Gemini 2.0 Flash
v20251101Fast and efficient multimodal AI model from Google achieving 53.6% on SWE-bench and 62.1% on MMLU. Optimized for speed with strong vision capabilities and real-time applications.
Trust Vector Analysis
Dimension Breakdown
🚀Performance & Reliability+
Fast and efficient with excellent multimodal capabilities. 1M token context window is industry-leading. Optimized for speed with 0.8s p50 latency.
Industry-standard coding benchmarks
Graduate-level reasoning benchmarks
Comprehensive knowledge testing
Internal testing with repeated prompts
Median latency for API requests
95th percentile response time
Official specification
Historical uptime data
🛡️Security+
Strong security leveraging Google Cloud infrastructure. Comprehensive safety guardrails.
Testing against OWASP LLM01
Testing against adversarial prompts
Analysis of privacy policies
Safety testing across content categories
Review of API security features
🔒Privacy & Compliance+
Excellent privacy leveraging Google Cloud infrastructure. HIPAA eligible with comprehensive certifications.
Review of Google Cloud documentation
Analysis of privacy policy
Review of data retention policies
Review of data protection capabilities
Verification of certifications
Review of data handling
👁️Trust & Transparency+
Good transparency with strong safety guardrails. Standard explainability for a Flash model.
Evaluation of explanation features
Testing on factual QA datasets
Evaluation on bias benchmarks
Assessment of confidence expression
Review of documentation
Review of public disclosures
Analysis of safety mechanisms
⚙️Operational Excellence+
Excellent operational maturity leveraging Google Cloud. Mature ecosystem with comprehensive support.
Review of API design
Review of SDK quality
Review of versioning practices
Review of monitoring tools
Assessment of support options
Analysis of ecosystem
Review of licensing
- +Blazing fast latency (0.8s p50, 1.5s p95)
- +Industry-leading 1M token context window
- +Strong multimodal capabilities (text, image, video)
- +HIPAA eligible with comprehensive Google Cloud compliance
- +Excellent pricing - best value in class ($0.10/$0.40 per 1M tokens)
- +Ephemeral data processing for privacy
- !Lower MMLU score (62.1%) compared to flagship models
- !Flash optimization may sacrifice some quality for speed
- !Limited explainability compared to reasoning models
- !Training data transparency could be improved
- !May not be suitable for highly complex reasoning tasks
- !Moderate hallucination rates
Use Case Ratings
code generation
Strong coding with 53.6% SWE-bench. Fast latency ideal for interactive development.
customer support
Excellent for customer support with fast 0.8s latency. Multimodal capabilities help with image support.
content creation
Good content generation with fast turnaround. Strong for high-volume content needs.
data analysis
Good analytical capabilities with fast processing. 1M context window excellent for large datasets.
research assistant
Good research capabilities with massive 1M context for large documents.
legal compliance
HIPAA eligible with strong Google Cloud compliance. Good for regulated industries.
healthcare
HIPAA eligible with comprehensive compliance certifications.
financial analysis
Good analytical capabilities with fast processing for real-time analysis.
education
Strong for education with fast responses and multimodal capabilities.
creative writing
Adequate creative capabilities with fast generation.