Methodology
How we score
Quick answer
bestsaasboilerplate.com scores every boilerplate on 7 weighted dimensions — feature completeness, code quality, agent readability, documentation, maintenance, developer experience, and value — each backed by written evidence, never a number without a stated reason.
Feature Completeness
20% weightfeature_completenessCount of supported features from the taxonomy, weighted by category importance. Mechanical — derived from the feature matrix, not a subjective read.
Requires written evidence before this dimension can be published
Code Quality
15% weightcode_qualityStatic type-safety enforcement (TypeScript strict mode, mypy, PHPStan, Sorbet — whichever fits the stack), test presence and coverage, lint config, folder consistency, dependency freshness.
Requires written evidence before this dimension can be published
Agent Readability
15% weightagent_readabilityPresence and quality of AGENTS.md / CLAUDE.md / .cursorrules. Can an AI coding agent make a correct 3-file change in one context window? We run this test ourselves — it's our differentiator, and no other boilerplate comparison site scores it.
Requires written evidence before this dimension can be published
Documentation
15% weightdocumentationGetting-started completeness, per-integration guides, architecture docs, and — critically — accuracy against the actual code, not just presence.
Requires written evidence before this dimension can be published
Maintenance
15% weightmaintenanceLast commit recency, release cadence over 90 days, open-issue ratio, framework-version currency. Mostly mechanical, pulled from the GitHub API.
Requires written evidence before this dimension can be published
Developer Experience
10% weightdeveloper_experienceMeasured time from clone to a running app on a clean machine, from our own build-test harness — not a claimed setup time from the vendor's landing page.
Requires written evidence before this dimension can be published
Value
10% weightvaluePrice relative to feature completeness and maintenance within its stack cohort — a $299 boilerplate and a $49 one aren't judged on the same absolute scale.
Requires written evidence before this dimension can be published
Overall score = weighted mean of all 7 dimensions, rounded to one decimal, displayed out of 10.
Hard rules
- Any boilerplate with no commit in 180 days is capped at 5.0 overall regardless of other scores, and flagged stale.
- Every score requires written evidence — what we actually observed. A score with no observable justification cannot be published.
- If we ever ship our own template, it's scored by this exact rubric, by a reviewer who didn't build it. If it loses, it loses publicly — that rule is the business.
- Every product is re-scored quarterly. Revisions are versioned; the review page shows "score changed from X to Y on date."
How we build-test
We clone every boilerplate ourselves and run its real install and build commands —pnpm install,pip install,composer install, or the equivalent for its stack. This runs in ephemeral, credential-less, network-restricted containers — every third-party repo is untrusted code, and we treat it that way. Nothing runs with access to production secrets.
Frequently asked questions
Have a question about how a specific score was reached? See our independence & disclosure policy or get in touch via contact.