Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-18 20:13 UTC

ggml-org / whisper.cpp

Port of OpenAI's Whisper model in C/C++

C++ · CMIT★ 54,469 stars⑂ 6,267 forkssince Sep 2022View on GitHub ↗
KindLibraryhow this is determined
#openai#speech-to-text#transformer#whisper#inference#speech-recognition

ggml-org/whisper.cpp holds a health index of 92 out of 100, placing it in the Excellent band. It scores highest on Vitality (95/100) and lowest on Security (57/100). It was last updated 6 days ago. 4 contributors account for most of its recent work.

92
overall / 100
Excellent

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

92
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 78 is calibrated to 92 on the published index scale (record calibration 2026-08-02).

Ownership

ggmlOrganization
4,932 followers26 public repossince May 2023

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
RubyGemswhispercpp1.3.8-1282 days ago

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

95Exceptional · 21% of overall

Development activity

99Exceptional
How it's scored
36/36Push recency — last push 6 days ago
34.6/36Commit cadence — 50/52 weeks with commits
18/18Commit volume — 2,051 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year2,051
human_commit_share1
days_since_last_push6
active_weeks_last_year50

Release discipline

90Excellent
How it's scored
27/27Ships releases — 45 releases published
36/36Release recency — latest release 12 days ago
27/27Release cadence — a release every ~12.4 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count45
latest_release_tagv1.9.5
releases_from_tagsno
days_since_latest_release12
mean_days_between_releases12.4

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

79Good · 17% of overall

Popularity & adoption

100Exceptional
How it's scored
60/60Stars — 54,469 stars
25/25Forks — 6,267 forks
14.5/15Watchers — 409 watchers
Inputs used
forks6,267
stars54,469
watchers409
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

70Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges5
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateno

Ecosystem adoption (downloads)

58Moderate
How it's scored
46.2/80Total downloads — 27,767 downloads all-time across rubygems
0/20Registry dependents — not reported by this ecosystem
Inputs used
packageswhispercpp
dependents—
ecosystemsrubygems
total_downloads27,767
monthly_downloads—
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

83Excellent · 23% of overall

Maintainer resilience (bus factor)

81Excellent
How it's scored
43.2/54Bus factor — 4 contributor(s) cover half of all commits
14.5/22.5Commit distribution — top contributor authored 36% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 33 contributing companies or organizations
Inputs used
bus_factor4
contributors_sampled100
top_contributor_share0.357

Issue & PR responsiveness

84Excellent
How it's scored
38.3/42Issue resolution — 91% of issues closed
24/30PR acceptance — 1,079/1,348 decided PRs merged
7.2/13Newcomer PR acceptance — 5/9 first-time contributors' PRs merged in 30d
15/15OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs1,079
open_issues178
closed_issues1,817
prs_merged_7d1
prs_decided_7d2
prs_merged_30d11
prs_decided_30d18
issue_closed_ratio0.911
closed_unmerged_prs269
first_time_authors_30d7
first_time_prs_merged_30d5
first_time_prs_decided_30d9

Ownership & stewardship

72Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 4,932 followers of ggml-org
17.2/25Track record — 26 public repos, account ~3 yr old
Inputs used
followers4,932
owner_typeOrganization
is_verifiedno
owner_loginggml-org
public_repos26
account_age_days1,245

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on rubygems
35/35Publish recency — latest publish 82 days ago
20/20Version history — 12 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packageswhispercpp
ecosystemsrubygems
any_deprecatedno
min_days_since_publish82

Engineering Quality

Are baseline engineering and documentation practices in place?

71Good · 19% of overall

Engineering practices

68Good
How it's scored
24/24CI workflows — 22 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 4 out of 4 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

75Good
How it's scored
30/30README
0/25Documentation directory
15/15Documentation / homepage site — https://www.rubydoc.info/gems/whispercpp/1.3.8
10/10Repository description
10/10Topics — 6 topics
10/10Wiki
Inputs used
topicsopenai, speech-to-text, transformer, whisper, inference, speech-recognition
has_wikiyes
homepage—
docs_sitehttps://www.rubydoc.info/gems/whispercpp/1.3.8
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

57Moderate · 16% of overall

Security posture

46Weak
How it's scored
5.2/7.5Binary-Artifacts — binaries present in source code
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 4 out of 4 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Review — all changesets reviewed
2.5/2.5Contributors — project has 33 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 70 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate4.6

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories70
affected_packages12
assessed_packages334
unassessed_packages12
affected_by_severityhigh 9, moderate 2, low 1
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 334 resolved dependencies against OSV. 12 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

85Excellent · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — AGENTS.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.conan.io/llms.txt)
40/40Legible commit history — 75 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.conan.io/llms.txt
legible_history_share0.75
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes6,192

Verify loop (build / test / typecheck)

65Good
How it's scored
18/18One-command bootstrap — Makefile, bindings/go/Makefile, tests/earnings21/Makefile, tests/librispeech-parakeet/Makefile, tests/librispeech/Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — C++ (statically typed)
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
4/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum, package-lock.json
has_dockerfileno
typed_languageyes
bootstrap_filesMakefile, bindings/go/Makefile, tests/earnings21/Makefile, tests/librispeech-parakeet/Makefile, tests/librispeech/Makefile
has_devcontainerno
has_linter_configno
typecheck_configs—
agent_commit_share0
toolchain_manifestsbindings/go/go.mod, bindings/java/build.gradle, examples/whisper.android.java/app/build.gradle, examples/whisper.android.java/build.gradle, examples/whisper.android/app/build.gradle, examples/whisper.android/build.gradle, examples/whisper.android/lib/build.gradle
dependency_bot_commit_share0

Code legibility for models

96Exceptional
How it's scored
45/45Type-checkable code — C++ (statically typed)
50.6/55Manageable file sizes — 71/890 source files over 60KB
Inputs used
primary_languageC++
largest_source_bytes4,107,565
source_files_sampled890
oversized_source_files71

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — examples, samples
Inputs used
example_dirsexamples, samples
has_mcp_signalno
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

54,469GitHub stars
100contributors
2,051commits, last 12 months
6days since last push
45releases
4bus factor
178open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • First-time contributor figures cover 12 of 13 authors (cap 12)
  • Could not fetch go package 'github.com/ggerganov/whisper.cpp/bindings/go' from its registry

More detail

Star and fork history 0 ★ / 6,267 ⇿
0Stars
6,267Forks
13Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

5,2005,4005,6005,8006,0006,2006,4006,267262026-042026-072026-10
Major 0Minor 1Patch 8
OpenSSF Scorecard 4.6 / 10
4.6aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-10-18 20:12 UTC

7Binary-Artifactsbinaries present in source code
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests4 out of 4 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
10Code-Reviewall changesets reviewed
10Contributorsproject has 33 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
4Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 4
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities70 existing vulnerabilities detected
Direct dependencies 2
RegistryPackageVersion constraintManifest
Gogithub.com/go-audio/wavv1.1.0bindings/go/go.mod
Gogithub.com/stretchr/testifyv1.9.0bindings/go/go.mod
All dependencies 346

Full resolved dependency set from the GitHub dependency graph: 2 direct and 344 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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npmleven3.1.0indirect
npmlines-and-columns1.2.4indirect
npmlocate-path5.0.0indirect
npmlodash.isplainobject4.0.6indirect
npmlru-cache5.1.1indirect
npmmake-dir4.0.0indirect
npmmakeerror1.0.12indirect
npmmath-intrinsics1.1.0indirect
npmmemory-stream1.0.0indirect
npmmerge-stream2.0.0indirect
npmmicromatch4.0.8indirect
npmmime-db1.52.0indirect
npmmime-types2.1.35indirect
npmmimic-fn2.1.0indirect
npmminimatch3.1.2indirect
npmminimist1.2.8indirect
npmminipass3.3.6indirect
npmminipass5.0.0indirect
npmminizlib2.1.2indirect
npmmkdirp1.0.4indirect
npmms2.1.3indirect
npmmustache2.3.0indirect
npmnatural-compare1.4.0indirect
npmnode-addon-api5.1.0indirect
npmnode-api-headers1.5.0indirect
npmnode-int640.4.0indirect
npmnode-releases2.0.19indirect
npmnormalize-path3.0.0indirect
npmnpm-run-path4.0.1indirect
npmnpmlog6.0.2indirect
npmonce1.4.0indirect
npmonetime5.1.2indirect
npmp-limit2.3.0indirect
npmp-limit3.1.0indirect
npmp-locate4.1.0indirect
npmp-try2.2.0indirect
npmparse-json5.2.0indirect
npmpath-exists4.0.0indirect
npmpath-is-absolute1.0.1indirect
npmpath-key3.1.1indirect
npmpath-parse1.0.7indirect
npmpicocolors1.1.1indirect
npmpicomatch2.3.1indirect
npmpirates4.0.6indirect
npmpkg-dir4.2.0indirect
npmpretty-format29.7.0indirect
npmprompts2.4.2indirect
npmproxy-from-env1.1.0indirect
npmpure-rand6.1.0indirect
npmrc1.2.8indirect
npmreact-is18.3.1indirect
npmreadable-stream3.6.2indirect
npmrequire-directory2.1.1indirect
npmresolve1.22.10indirect
npmresolve-cwd3.0.0indirect
npmresolve-from5.0.0indirect
npmresolve.exports2.0.3indirect
npmsafe-buffer5.2.1indirect
npmsemver6.3.1indirect
npmsemver7.7.1indirect
npmset-blocking2.0.0indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmsignal-exit3.0.7indirect
npmsisteransi1.0.5indirect
npmslash3.0.0indirect
npmsource-map0.6.1indirect
npmsource-map-support0.5.13indirect
npmsprintf-js1.0.3indirect
npmstack-utils2.0.6indirect
npmstandard10.0.2indirect
npmstring-length4.0.2indirect
npmstring-width4.2.3indirect
npmstring_decoder1.3.0indirect
npmstrip-ansi6.0.1indirect
npmstrip-bom4.0.0indirect
npmstrip-final-newline2.0.0indirect
npmstrip-json-comments2.0.1indirect
npmstrip-json-comments3.1.1indirect
npmsupports-color7.2.0indirect
npmsupports-color8.1.1indirect
npmsupports-preserve-symlinks-flag1.0.0indirect
npmtar6.2.1indirect
npmtest-exclude6.0.0indirect
npmtmpl1.0.5indirect
npmto-regex-range5.0.1indirect
npmtype-detect4.0.8indirect
npmtype-fest0.21.3indirect
npmuglify-js3.6.0indirect
npmundici-types6.20.0indirect
npmuniversalify2.0.1indirect
npmupdate-browserslist-db1.1.3indirect
npmurl-join4.0.1indirect
npmutil-deprecate1.0.2indirect
npmv8-to-istanbul9.3.0indirect
npmwalker1.0.8indirect
npmwhich2.0.2indirect
npmwide-align1.1.5indirect
npmwrap-ansi7.0.0indirect
npmwrappy1.0.2indirect
npmwrite-file-atomic4.0.2indirect
npmy18n5.0.8indirect
npmyallist3.1.1indirect
npmyallist4.0.0indirect
npmyargs17.7.2indirect
npmyargs-parser21.1.1indirect
npmyocto-queue0.1.0indirect
PyPIane-transformers—indirect
PyPIcoremltools—indirect
PyPIjiwer—indirect
PyPImore-itertools—indirect
PyPInumpy—indirect
PyPIonnxscript—indirect
PyPIopenai-whisper—indirect
PyPIopenvino—indirect
PyPIpyyaml—indirect
PyPIregex—indirect
PyPItorch—indirect
Dependency advisories 12

This repository publishes no package the index resolves, so its own dependency graph was assessed — 334 packages, which also include development and test pins that never ship: 12 carry known advisories, of which 0 are direct. 12 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
axios1.8.4indirecthigh321.20.0
brace-expansion1.1.11indirecthigh85.0.12
braces3.0.3indirecthigh1—
browserslist4.24.4indirecthigh24.28.7
form-data4.0.2indirecthigh24.0.6
js-yaml3.14.1indirecthigh54.3.2
minimatch3.1.2indirecthigh310.2.3
picomatch2.3.1indirecthigh24.0.4
tar6.2.1indirecthigh127.5.21
follow-redirects1.15.9indirectmoderate11.16.0
sprintf-js1.0.3indirectmoderate1—
@babel/core7.26.10indirectlow18.0.0-rc.6

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — RubyGems.