Current repository readingScanned Jul 24, 2026, 8:01 AM UTC

gpt-researcher Codebase Valuation

An autonomous agent that conducts deep research on any data using any LLM providers

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RepoWorth
github.com/assafelovic

gpt-researcher

An autonomous agent that conducts deep research on any data using any LLM providers

RepoWorth$5,246Current measured development value · 3.1 active build days
Rebuild complexity91.519/100Profile: Complex
375.1K code tokens332 source filesPython primary language
Scanned Jul 24, 2026Public GitHub repositorycodevaluation.com/repoworth/gpt-researcher
Authored code375.1K tokens · 44,838 source lines
Complexity91.519/100 · Complex
Primary stackPython
Scan coverage100% · 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
$5,246

Modeled range $4,197 to $6,295

3.1 active build days24.5 engineering hours306.6K implementation tokens
Repository evidenceMeasured at the scanned commit
375.1K tokens

44,838 source lines across 332 authored files

72 test files406 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$5,246
Current measured reading
Measured · Jul 24, 2026Data through · Jul 24, 2026
Measurement basisCurrent readingCurrent published repository scan
Evidence coverage100%current scan
Complexity92/100Measured from code scale and structural signals
Maintainability60/100Current 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.

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
#1assafelovic@assafelovic1,51360.4%Current GitHub contributor snapshot
#2ElishaKay@ElishaKay56622.6%Current GitHub contributor snapshot
#3Bartok@Bartok91425.7%Current GitHub contributor snapshot
#4rotemweiss57@rotemweiss57722.9%Current GitHub contributor snapshot
#5ewgdg@ewgdg672.7%Current GitHub contributor snapshot
#6kga245@kga245391.6%Current GitHub contributor snapshot
#7proy9714@proy9714351.4%Current GitHub contributor snapshot
#8gregdrizz@gregdrizz281.1%Current GitHub contributor snapshot
#9kesamet@kesamet230.9%Current GitHub contributor snapshot
#10oldrepublicwizard@oldrepublicwizard200.8%Current GitHub contributor snapshot
About gpt-researcher

What the public repository appears to contain.

An autonomous agent that conducts deep research on any data using any LLM providers

agentaiautomationdeepresearchllmsmcpmcp-serverpythonresearchsearchwebscraping
License
Apache-2.0
Default branch
main
GitHub stars
28,602
Forks
3,859
Last public push
Jul 18, 2026
Repository state
Active public repository
Detected language profile1.6MB authored source
Python59.83%
TypeScript22.88%
JavaScript9.82%
CSS5.94%
HTML1.53%
Source files332
Test files72
Manifests6
Dependencies406
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 signal60/100

Established based on deterministic repository structure and complexity signals.

Production source334.1K tokens

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

Test evidence41K tokens

72 detected test files contribute separately from production code.

Configuration and infrastructure4.8K tokens

6 manifests and 0 workspace boundaries were detected.

Documentation1.6M tokens

172 documentation files remain visible as a distinct enablement signal.

Integration surface2,003 signals

406 dependency declarations and 74 public-interface signals were measured.

Repository structure7 levels deep

0 large files and 4,697 branch signals add structural context.

Excluded from authored evidence0 files

2 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.

breadth

Polyglot system

At least five languages each represent one percent or more of measured source tokens.

enablement

Documentation atlas

More than one million measured documentation tokens support the public codebase.

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 scaleModerate

Measured from the current source archive.

ComplexityHigh

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

VerificationModerate

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 evidence306.6KProduction, tests, configuration, and documentation
Estimated implementation output306.6KImplementation, retries, integration, and verification
Engineering oversight24.5 hoursOrientation, integration, tests, and review
Active build time3.1 daysModeled effort represented by the current source state
Evidence boundary

What this valuation includes.

CodeValuation.com counted supported authored source on commit 5d84d2f5553e70a2765a8ff3a0d2672d60437ce8, 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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