Provider and attribution
Artificial Analysis
- Registry state
- registered
- Rights state
- assumed
- Provider group
- artificial-analysis
Data sourced from Artificial Analysis
Release planning · no model scores
AA-LCR evidence mapping
Exact V3 collection, facet, metric, lineage, identity and rights mapping for AA-LCR from Artificial Analysis.
V3 evidence records
3 collection mappings
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.
supporting evidence · document-comprehension/artificial-analysis/aa-lcr
Document Comprehension & Extraction
Which models are best at document comprehension and extraction?
- Upstream access
- machine-ready
- Eligibility
- runnable-now
- Registry
- registered
- Max task directness
- 45%
Collection facets
Field and entity extraction · objective · 25%
Extract requested values exactly and preserve missingness.
Tables and figures · objective · 25%
Reason over tabular and visual document content without losing units or labels.
Cross-document reconciliation · hybrid · 25%
Join facts across sources while retaining provenance and conflicts.
Requirements and document QA · hybrid · 25%
Answer precise questions and cite where the answer came from.
Capability atoms
long_context_reasoning
Subject identity
- Declared:
- foundation-model
- Metric partitions:
- foundation-model
- Separate partition required:
- no
- Identity projection:
- forbidden
Usable evidence lineages
long-context-reasoning/foundation-model
Exact metric contract
| Metric | Lineage | Subject | Protocol | Use |
|---|---|---|---|---|
aa_lcrAA-LCR | long-context-reasoning | foundation-model | not supplied | usable |
Exclusions and blockers
- source redistribution is conditional: assumed
Mapping note
Support only; no direct extraction guarantee.
supporting evidence · legal-work/artificial-analysis/aa-lcr
Legal Document Work
Which models are best at legal document work?
- Upstream access
- machine-ready
- Eligibility
- runnable-now
- Registry
- registered
- Max task directness
- 35%
Collection facets
Contract review · hybrid · 25%
Find material clauses, gaps, dependencies, and negotiation points.
Compliance and policy · hybrid · 25%
Apply the stated rule set while preserving jurisdiction and scope.
Risk memos · hybrid · 25%
Prioritise legal risks by likelihood, impact, and available evidence.
Plain-language explanation · hybrid · 25%
Explain consequences clearly without erasing important nuance.
Capability atoms
long_context_reasoning
Subject identity
- Declared:
- foundation-model
- Metric partitions:
- foundation-model
- Separate partition required:
- no
- Identity projection:
- forbidden
Usable evidence lineages
long-context-reasoning/foundation-model
Exact metric contract
| Metric | Lineage | Subject | Protocol | Use |
|---|---|---|---|---|
aa_lcrAA-LCR | long-context-reasoning | foundation-model | not supplied | usable |
Exclusions and blockers
- source redistribution is conditional: assumed
Mapping note
Supports document reasoning only; it does not establish legal quality.
supporting evidence · research-synthesis/artificial-analysis/aa-lcr
Research & Evidence Synthesis
Which models are best at research and evidence synthesis?
- Upstream access
- machine-ready
- Eligibility
- runnable-now
- Registry
- registered
- Max task directness
- 35%
Collection facets
Evidence retrieval · hybrid · 25%
Find relevant, authoritative evidence and avoid source laundering.
Source reconciliation · hybrid · 25%
Resolve disagreement, dates, definitions, and incompatible scopes.
Competitive and market analysis · hybrid · 25%
Separate observed facts, inference, and speculation.
Research briefs · hybrid · 25%
Produce a concise, cited, decision-useful synthesis.
Capability atoms
long_context_reasoning
Subject identity
- Declared:
- foundation-model
- Metric partitions:
- foundation-model
- Separate partition required:
- no
- Identity projection:
- forbidden
Usable evidence lineages
long-context-reasoning/foundation-model
Exact metric contract
| Metric | Lineage | Subject | Protocol | Use |
|---|---|---|---|---|
aa_lcrAA-LCR | long-context-reasoning | foundation-model | not supplied | usable |
Exclusions and blockers
- source redistribution is conditional: assumed
Mapping note
A broad reasoning signal only.