How StackCanon Works
Every score, ranking, and recommendation on StackCanon is derived from third-party data and published methodology. Here is exactly how we evaluate tools.
Our Core Principles
Data Over Opinion
Every StackCanon Score is derived from third-party benchmark data, independent audits, and verified user reviews — not editorial opinion. We cite every data source and link to the original research.
Editorial Independence
Affiliate relationships never influence rankings. Tools are ranked by their StackCanon Score alone. Vendors cannot pay for better placement, and we do not accept sponsored reviews.
Regular Updates
Every guide is reviewed and updated when new benchmark data is published, when tools change their pricing or features, or when new competitors enter the market.
Transparent Scoring
The StackCanon Score methodology is published in full. Every score can be traced back to its component metrics and data sources. Nothing is hidden.
The StackCanon Score
The StackCanon Score is a weighted composite metric calculated from independently sourced data across multiple dimensions. The weighting varies by category to reflect the most important factors for each tool type.
Web Hosting
VPN & Privacy
SaaS Tools
Primary Data Sources
StackCanon aggregates data from the following independently operated benchmark and review platforms. We do not conduct our own performance tests; we curate and synthesise the most credible third-party data available.
Annual WordPress Hosting Performance Benchmarks — load testing and uptime analysis
Global server speed tests across 10 locations — TTFB measurement
Long-term uptime monitoring and performance studies for WordPress hosts
Independent VPN performance benchmarks — speed testing across global servers
Email deliverability benchmarks — inbox placement rates across major providers
Verified user reviews — minimum 1,000 reviews required for inclusion
Verified user reviews — used as secondary source for cross-validation
Independent hosting and VPN reviews — used for feature verification
Affiliate Disclosure
StackCanon earns a commission when you purchase through our links, at no extra cost to you. Affiliate relationships are disclosed on every page where they exist. Our rankings are determined entirely by StackCanon Scores derived from third-party data — affiliate commission rates are never factored into rankings. A tool with a 40% commission rate that scores 84 will always rank below a tool with a 10% commission rate that scores 94.
Read full affiliate disclosure →