Current repository readingScanned Jul 24, 2026, 10:55 AM UTC

Mooncake Codebase Valuation

Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.

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RepoWorth
github.com/kvcache-ai

Mooncake

Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.

RepoWorth$48,106Current measured development value · 27.5 active build days
Rebuild complexity96.134/100Profile: Complex
3.4M code tokens962 source filesC++ primary language
Scanned Jul 24, 2026Public GitHub repositorycodevaluation.com/repoworth/mooncake
Authored code3.4M tokens · 401,830 source lines
Complexity96.134/100 · Complex
Primary stackC++
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
$48,106

Modeled range $38,485 to $57,727

27.5 active build days219.7 engineering hours2.7M implementation tokens
Repository evidenceMeasured at the scanned commit
3.4M tokens

401,830 source lines across 962 authored files

245 test files209 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$48,106
Current measured reading
Measured · Jul 24, 2026Data through · Jul 24, 2026
Measurement basisCurrent readingCurrent published repository scan
Evidence coverage100%current scan
Complexity96/100Measured from code scale and structural signals
Maintainability67/100Current 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
#1alogfans@alogfans12016.5%Current GitHub contributor snapshot
#2stmatengss@stmatengss11115.2%Current GitHub contributor snapshot
#3xiaguan@xiaguan10113.9%Current GitHub contributor snapshot
#4ShangmingCai@ShangmingCai7710.6%Current GitHub contributor snapshot
#5ykwd@ykwd7310.0%Current GitHub contributor snapshot
#6UNIDY2002@UNIDY2002709.6%Current GitHub contributor snapshot
#7staryxchen@staryxchen567.7%Current GitHub contributor snapshot
#8Aionw@Aionw466.3%Current GitHub contributor snapshot
#9Yufeng He@he-yufeng395.4%Current GitHub contributor snapshot
#10ascend-direct-dev@ascend-direct-dev354.8%Current GitHub contributor snapshot
About Mooncake

What the public repository appears to contain.

Mooncake is the serving platform for Kimi, a leading LLM service provided by Moonshot AI.

disaggregationinferencekvcachellmrdmareinforcement-learningsglangtokenspeedtrt-llmvllm
License
Apache-2.0
Default branch
main
GitHub stars
5,981
Forks
1,013
Last public push
Jul 24, 2026
Repository state
Active public repository
Detected language profile14.9MB authored source
C++60.91%
C/C++25.19%
Python11.02%
Shell1.4%
Go1.02%
Rust0.41%
MOD0.05%
JavaScript0.01%
Source files962
Test files245
Manifests8
Dependencies209
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 signal67/100

Established based on deterministic repository structure and complexity signals.

Production source2.4M tokens

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

Test evidence923.8K tokens

245 detected test files contribute separately from production code.

Configuration and infrastructure1K tokens

8 manifests and 0 workspace boundaries were detected.

Documentation356.4K tokens

218 documentation files remain visible as a distinct enablement signal.

Integration surface1,684 signals

209 dependency declarations and 0 public-interface signals were measured.

Repository structure7 levels deep

0 large files and 45,054 branch signals add structural context.

Excluded from authored evidence0 files

4 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.

breadth

Polyglot system

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

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 evidence2.7MProduction, tests, configuration, and documentation
Estimated implementation output2.7MImplementation, retries, integration, and verification
Engineering oversight219.7 hoursOrientation, integration, tests, and review
Active build time27.5 daysModeled effort represented by the current source state
Evidence boundary

What this valuation includes.

CodeValuation.com counted supported authored source on commit d34c911a68753a69986e4d805541c8290e6581b9, 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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