DeepSeek-R1
DeepSeek
Overall Trust Score
Advanced reasoning AI model from DeepSeek achieving 53.6% on SWE-bench and 79.8% on HumanEval. Combines strong coding capabilities with efficient reasoning at competitive pricing.
Trust Vector
Performance & Reliability
Strong performance with excellent coding capabilities and efficient reasoning. Competitive latency despite reasoning optimization.
task accuracy code93
task accuracy reasoning90
task accuracy general89
output consistency88
latency p50Value: 1.9s
latency p95Value: 3.4s
context windowValue: 64,000 tokens
uptime97
Security
Good security posture with standard guardrails. Adequate protection for typical use cases.
prompt injection resistance85
jailbreak resistance84
data leakage prevention80
output safety86
api security84
Privacy & Compliance
Moderate privacy posture. Data residency primarily in Asia. Limited compliance certifications for Western markets.
data residencyValue: China, Singapore (limited options)
training data optout88
data retentionValue: 60 days (configurable)
pii handling78
compliance certifications82
zero data retention75
Trust & Transparency
Moderate transparency with standard safety features. Limited disclosure compared to Western providers.
explainability84
hallucination rate80
bias fairness78
uncertainty quantification79
model card quality85
training data transparency74
guardrails85
Operational Excellence
Good operational quality with open licensing. Growing ecosystem with room for maturity.
api design quality88
sdk quality86
versioning policy84
monitoring observability84
support quality85
ecosystem maturity82
license terms93
✨ Strengths
- •Excellent coding performance (53.6% SWE-bench, 79.8% HumanEval)
- •Competitive pricing compared to Western alternatives
- •Good reasoning capabilities with efficient implementation
- •Open license allowing commercial use
- •Fast latency (1.9s p50) despite reasoning features
- •Strong mathematical capabilities
⚠️ Limitations
- •Limited data residency options (primarily Asia)
- •Fewer compliance certifications for Western markets
- •60-day data retention (not ephemeral)
- •Limited transparency on training data
- •Smaller context window (64K tokens)
- •Less mature ecosystem compared to Western providers
📊 Metadata
Use Case Ratings
code generation
Excellent coding with 53.6% SWE-bench and 79.8% HumanEval. Strong value proposition with competitive pricing.
customer support
Adequate for customer support but not specialized. Good latency helps.
content creation
Solid content generation capabilities at competitive pricing.
data analysis
Strong analytical capabilities with good reasoning. Excellent value for price.
research assistant
Good research capabilities with reasoning optimization.
legal compliance
Limited compliance certifications for Western markets. Data residency concerns.
healthcare
Not suitable for healthcare due to limited compliance certifications and data residency.
financial analysis
Good analytical capabilities at competitive pricing.
education
Strong tutoring capabilities with good reasoning and affordable pricing.
creative writing
Adequate creative capabilities at good value.