶Ranking Diagnostics & Missing Models
Source Lift
Ranked
35
Sources
8
Quality
Insufficient
Vals MedQA
vals_medqa
21 rows
0.5% avg lift
Vals Legal Bench
vals_legal_bench
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
Missing Strong Models
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%
anthropic/claude-opus-4-5-20251101-thinking
external/anthropic/claude-opus-4-5-20251101-thinking
Rank #21
15.2%
▶Taxonomy Details
Core Tasks
Required Modes
Domains
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