GPT-4o
OpenAI
Overall Trust Score
OpenAI's flagship multimodal model with strong text and vision capabilities. Designed for applications requiring high-quality multimodal understanding and generation.
Trust Vector
Performance & Reliability
Strong multimodal performance with good balance of text and vision capabilities. Better general knowledge (56.1% MMLU) than mini variant.
task accuracy code78
task accuracy reasoning80
task accuracy general82
output consistency83
latency p50Value: 1.3s
latency p95Value: 2.6s
context windowValue: 128,000 tokens
uptime98
Security
Strong security with multimodal safety considerations. Good resistance to adversarial attacks across modalities.
prompt injection resistance84
jailbreak resistance86
data leakage prevention83
output safety86
api security85
Privacy & Compliance
Standard OpenAI privacy with 30-day retention. Extra considerations for image data.
data residencyValue: US (primary)
training data optout90
data retentionValue: 30 days
pii handling82
compliance certifications88
zero data retention75
Trust & Transparency
Good transparency with comprehensive multimodal documentation. Strong safety guardrails across modalities.
explainability83
hallucination rate80
bias fairness79
uncertainty quantification81
model card quality86
training data transparency74
guardrails86
Operational Excellence
Excellent operational maturity with strong multimodal support and ecosystem.
api design quality92
sdk quality93
versioning policy86
monitoring observability85
support quality88
ecosystem maturity94
license terms90
✨ Strengths
- •Strong multimodal capabilities (text + vision)
- •Good general knowledge (56.1% MMLU)
- •Excellent for diagram and chart understanding
- •OCR and document processing capabilities
- •Large 128K context window
- •Mature multimodal ecosystem
⚠️ Limitations
- •Mid-tier performance compared to specialized text models
- •30-day data retention
- •Not HIPAA eligible
- •Higher cost than text-only alternatives
- •PII concerns with image inputs
- •Moderate coding capabilities
📊 Metadata
Use Case Ratings
code generation
Good coding with vision support for UI/UX development.
customer support
Excellent for support with image/screenshot understanding.
content creation
Strong multimodal content creation with image context.
data analysis
Good for chart/graph analysis and visual data extraction.
research assistant
Excellent for research with diagram and figure understanding.
legal compliance
Adequate with document scanning but 30-day retention may limit use.
healthcare
Not HIPAA eligible. Good for medical image analysis with oversight.
financial analysis
Excellent for chart/graph analysis in financial reports.
education
Outstanding for education with diagram/equation understanding.
creative writing
Strong creative writing with visual context and inspiration.