What about equity, benefits, and bonuses?

Total compensation = base + equity + bonus + benefits. RSU equity vests over 4 years; signing bonus is one-time; health and 401k match have real value but aren’t cash.

How do I negotiate higher than the calculated number?

Bring concrete data to the conversation: comparable offers from peer companies, market data from levels.fyi or Salary.com, and a justified anchor 10-20% above your true target.

Should I trust this over my recruiter’s advice?

Use the calculator for the math; use your recruiter for context. Recruiters know specific company comp bands; calculators cover the general market.

How accurate are these benchmark numbers?

Benchmarks reflect publicly-available aggregate data; individual outcomes vary by company, location, role specifics. Use as a starting range, refine with role-specific data from levels.fyi / Glassdoor.

How do tax implications affect this comparison?

Significantly. W-2 vs 1099 same gross can differ 25-35% in net after self-employment tax. Compare on after-tax basis, not headline numbers.

How often should I update my rates?

Annually for salaried; quarterly for freelance; after every meaningful win (new client tier, promotion, viral content moment) for creators.

Career & Growth · Free tool

GitHub Profile Scorecard

Evaluate your GitHub profile across 8 criteria that managers check, from pinned repos to commit cadence. Get your instant score with this free online tool.

Updated June 2026

Found this useful?Email Buy Me a Coffee

What it does

Score your GitHub profile across 8 weighted criteria — pinned repos, READMEs, commit cadence, language depth, OSS contributions, bio + photo, project quality. Creator-economy income is more volatile and harder to plan for than salaried income; calculators help convert intuition into projections.

Long-term career planning depends on understanding lifetime earnings curves and savings rates more than monthly cash flow. The gap between “rough estimate” and “defensible number” is exactly where good tooling earns its keep — the math is reproducible, but knowing which inputs matter and what the result means is half the work.

Sponsorship and ad rates vary 5-10x between newsletter / podcast / YouTube; don’t apply one industry’s benchmarks to another. A common pitfall: comparing pre-tax to after-tax compensation across offers. Treat the tool’s output as a starting point and validate against authoritative sources for any consequential decision.

Embed this tool on your siteShow snippet

Paste this snippet into any page. Loads on-demand (lazy), no tracking scripts, and sized to most dashboards. Replace the height to fit your layout.

<iframe src="https://freetoolarena.com/embed/github-profile-scorecard" width="100%" height="720" frameborder="0" loading="lazy" title="GitHub Profile Scorecard" style="border:1px solid #e2e8f0;border-radius:12px;max-width:720px;"></iframe>

Embed docs →

How to use it

Open the tool and review the interface.
Enter or paste your input.
Configure any relevant options.
Run the tool and review the output.
Iterate or refine based on the result.

When to use this tool

Pre-negotiation when you need a defensible target number.
Setting up creator-revenue projections for taxes and budgeting.
Comparing offers with different mixes of salary, equity, and benefits.
Annual rate-review for freelancers as the market shifts.

When not to use it

For one-off opportunistic deals that don’t fit standard rate frameworks.
When the negotiation depends on relationship dynamics more than numbers.
Cross-border compensation comparison (different currency, tax, COL contexts that simple calculators don’t handle).
Highly specialized roles (executive comp, equity heavy, regulated industries) where personalized advice is essential.

Common use cases

A newsletter writers projecting subscription revenue working through github profile scorecard for a real decision.
A freelancers setting and adjusting rates working through github profile scorecard for a real decision.
A salaried W-2 workers planning negotiations working through github profile scorecard for a real decision.
A early-career workers comparing offers working through github profile scorecard for a real decision.

Frequently asked questions

What about equity, benefits, and bonuses?: Total compensation = base + equity + bonus + benefits. RSU equity vests over 4 years; signing bonus is one-time; health and 401k match have real value but aren’t cash.
How do I negotiate higher than the calculated number?: Bring concrete data to the conversation: comparable offers from peer companies, market data from levels.fyi or Salary.com, and a justified anchor 10-20% above your true target.
Should I trust this over my recruiter’s advice?: Use the calculator for the math; use your recruiter for context. Recruiters know specific company comp bands; calculators cover the general market.
How accurate are these benchmark numbers?: Benchmarks reflect publicly-available aggregate data; individual outcomes vary by company, location, role specifics. Use as a starting range, refine with role-specific data from levels.fyi / Glassdoor.
How do tax implications affect this comparison?: Significantly. W-2 vs 1099 same gross can differ 25-35% in net after self-employment tax. Compare on after-tax basis, not headline numbers.
How often should I update my rates?: Annually for salaried; quarterly for freelance; after every meaningful win (new client tier, promotion, viral content moment) for creators.

Show the math + sources

Formula

Weighted score = Σ (criterion_score × criterion_weight) / Σ (5 × criterion_weight) × 100. Eight criteria: pinned repos (×3), READMEs (×3), commit activity (×2), language depth (×2), OSS contributions (×2), bio + name + photo (×2), project quality signals (×3), stars/followers (×1). Suggestions list = top-3 lowest-weighted criteria where score < 4.

What this assumes

Weights reflect surveys and threads from r/cscareerquestions, blind, and dev-hiring-manager interviews 2024-2025. Self-assessment — what a hiring manager would conclude in 90 seconds.

Sources

Methodology last verified: 2026-05-03

Learn more

Explore more career & growth tools

100% in-browserNo downloadsNo sign-upMalware-freeHow we keep this safe →