Model Evaluation¶
Interactive Tool
Quick Reference
- Compare: Up to 5 solutions with weighted criteria
- Categories: Cost, performance, compliance, integration
- Output: Decision matrix with scores and recommendations
- Related: Vendor Evaluation Guide
Overview¶
The Model Evaluation Calculator helps you objectively compare AI solutions using weighted criteria:
| Category | Factors |
|---|---|
| Cost | Implementation, operations, TCO |
| Performance | Accuracy, latency, scalability |
| Compliance | Privacy, security, accessibility |
| Integration | APIs, compatibility, support |
Features¶
- Multi-solution comparison (up to 5)
- Customizable weighting
- Automated scoring
- Recommendation generation
- Decision matrix export
Evaluation Criteria¶
Performance Metrics¶
- Model accuracy/precision
- Response time
- Throughput capacity
- Scalability characteristics
Compliance Factors¶
- Privacy compliance (Privacy Act)
- Security standards (PSPF)
- Accessibility (WCAG)
- Ethical AI alignment
Operational Factors¶
- Integration complexity
- Vendor support
- Documentation quality
- Community/ecosystem
When to Use¶
- Vendor selection
- Build vs. buy decisions
- Technology refresh planning
- Alternative analysis