Current repository readingScanned Jul 24, 2026, 10:09 AM UTC

crawl4ai Codebase Valuation

๐Ÿš€๐Ÿค– Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

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RepoWorth
github.com/unclecode

crawl4ai

๐Ÿš€๐Ÿค– Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

RepoWorth$24,448Current measured development value ยท 14.4 active build days
Rebuild complexity89.376/100Profile: Complex
1.8M code tokens556 source filesPython primary language
Scanned Jul 24, 2026Public GitHub repositorycodevaluation.com/repoworth/crawl4ai
Authored code1.8M tokens ยท 185,628 source lines
Complexity89.376/100 ยท Complex
Primary stackPython
Scan coverage100% ยท Content scan
RepoWorth development valuation

One valuation, with the evidence behind it.

RepoWorth models the current development value represented by the visible repository evidence. It does not include ideation, intellectual property, business value, product discovery, or sale price.

RepoWorthCurrent measured development value
$24,448

Modeled range $19,558 to $29,338

14.4 active build days115.6 engineering hours1.4M implementation tokens
Repository evidenceMeasured at the scanned commit
1.8M tokens

185,628 source lines across 556 authored files

243 test files161 dependencies100% scan coverage
Measured RepoWorth history

The current RepoWorth starts the measured history.

This current scan is the first measured point. Later scans add comparable history when the repository changes. RepoWorth is not back-cast onto commits that were never scanned.

Recorded RepoWorth$24,448
Current measured reading
Measured ยท Jul 24, 2026Data through ยท Jul 24, 2026
Measurement basisCurrent readingCurrent published repository scan
Evidence coverage100%current scan
Complexity89/100Measured from code scale and structural signals
Maintainability70/100Current structure, tests, and generated-code balance

This current scan establishes the RepoWorth baseline. Comparable value changes appear only after another completed scan under the same measurement basis.

52-week repository activity

432 commits across the public default-branch history.

Commit activity provides delivery context. It does not assign a historical RepoWorth to unscanned commits or treat commit count as value.

Jul 27, 2025Weekly commitsJul 19, 2026

RepoWorth history compares completed repository scans only when their measurement basis is compatible. Commit activity is shown separately so delivery volume is not presented as code value.

Repository contributors

Top contributors.

Ranked from the public GitHub contributor evidence available at the latest scan. This table describes measured repository activity, not ownership or original authorship.

RankContributorContributionsShare of top groupLatest measured activity
#1unclecode@unclecode1,01269.5%Current GitHub contributor snapshot
#2ntohidi@ntohidi27719.0%Current GitHub contributor snapshot
#3aravindkarnam@aravindkarnam876.0%Current GitHub contributor snapshot
#4SohamKukreti@SohamKukreti201.4%Current GitHub contributor snapshot
#5hafezparast@hafezparast181.2%Current GitHub contributor snapshot
#6Yuri Chukhlib@YuriNachos171.2%Current GitHub contributor snapshot
#7claude@claude80.5%Current GitHub contributor snapshot
#8prokopis3@prokopis360.4%Current GitHub contributor snapshot
#9murphycw@murphycw60.4%Current GitHub contributor snapshot
#10bizrockman@bizrockman50.3%Current GitHub contributor snapshot
About crawl4ai

What the public repository appears to contain.

๐Ÿš€๐Ÿค– Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

License
Apache-2.0
Default branch
main
GitHub stars
74,783
Forks
7,707
Last public push
Jul 22, 2026
Repository state
Active public repository
Detected language profile7.7MB authored source
Python68.87%
HTML18.25%
JavaScript7.94%
CSS4.79%
Shell0.16%
Source files556
Test files243
Manifests1
Dependencies161
Measured technical evidence

A fuller view of what the scanner found.

These values come from the same immutable repository scan as the headline RepoWorth. They stay tied to the scanned commit so the reading can be inspected against one exact source state.

Maintainability signal70/100

Established based on deterministic repository structure and complexity signals.

Production source1.1M tokens

First-party implementation tokens eligible for the modeled code-scale input.

Test evidence772.8K tokens

243 detected test files contribute separately from production code.

Configuration and infrastructure685 tokens

1 manifests and 0 workspace boundaries were detected.

Documentation940.3K tokens

189 documentation files remain visible as a distinct enablement signal.

Integration surface5,020 signals

161 dependency declarations and 1 public-interface signals were measured.

Repository structure6 levels deep

0 large files and 17,590 branch signals add structural context.

Excluded from authored evidence0 files

9 generated files were identified. Ignored and generated material does not inflate RepoWorth.

Measured repository distinctions

Repository evidence highlights.

Each highlight records a measured characteristic of the same repository scan used for this RepoWorth report.

enablement

Documented foundation

At least 100,000 documentation tokens were measured in public documentation paths.

architecture

Integration surface

At least 1,000 deterministic integration signals were measured in source.

quality

Verification depth

At least 20 percent of measured source tokens are in test paths.

operations

Infrastructure backbone

At least 100,000 measured tokens are in explicit infrastructure and deployment paths.

quality

Test fortress

At least 35 percent of measured source tokens are in detected test paths.

Technical effort profile

What makes this repository harder to rebuild.

Code scale, branching, dependencies, languages, structure, and visible test evidence shape the implementation and verification effort represented by this repository.

Code scaleHigh

Measured from the current source archive.

ComplexityHigh

Derived from branch density, dependencies, languages, and code scale.

VerificationHigh

Measures visible test code relative to the source corpus.

Development effort composition

Source volume alone does not explain the work.

This view separates authored evidence from the implementation, integration, verification, and engineering oversight represented by the current repository.

Reading boundary: These are modeled development inputs for the visible code. They do not include product discovery, company value, private systems, or commercial outcomes.

Weighted authored evidence1.4MProduction, tests, configuration, and documentation
Estimated implementation output1.4MImplementation, retries, integration, and verification
Engineering oversight115.6 hoursOrientation, integration, tests, and review
Active build time14.4 daysModeled effort represented by the current source state
Evidence boundary

What this valuation includes.

CodeValuation.com counted supported authored source on commit 7e801521428ee12509994d39151006f64055ebe3, measured deterministic repository signals, then estimated implementation, rework, testing, integration, and engineering oversight.

Included

Supported first-party source, tests, configuration, manifests, repository structure, dependency signals, and framework boundaries.

Excluded

Common generated and vendored files, build output, dependencies, lockfiles, minified assets, binaries, media, and private systems outside this repository.

Not claimed

Ideation, intellectual-property rights, security posture, production reliability, company value, sale price, revenue, user value, proprietary data, or the cost of discovering the original product.

This is a modeled current development valuation for the repository's visible code at a specific commit. It reflects code volume, implementation output, complexity, and engineering oversight. It is not a business valuation, investment appraisal, security review, or estimate of sale price, ideation, intellectual property, revenue, users, brand, proprietary data, undocumented domain knowledge, or private infrastructure.

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