How Our Comparisons Are Created
Transparent methodology, verified data, regular updates
Data-Driven
3 comparisons based on verified facts
Regularly Updated
Every comparison is reviewed every 90 days
Source-Based
Every claim is backed by a source
The Comparison Process
Research
- Our system researches current facts directly from providers
- Prices, features and updates are sourced from official websites
- Source URLs are documented for every data point
Scoring
- Each tool is evaluated across 23 categories
- Additional categories are selected based on relevance
Content Creation
- AI assists in structuring the researched data
- Comparison texts are created based on verified facts
- No fabricated data β only what has been researched and sourced
Quality Assurance & Updates
- Automated checks for data freshness
- New versions on tool updates or pricing changes
- Community corrections are incorporated
Audience Weighting
Scores are weighted for four audiences: Freelancer, Startup, Enterprise, and Beginner. Each category receives a relevance level (1-3) per audience.
Scoring Categories
Core Categories
Evaluated in every comparison
Evaluation of the complete pricing structure: free tier, paid plans, enterprise pricing, and value relative to feature set.
Evaluate the complete pricing structure including free tier limits, paid plan features, per-seat costs, enterprise pricing, annual vs monthly discounts, and overall value relative to the feature set.
How intuitive is the tool? How steep is the learning curve? How quickly can users become productive?
Evaluate the initial experience, onboarding flow, UI clarity, navigation structure, and time-to-productivity for both beginners and experienced users.
GDPR compliance, server location, encryption, data residency, and compliance certifications.
Evaluate GDPR compliance, server locations, encryption standards, data processing agreements, compliance certifications, and data ownership policies.
Quality of customer support, documentation, community resources, and help offerings.
Evaluate documentation completeness, support responsiveness and channels, community size and activity, and availability of learning resources.
Availability across platforms: web, desktop (Win/Mac/Linux), mobile (iOS/Android), API.
Evaluate availability on web, desktop (Windows, macOS, Linux), mobile (iOS, Android), API access, and feature consistency across platforms.
Pool Categories
Selected based on relevance for the tool pair
Data Sources
- Official tool websites (pricing, features, changelogs)
- Review platforms (G2, Capterra, Trustpilot)
- GitHub (open-source tools)
- App stores (iOS & Google Play)
The Role of AI
AI is a tool, not an author.
What AI does
- Researches and structures publicly available data
- Formulates comparison texts based on research results
- Scores based on defined criteria and researched facts
What AI does NOT do
- Form its own opinions
- Fabricate or estimate data
- Simulate personal experiences
Freshness & Versioning
- Every comparison is versioned
- Automatic updates on tool changes
- Version history is publicly accessible
Last update: 25. March 2026