The GitRoll Algorithm
Wonder how the algorithmic "black box" works? Let"s take a deeper dive!
Contribution
Contribution to influential open-source projects.
Uniqueness
Evaluates project with our ACID© scoring system.
Reliability
Demonstrates strong logical thinking, producing reliable code.
Influence
Experience in leading projects acknowledged by other developers.
Security
Ability to produce secure code without vulnerabilities or data leaks.
Maintainability
Ability to write clean, easily readable, and maintainable code.
Contribution
Contribution to influential open-source projects.
Reliability
Demonstrates strong logical thinking, producing reliable code.
Security
Ability to produce secure code without vulnerabilities or data leaks.
Uniqueness
Evaluates project with our ACID© scoring system.
Influence
Experience in leading projects acknowledged by other developers.
Maintainability
Ability to write clean, easily readable, and maintainable code.
Staying home every night for the past 12 years of my life finally paying off.
@dabit3
The Magic Formula
Overall Rating = 30% Hard Skills + 40% Soft Skills + 30% Builder Skills
Hard Skills
Security, Maintainability, Reliability, weighted by project recency and complexity
Soft Skills
Influence, Contribution on GitHub repositories
Builder Skills
Uniqueness, evaluated with ACID© scoring system
We scan through your public repositories, private repositories that you have granted permission, as well as your other stats on GitHub. Then, we aggregate the scan results into an overall score with 3 categories using the formula shown.
New Feature__________________________________: ACID© Builder Skills Evaluation for Uniqueness
We conduct in-depth analysis of your repositories to evaluate their uniqueness and innovation potential through our proprietary ACID© scoring system, which meticulously examines Architecture, Cross-Domain integration, Innovation approaches, and Documentation quality to identify truly groundbreaking projects
See Demo EvaluationArchitecture
Evaluates the structural design and organization of the codebase
Cross-Domain
Measures integration across different technical domains and technologies
Innovation
Assesses the novelty and creative approaches in the project
Documentation
Reviews the quality and completeness of project documentation
| Interval | Rating | Title |
|---|---|---|
| [8.91, 10.0] | S+ | Staff/Exemplary |
| [7.34, 8.91) | S | Senior |
| [5.89, 7.34) | A | Mid-level |
| [5.01, 5.89) | B | Junior |
| [0.00, 5.01) | C | Intern |
*Last updated 26 Feb, 2025
*Ratings schemes D and E are deprecated since 11 Feb, 2025
Scoring Averages and Cutoffs
Our rating system classifies developers based on their CURISM scores, ranging from Intern (C) to Staff/Exemplary (S+). This scoring is derived from analyzing thousands of GitHub repositories to establish reliable benchmarks.
Scan Your ProfileOverall Rating
Get Your GitRoll Score
Talk is cheap. Let your GitHub do the talking! Scan your profile with our algorithm now. In just minutes, uncover your real strengths and see exactly where you rank among developers.