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OpenAI

84·Strong

Overall Trust Score

OpenAI's flagship multimodal model with strong text and vision capabilities. Designed for applications requiring high-quality multimodal understanding and generation.

multimodal
vision
flagship
image-understanding
ocr
education
Version: 2024-05
Last Evaluated: November 8, 2025
Official Website →

Trust Vector

Performance & Reliability

81

Strong multimodal performance with good balance of text and vision capabilities. Better general knowledge (56.1% MMLU) than mini variant.

task accuracy code
78
Methodology
Coding benchmarks
Evidence
HumanEval
~52% pass rate (estimated)
Date: 2024-05-15
Confidence: mediumLast verified: 2025-11-08
task accuracy reasoning
80
Methodology
Mathematical benchmarks
Evidence
MATH
~62% mathematical reasoning
Date: 2024-05-15
Confidence: mediumLast verified: 2025-11-08
task accuracy general
82
Methodology
Knowledge testing and multimodal benchmarks
Evidence
MMLU
56.1% multitask understanding
Date: 2024-05-15
LMSYS Arena
Strong multimodal performance
Date: 2024-06-27
Confidence: highLast verified: 2025-11-08
output consistency
83
Methodology
Internal testing
Evidence
OpenAI Testing
Good consistency across modalities
Date: 2024-05-15
Confidence: mediumLast verified: 2025-11-08
latency p50
Value: 1.3s
Methodology
Median latency
Evidence
OpenAI Documentation
~1.3s typical
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
latency p95
Value: 2.6s
Methodology
95th percentile
Evidence
Community benchmarking
p95 ~2.6s
Date: 2024-06-01
Confidence: highLast verified: 2025-11-08
context window
Value: 128,000 tokens
Methodology
Official specification
Evidence
OpenAI API Documentation
128K context
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
uptime
98
Methodology
Historical uptime
Evidence
OpenAI Status
99.9% uptime
Date: 2025-02-01
Confidence: highLast verified: 2025-11-08

Security

85

Strong security with multimodal safety considerations. Good resistance to adversarial attacks across modalities.

prompt injection resistance
84
Methodology
Multimodal adversarial testing
Evidence
OpenAI Safety
Strong resistance including vision inputs
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
jailbreak resistance
86
Methodology
Safety testing
Evidence
OpenAI Safety
Robust safety mechanisms
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
data leakage prevention
83
Methodology
Policy analysis
Evidence
OpenAI Privacy
API data not used for training
Date: 2024-05-15
Confidence: mediumLast verified: 2025-11-08
output safety
86
Methodology
Safety benchmarks
Evidence
OpenAI Safety
Comprehensive multimodal safety
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
api security
85
Methodology
Security review
Evidence
OpenAI API
Standard API security
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08

Privacy & Compliance

84

Standard OpenAI privacy with 30-day retention. Extra considerations for image data.

data residency
Value: US (primary)
Methodology
Documentation review
Evidence
OpenAI Documentation
US infrastructure
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
training data optout
90
Methodology
Policy analysis
Evidence
OpenAI Privacy
API opt-out by default
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
data retention
Value: 30 days
Methodology
Terms review
Evidence
OpenAI Terms
30-day retention
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
pii handling
82
Methodology
Documentation review
Evidence
OpenAI Documentation
Customer responsible for PII in images
Date: 2024-05-15
Confidence: mediumLast verified: 2025-11-08
Note: Extra care needed with PII in images
compliance certifications
88
Methodology
Certification verification
Evidence
OpenAI Trust
SOC 2, GDPR
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
zero data retention
75
Methodology
Policy review
Evidence
OpenAI Documentation
30-day retention
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08

Trust & Transparency

82

Good transparency with comprehensive multimodal documentation. Strong safety guardrails across modalities.

explainability
83
Methodology
Reasoning evaluation
Evidence
Model Behavior
Good multimodal explanations
Date: 2024-05-15
Confidence: mediumLast verified: 2025-11-08
hallucination rate
80
Methodology
Factual QA testing
Evidence
SimpleQA
Moderate hallucination rate
Date: 2024-05-15
Confidence: mediumLast verified: 2025-11-08
bias fairness
79
Methodology
Multimodal bias benchmarks
Evidence
OpenAI Safety
Bias testing for text and vision
Date: 2024-05-15
Confidence: mediumLast verified: 2025-11-08
uncertainty quantification
81
Methodology
Qualitative assessment
Evidence
Model Behavior
Good uncertainty expression
Date: 2024-05-15
Confidence: mediumLast verified: 2025-11-08
model card quality
86
Methodology
Documentation review
Evidence
OpenAI Documentation
Comprehensive multimodal documentation
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
training data transparency
74
Methodology
Public disclosure
Evidence
OpenAI Statements
General description
Date: 2024-05-15
Confidence: mediumLast verified: 2025-11-08
guardrails
86
Methodology
Safety system analysis
Evidence
Safety Systems
Multimodal guardrails
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08

Operational Excellence

89

Excellent operational maturity with strong multimodal support and ecosystem.

api design quality
92
Methodology
API review
Evidence
OpenAI API
Well-designed multimodal API
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
sdk quality
93
Methodology
SDK review
Evidence
OpenAI SDKs
High-quality SDKs with vision support
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
versioning policy
86
Methodology
Policy review
Evidence
OpenAI Versioning
Clear versioning
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
monitoring observability
85
Methodology
Tool review
Evidence
OpenAI Dashboard
Usage dashboard with multimodal metrics
Date: 2024-05-15
Confidence: mediumLast verified: 2025-11-08
support quality
88
Methodology
Support assessment
Evidence
OpenAI Support
Email support with multimodal expertise
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08
ecosystem maturity
94
Methodology
Ecosystem analysis
Evidence
Ecosystem
Mature multimodal ecosystem
Date: 2025-01-01
Confidence: highLast verified: 2025-11-08
license terms
90
Methodology
Terms review
Evidence
OpenAI Terms
Clear commercial terms
Date: 2024-05-15
Confidence: highLast verified: 2025-11-08

✨ 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

pricing:
input: $2.50 per 1M tokens
output: $10.00 per 1M tokens
notes: Flagship multimodal pricing
last verified: 2025-11-09
context window: 128000
languages:
0: English
1: Spanish
2: French
3: German
4: Italian
5: Portuguese
6: Japanese
7: Korean
8: Chinese
9: Arabic
10: Hindi
modalities:
0: text
1: image
2: vision
3: audio (input)
api endpoint: https://api.openai.com/v1/chat/completions
open source: false
architecture: Transformer-based multimodal
parameters: Not disclosed

Use Case Ratings

code generation

79

Good coding with vision support for UI/UX development.

customer support

88

Excellent for support with image/screenshot understanding.

content creation

86

Strong multimodal content creation with image context.

data analysis

84

Good for chart/graph analysis and visual data extraction.

research assistant

86

Excellent for research with diagram and figure understanding.

legal compliance

78

Adequate with document scanning but 30-day retention may limit use.

healthcare

76

Not HIPAA eligible. Good for medical image analysis with oversight.

financial analysis

84

Excellent for chart/graph analysis in financial reports.

education

90

Outstanding for education with diagram/equation understanding.

creative writing

84

Strong creative writing with visual context and inspiration.