Provider and attribution
LMArena Leaderboard Dataset
- Registry state
- registered
- Rights state
- approved
- Provider group
- lmarena
Contains data from the Arena Leaderboard Dataset by Arena, licensed under CC BY 4.0
Release planning · no model scores
Style-controlled writing and business evidence mapping
Exact V3 collection, facet, metric, lineage, identity and rights mapping for Style-controlled writing and business from LMArena Leaderboard Dataset.
V3 evidence records
1 collection mapping
A repeated upstream benchmark can map to several collections. Each record below preserves its own task role, facets, capability atoms, subject identity, metrics, lineages and exclusions.
primary evidence · business-writing/lmarena/style-controlled-writing-and-business
Business Writing & Email
Which models are best at business writing and email?
- Upstream access
- machine-ready
- Eligibility
- runnable-now
- Registry
- registered
- Max task directness
- 55%
Collection facets
Email and correspondence · hybrid · 25%
Write sendable messages with the right tone and next action.
Memos and reports · hybrid · 25%
Structure evidence and recommendations for busy business readers.
Editing and voice · hybrid · 25%
Improve clarity while preserving facts, intent, and an intended voice.
Brief and constraint adherence · hybrid · 25%
Follow nuanced content and format constraints without generic filler.
Capability atoms
human_preferenceinstruction_following
Subject identity
- Declared:
- foundation-model
- Metric partitions:
- foundation-model
- Separate partition required:
- no
- Identity projection:
- forbidden
Usable evidence lineages
lmarena-text-style-control/foundation-model
Exact metric contract
| Metric | Lineage | Subject | Protocol | Use |
|---|---|---|---|---|
text_style_control.industry_writing_and_literature_and_languageLMArena Text — Writing, literature and language | lmarena-text-style-control | foundation-model | LMArena Text Arena style-controlled category rating | usable |
text_style_control.industry_business_and_management_and_financial_operationsLMArena Text — Business, management and financial operations | lmarena-text-style-control | foundation-model | LMArena Text Arena style-controlled category rating | usable |
text_style_control.instruction_followingLMArena Text (style controlled) — Instruction following | lmarena-text-style-control | foundation-model | LMArena Text Arena style-controlled category rating | usable |
Exclusions and blockers
No mapping-level exclusion is recorded; the page-level release gate still applies.
Mapping note
Internal pairwise evidence remains the main task-quality signal.