Model Profile
DeepSeek-V3
Use this page to decide where this model is a strong fit. Rankings below are benchmark-backed by use case, with explicit confidence and contributor metrics.
Identity
ID: deepseek-ai/DeepSeek-V3
Author: deepseek-ai
Origin: huggingface_catalog
Arch: unknown
Benchmark Coverage
Scored use cases: 5
Avg confidence: 10.6%
Evidence points: 24
Raw rows: 13
Weighted rows: 6
Catalog Metadata
Parameters: unknown
Context window: 4096
Downloads: 1,295,783
Intelligence Profile
Dimension Breakdown
* Low confidence — limited benchmark evidence for this dimension
1/5 dimensions scored · Last updated Mar 17, 2026
Some fit rows have limited benchmark evidence.
5 of 5 scored use cases have low confidence or thin contributor coverage.
Coverage Diagnostics
actively scoredUse-Case Scores
5
Total Measurements
13
Weighted Measurements
6
Weighted Sources
3
Raw Source Coverage
Weighted Source Coverage
Best Use Cases for This Model
| Use Case | Score |
|---|---|
| Integration test generation use_case.dev.integration_tests | 7.2% |
| Contract Drafting & Redlining use_case.legal.contract_drafting | 7.1% |
| Contract redline summary use_case.legal.contract_redline_summary | 6.6% |
| Clause playbook check use_case.legal.playbook_clause_check | 6.4% |
| Contract term extraction use_case.legal.contract_term_extraction | 6.4% |