Base Layer methodology

Methodology

Base Layer compares compatibility, deployment requirements, costs, operational tradeoffs, and security considerations using public information and official documentation. Platforms within each category are assessed using shared criteria.

Evaluation Framework

What Each Comparison Covers

Criteria vary by category. Within each comparison, the same criteria are applied to all platforms so readers can assess capabilities, requirements, and limitations.

Platform Limits

  • API restrictions
  • Missing capabilities
  • Vendor dependencies
  • Documented constraints

Compatibility

  • OS compatibility
  • Integration requirements
  • Migration complexity
  • Maintenance impact

Deployment Tradeoffs

  • Scalability
  • Administrative effort
  • Infrastructure requirements
  • Long-term maintenance

Security & Compliance

  • Auditability
  • Encryption practices
  • Data residency
  • Compliance signals

Sources & evidence

Data Sources

Data is collected from public documentation and technical resources.

✓Official vendor documentation
✓Technical specifications and product pages
✓Public support resources and knowledge bases
✓Release notes and change logs
✓Security and compliance documentation
✓API and integration documentation

Review Process

Reviews check documentation, requirements, pricing, and significant platform changes. Information can change between updates.

✓Review official documentation updates
✓Verify compatibility and deployment requirements
✓Update security and compliance information
✓Check pricing and licensing model changes
✓Reassess integrations and platform limitations
✓Correct outdated or deprecated information

Evidence & Limitations

Comparisons primarily describe documented capabilities. They do not establish measured performance or guarantee suitability for a particular environment.

✓Features may vary by plan, platform, version, and configuration
✓Official documentation provides the primary evidence
✓Documented capabilities are distinguished from operational interpretation
✓Unconfirmed details should be checked with the provider
✓Any published hands-on results identify the setup, date, and limitations
✓Readers should validate requirements in their own environment

Evaluation Boundaries

What Base Layer Does Not Do

Base Layer is designed as a comparison resource, not a ranking engine. Commercial relationships do not determine how products are evaluated or presented.

No Paid Rankings

Products are not ranked higher because of affiliate relationships, partnerships, or commercial arrangements.

No Sponsored Outcomes

Providers cannot buy a conclusion, category position, or favorable evaluation result.

Product Fit First

The focus is product fit, tradeoffs, requirements, and limitations — not universal best-product claims.

No Hidden Criteria

Comparisons are structured around visible criteria so readers can understand what is being evaluated.