Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-16 16:16 UTC

gradio-app / gradio

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Python · TypeScript · SvelteApache-2.0★ 43,549 stars⑂ 3,601 forkssince Dec 2018View on GitHub ↗
KindCommand-line toolLibraryWeb interfacehow this is determined
#machine-learning#models#ui#ui-components#interface#python#data-science#data-visualization#deep-learning#data-analysis#gradio#gradio-interface#python-notebook#deploy

gradio-app/gradio holds a health index of 99 out of 100, placing it in the Exceptional band. It scores highest on Vitality (99/100) and lowest on Security (64/100). It was last updated today. 4 contributors account for most of its recent work.

99
overall / 100
Exceptional

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.

99
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 89 is calibrated to 99 on the published index scale (record calibration 2026-08-02).

Ownership

GradioOrganization
1,382 followers76 public repossince May 2019

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIgradio6.27.014,519,9836765 days agomachine-learningreproducibilityvisualization
npmgradio0.1.011314588 days ago—

Metrics by category

Vitality

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

99Exceptional · 21% of overall

Development activity

99Exceptional
How it's scored
36/36Push recency — last push 0 days ago
35.3/36Commit cadence — 51/52 weeks with commits
18/18Commit volume — 766 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year766
human_commit_share1
days_since_last_push0
active_weeks_last_year51

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~0 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_taggradio@6.27.0
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases0

Community & Adoption

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

96Exceptional · 17% of overall

Popularity & adoption

98Exceptional
How it's scored
60/60Stars — 43,549 stars
25/25Forks — 3,601 forks
12.8/15Watchers — 204 watchers
Inputs used
forks3,601
stars43,549
watchers204
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges6
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

100Exceptional
How it's scored
80/80Monthly downloads — 14,519,983 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesgradio
dependents—
ecosystemspypi
total_downloads—
monthly_downloads14,519,983
unverified_packages_excludedgradio
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?

88Excellent · 23% of overall

Maintainer resilience (bus factor)

82Excellent
How it's scored
43.2/54Bus factor — 4 contributor(s) cover half of all commits
17.2/22.5Commit distribution — top contributor authored 24% of commits
13.5/13.5Contributor breadth — 95 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor4
contributors_sampled95
top_contributor_share0.235

Issue & PR responsiveness

94Exceptional
How it's scored
41.4/42Issue resolution — 98% of issues closed
26.1/30PR acceptance — 5,784/6,658 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs5,784
open_issues104
closed_issues6,651
prs_merged_7d22
prs_decided_7d22
prs_merged_30d54
prs_decided_30d60
issue_closed_ratio0.985
closed_unmerged_prs874
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

78Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
22.6/25Owner reach — 1,382 followers of gradio-app
25/25Track record — 76 public repos, account ~7 yr old
Inputs used
followers1,382
owner_typeOrganization
is_verifiedno
owner_logingradio-app
public_repos76
account_age_days2,669

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 2 package(s) on npm, pypi
35/35Publish recency — latest publish 5 days ago
20/20Version history — 676 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesgradio, gradio
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish5

Engineering Quality

Are baseline engineering and documentation practices in place?

93Exceptional · 19% of overall

Engineering practices

88Excellent
How it's scored
24/24CI workflows — 24 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js, package.json ("eslintConfig"), pyproject.toml ([tool.ruff])
0/9.6Pre-commit hooks
6.4/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configno

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — http://www.gradio.app
10/10Repository description
10/10Topics — 14 topics
10/10Wiki
Inputs used
topicsmachine-learning, models, ui, ui-components, interface, python, data-science, data-visualization, deep-learning, data-analysis, gradio, gradio-interface, python-notebook, deploy
has_wikiyes
homepagehttp://www.gradio.app
docs_sitehttp://www.gradio.app
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

64Moderate · 16% of overall

Security posture

55Moderate
How it's scored
30/30Security policy (SECURITY.md)
0/25Dependabot config
25/25Dependency lockfiles — package-lock.json, pnpm-lock.yaml
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfilespackage-lock.json, pnpm-lock.yaml
manifestsgradio/package.json, package.json, pyproject.toml, requirements-mcp.txt, requirements-oauth.txt, requirements.txt, test/requirements.txt
has_codeql_workflowno
has_security_policyyes
has_dependabot_configno

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages48
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:gradio@6.27.0 runtime dependency closure — what installing the published package pulls in — 48 packages. 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.

86Excellent · 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://www.gradio.app/llms.txt)
40/40Legible commit history — 90 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://www.gradio.app/llms.txt
legible_history_share0.9
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes3,530

Verify loop (build / test / typecheck)

71Good
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — eslint.config.js, package.json ("eslintConfig"), pyproject.toml ([tool.ruff])
11/11Static type checking — client/js/tsconfig.json, gradio/_vendor/ffmpy/py.typed, gradio/cli/commands/components/files/tsconfig.json, gradio/py.typed, js/_website/tsconfig.json, js/app/tsconfig.json, js/component-test/tsconfig.json, tsconfig.json
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
10/10Demonstrated agent practice — 26 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, pnpm-lock.yaml
has_dockerfileyes
typed_languageno
bootstrap_files—
has_devcontaineryes
has_linter_configyes
typecheck_configsclient/js/tsconfig.json, gradio/_vendor/ffmpy/py.typed, gradio/cli/commands/components/files/tsconfig.json, gradio/py.typed, js/_website/tsconfig.json, js/app/tsconfig.json, js/component-test/tsconfig.json, tsconfig.json
agent_commit_share0.26
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

81Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (client/js/tsconfig.json, gradio/_vendor/ffmpy/py.typed, gradio/cli/commands/components/files/tsconfig.json, gradio/py.typed, js/_website/tsconfig.json, js/app/tsconfig.json, js/component-test/tsconfig.json, tsconfig.json)
54.4/55Manageable file sizes — 15/1,348 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes722,851
source_files_sampled1,348
oversized_source_files15

Machine-readable interfaces

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

Key facts

43,549GitHub stars
95contributors
766commits, last 12 months
0days since last push
100releases
4bus factor
104open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • pypi download statistics for 'gradio' unavailable this scan (stats endpoint failed after retries); adoption may be under-evidenced
  • pypi download figures for gradio carried forward from the previous scan (stats endpoint unavailable this scan)
  • OpenSSF Scorecard did not return a usable result (killed by SIGKILL — most likely the container's memory limit; 2026/09/16 16:15:32 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks

More detail

Star and fork history 0 ★ / 3,601 ⇿
0Stars
3,601Forks
100Releases

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.

2,5002,7503,0003,2503,5003,7503,601182025-022025-122026-09
Major 0Minor 0Patch 0

Each point covers 2 days.

Direct dependencies 58
RegistryPackageVersion constraintManifest
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npm@changesets/get-github-info^0.6.0package.json
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npm@gradio/clientworkspace:^package.json
npm@manypkg/get-packages^3.1.0package.json
npm@playwright/test^1.60.0package.json
npm@self/buildworkspace:^package.json
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All dependencies 1,858

Full resolved dependency set from the GitHub dependency graph: 87 direct and 1,771 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPIimageio2.37.4indirect
PyPIimportlib-metadata9.0.0indirect
PyPIiniconfig2.3.0indirect
PyPIipython8.39.0indirect
PyPIitsdangerous—indirect
PyPIjedi0.20.0indirect
PyPIjinja2—indirect
PyPIjinja23.1.6indirect
PyPIjiter0.16.0indirect
PyPIjmespath1.1.0indirect
PyPIjsonschema4.26.0indirect
PyPIjsonschema-specifications2025.9.1indirect
PyPIjupyter-core5.9.1indirect
PyPIkiwisolver1.5.0indirect
PyPIlangchain—indirect
PyPIlangchain-openai—indirect
PyPIlazy-loader0.5indirect
PyPIlibrosa—indirect
PyPIlibrosa0.11.0indirect
PyPIllama-index—indirect
PyPImarkdown-it-py4.2.0indirect
PyPImarkupsafe—indirect
PyPImarkupsafe3.0.3indirect
PyPImatplotlib—indirect
PyPImatplotlib3.10.9indirect
PyPImatplotlib-inline0.2.2indirect
PyPImcp—indirect
PyPImdurl0.1.2indirect
PyPImpmath1.3.0indirect
PyPInarwhals2.24.0indirect
PyPInbformat5.11.0indirect
PyPIneon-tts-plugin-coqui0.4.1a9indirect
PyPInetworkx3.4.2indirect
PyPInltk—indirect
PyPInumpy—indirect
PyPInumpy1.23.2indirect
PyPInumpy2.2.6indirect
PyPIonnxruntime-gpu—indirect
PyPIopen3d—indirect
PyPIopenai—indirect
PyPIopenai1.63.2indirect
PyPIopenai-whisper—indirect
PyPIopencv-python—indirect
PyPIopencv-python-headless—indirect
PyPIorjson—indirect
PyPIpackaging—indirect
PyPIpackaging26.3indirect
PyPIpandas—indirect
PyPIpandas2.3.3indirect
PyPIparamiko—indirect
PyPIparso0.8.7indirect
PyPIpexpect4.9.0indirect
PyPIpillow—indirect
PyPIpillow12.3.0indirect
PyPIplatformdirs4.11.2indirect
PyPIplaywright—indirect
PyPIplotly—indirect
PyPIpluggy1.6.0indirect
PyPIpolars1.31.0indirect
PyPIprompt-toolkit3.0.53indirect
PyPIprophet1.1.2indirect
PyPIpsutil—indirect
PyPIpsycopg2—indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.3indirect
PyPIpyannote-audio—indirect
PyPIpydantic—indirect
PyPIpydantic2.13.4indirect
PyPIpydantic-core2.46.4indirect
PyPIpydub—indirect
PyPIpydub0.25.1indirect
PyPIpygments2.20.0indirect
PyPIpymupdf—indirect
PyPIpyparsing3.3.2indirect
PyPIpypistats—indirect
PyPIpyproject-hooks1.2.0indirect
PyPIpytest7.1.2indirect
PyPIpytest9.1.1indirect
PyPIpytest-asyncio—indirect
PyPIpytest-asyncio1.4.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-rerunfailures16.4indirect
PyPIpytest-xdist—indirect
PyPIpython-dateutil—indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-multipart—indirect
PyPIpytz—indirect
PyPIpytz2026.3.post1indirect
PyPIpyyaml—indirect
PyPIpyyaml6.0.3indirect
PyPIreferencing0.37.0indirect
PyPIregex2026.7.19indirect
PyPIrequests—indirect
PyPIrequests2.33.1indirect
PyPIrespx0.23.1indirect
PyPIrich15.0.0indirect
PyPIrpds-py0.30.0indirect
PyPIruff0.12.9indirect
PyPIs3transfer0.19.2indirect
PyPIsafehttpx—indirect
PyPIsafetensors0.4.3indirect
PyPIsafetensors0.8.0indirect
PyPIscikit-image0.25.2indirect
PyPIscikit-learn—indirect
PyPIscipy—indirect
PyPIscipy1.15.3indirect
PyPIsemantic-version—indirect
PyPIsetuptools84.0.0indirect
PyPIshap—indirect
PyPIshellingham1.5.4indirect
PyPIsix1.17.0indirect
PyPIsniffio1.3.1indirect
PyPIsortedcontainers2.4.0indirect
PyPIspaces—indirect
PyPIspacy—indirect
PyPIspeechbrain—indirect
PyPIsqlalchemy—indirect
PyPIstack-data0.6.3indirect
PyPIstarlette—indirect
PyPIstarlette1.6.0indirect
PyPIsympy1.14.0indirect
PyPItensorflow—indirect
PyPItifffile2025.5.10indirect
PyPItokenizers0.22.2indirect
PyPItomli2.4.1indirect
PyPItomlkit—indirect
PyPItorch—indirect
PyPItorch2.13.0indirect
PyPItorchaudio—indirect
PyPItorchaudio2.11.0indirect
PyPItorchvision—indirect
PyPItorchvision0.28.0indirect
PyPItqdm—indirect
PyPItqdm4.70.0indirect
PyPItraitlets5.16.1indirect
PyPItransformers—indirect
PyPItransformers5.15.0indirect
PyPItwilio—indirect
PyPIty0.0.2indirect
PyPItyper—indirect
PyPItyper0.27.1indirect
PyPItyping-extensions—indirect
PyPItyping-extensions4.16.0indirect
PyPItyping-inspection0.4.4indirect
PyPItzdata2026.3indirect
PyPIurllib32.7.0indirect
PyPIuvicorn—indirect
PyPIvega-datasets—indirect
PyPIvega-datasets0.9.0indirect
PyPIwcwidth0.8.2indirect
PyPIxgboost1.7.6indirect
PyPIxyzservices—indirect
PyPIzipp4.1.0indirect
Dependency advisories 0

Installing pypi:gradio@6.27.0 pulls in 48 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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.

Raw JSON report machine-readable

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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 — PyPI, npm.