Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-28 17:30 UTC

sgl-project / sglang-omni

SGLang-Omni is a high-performance serving framework for audio models (TTS, ASR) and unified multimodal models.

PythonApache-2.0★ 1,289 stars⑂ 533 forkssince Jan 2026View on GitHub ↗
KindCommand-line toolLibraryPluginNetwork servicehow this is determined
#asr#audio-generation#cuda#inference#model-serving#multimodal#openai-api#pytorch#sglang#tts#distributed-inference#music-generation#speech-recognition#streaming#text-to-speech

sgl-project/sglang-omni holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Engineering Quality (96/100) and lowest on Security (57/100). It was last updated today. 9 contributors account for most of its recent work.

94
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.

94
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 80 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

sgl-projectOrganization
1,161 followers28 public repossince Oct 2023

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIsglang-omni0.1.73,73770 days ago

Metrics by category

Vitality

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

94Exceptional · 21% of overall

Development activity

90Excellent
How it's scored
36/36Push recency — last push 0 days ago
25.6/36Commit cadence — 37/52 weeks with commits
18/18Commit volume — 1,028 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 21 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,028
human_commit_share1
days_since_last_push0
active_weeks_last_year37

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 8 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~15.2 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count8
latest_release_tagv0.1.7
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases15.2
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

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

66Good · 17% of overall

Popularity & adoption

78Good
How it's scored
50.4/60Stars — 1,289 stars
22.7/25Forks — 533 forks
5.3/15Watchers — 10 watchers
Inputs used
forks533
stars1,289
watchers10
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

57Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges6
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

60Moderate
How it's scored
47.6/80Monthly downloads — 3,737 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagessglang-omni
dependents—
ecosystemspypi
total_downloads—
monthly_downloads3,737
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)

97Exceptional
How it's scored
54/54Bus factor — 9 contributor(s) cover half of all commits
19.4/22.5Commit distribution — top contributor authored 14% of commits
13.5/13.5Contributor breadth — 100 contributors
10/10OpenSSF Scorecard: Contributors — project has 24 contributing companies or organizations
Inputs used
bus_factor9
contributors_sampled100
top_contributor_share0.138

Issue & PR responsiveness

67Good
How it's scored
21.8/42Issue resolution — 52% of issues closed
21.5/30PR acceptance — 1,017/1,416 decided PRs merged
10.4/13Newcomer PR acceptance — 4/5 first-time contributors' PRs merged in 30d
13.5/15OpenSSF Scorecard: Code-Review — Found 29/30 approved changesets -- score normalized to 9
Inputs used
merged_prs1,017
open_issues234
closed_issues253
prs_merged_7d38
prs_decided_7d49
prs_merged_30d40
prs_decided_30d52
issue_closed_ratio0.52
closed_unmerged_prs399
first_time_authors_30d3
first_time_prs_merged_30d4
first_time_prs_decided_30d5

Ownership & stewardship

69Good
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
22/25Owner reach — 1,161 followers of sgl-project
16.6/25Track record — 28 public repos, account ~2 yr old
Inputs used
followers1,161
owner_typeOrganization
is_verifiedno
owner_loginsgl-project
public_repos28
account_age_days1,081

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 7 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagessglang-omni
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

96Exceptional · 19% of overall

Engineering practices

100Exceptional
How it's scored
24/24CI workflows — 18 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
6.4/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigyes
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://sgl-project.github.io/sglang-omni/
10/10Repository description
10/10Topics — 15 topics
0/10Wiki
Inputs used
topicsasr, audio-generation, cuda, inference, model-serving, multimodal, openai-api, pytorch, sglang, tts, distributed-inference, music-generation, speech-recognition, streaming, text-to-speech
has_wikino
homepagehttps://sgl-project.github.io/sglang-omni/
docs_sitehttps://sgl-project.github.io/sglang-omni/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

57Moderate · 16% of overall

Security posture

57Moderate
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
3.8/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 30 out of 30 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
6.8/7.5Code-Review — Found 29/30 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 24 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 21 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
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 — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate5.7
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

58Moderate
How it's scored
10.4/35Direct dependencies free of known advisories — 1 affected: diffusers 0.37.0 (high 8.8)
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
32.8/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 144 days ago
Inputs used
sourceosv
advisories10
affected_packages4
assessed_packages217
unassessed_packages69
affected_by_severityhigh 3, moderate 1
direct_affected_packages1
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 217 resolved dependencies against OSV. 69 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.

60Moderate · 4% of overall

Agent context & guidance

58Moderate
How it's scored
18/45Agent instructions — AGENTS.md, CLAUDE.md (stub)
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 95 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.95
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes179

Verify loop (build / test / typecheck)

70Good
How it's scored
18/18One-command bootstrap — docs/Makefile
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff])
0/11Static type checking
10/10Reproducible environment — Dockerfile, lockfile
8/10Demonstrated agent practice — 4 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock
has_dockerfileyes
typed_languageno
bootstrap_filesdocs/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0.04
toolchain_manifestssglang_omni_router/rust/Cargo.toml
dependency_bot_commit_share0

Code legibility for models

54Moderate
How it's scored
0/45Type-checkable code — Python without a type-check config
54/55Manageable file sizes — 27/1,420 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes290,326
source_files_sampled1,420
oversized_source_files27

Machine-readable interfaces

40Weak
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — cookbook, examples
Inputs used
example_dirscookbook, examples
has_mcp_signalno
api_schema_files—
interfaces_expected_ofnetwork-service

Key facts

1,289GitHub stars
100contributors
1,028commits, last 12 months
0days since last push
8releases
9bus factor
234open 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 27 authors (cap 12)
  • deps.dev does not index pypi:sglang-omni@0.1.7; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 533 ⇿
0Stars
533Forks
7Releases

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.

0100200300400500600531112026-032026-062026-09
Major 0Minor 1Patch 6
OpenSSF Scorecard 5.7 / 10
5.7aggregate

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 · 2026-09-28 17:30 UTC

10Binary-Artifactsno binaries found in the repo
5Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 29/30 approved changesets -- score normalized to 9
10Contributorsproject has 24 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 21 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
Direct dependencies 66
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Full resolved dependency set from the GitHub dependency graph: 67 direct and 219 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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crates.ioserde_path_to_error0.1.20indirect
crates.ioserde_spanned1.1.1indirect
crates.ioserde_urlencoded0.7.1indirect
crates.iosha10.10.7indirect
crates.iosharded-slab0.1.7indirect
crates.ioshlex2.0.1indirect
crates.iosignal-hook-registry1.4.8indirect
crates.ioslab0.4.12indirect
crates.iosmallvec1.15.2indirect
crates.iosocket20.6.5indirect
crates.iostable_deref_trait1.2.1indirect
crates.iosubtle2.6.1indirect
crates.iosyn2.0.119indirect
crates.iosync_wrapper1.0.2indirect
crates.iosynstructure0.13.2indirect
crates.iothiserror2.0.18indirect
crates.iothiserror-impl2.0.18indirect
crates.iothread_local1.1.10indirect
crates.iotinystr0.8.3indirect
crates.iotinyvec1.12.0indirect
crates.iotinyvec_macros0.1.1indirect
crates.iotokio1.51.4indirect
crates.iotokio-macros2.7.1indirect
crates.iotokio-rustls0.26.4indirect
crates.iotokio-tungstenite0.29.0indirect
crates.iotoml1.1.3+spec-1.1.0indirect
crates.iotoml_datetime1.1.1+spec-1.1.0indirect
crates.iotoml_parser1.1.2+spec-1.1.0indirect
crates.iotoml_writer1.1.2+spec-1.1.0indirect
crates.iotower0.5.3indirect
crates.iotower-http0.6.11indirect
crates.iotower-layer0.3.3indirect
crates.iotower-service0.3.3indirect
crates.iotracing0.1.44indirect
crates.iotracing-core0.1.36indirect
crates.iotracing-serde0.2.0indirect
crates.iotracing-subscriber0.3.23indirect
crates.iotry-lock0.2.5indirect
crates.iotungstenite0.29.0indirect
crates.iotypenum1.20.1indirect
crates.iounicode-ident1.0.24indirect
crates.iountrusted0.9.0indirect
crates.iourl2.5.8indirect
crates.ioutf8_iter1.0.4indirect
crates.iovaluable0.1.1indirect
crates.ioversion_check0.9.5indirect
crates.iowant0.3.1indirect
crates.iowasi0.11.1+wasi-snapshot-preview1indirect
crates.iowasip21.0.4+wasi-0.2.12indirect
crates.iowasm-bindgen0.2.127indirect
crates.iowasm-bindgen-futures0.4.77indirect
crates.iowasm-bindgen-macro0.2.127indirect
crates.iowasm-bindgen-macro-support0.2.127indirect
crates.iowasm-bindgen-shared0.2.127indirect
crates.ioweb-sys0.3.104indirect
crates.ioweb-time1.1.0indirect
crates.iowebpki-roots0.26.11indirect
crates.iowebpki-roots1.0.9indirect
crates.iowindows-link0.2.1indirect
crates.iowindows-sys0.52.0indirect
crates.iowindows-sys0.61.2indirect
crates.iowindows-targets0.52.6indirect
crates.iowindows_aarch64_gnullvm0.52.6indirect
crates.iowindows_aarch64_msvc0.52.6indirect
crates.iowindows_i686_gnu0.52.6indirect
crates.iowindows_i686_gnullvm0.52.6indirect
crates.iowindows_i686_msvc0.52.6indirect
crates.iowindows_x86_64_gnu0.52.6indirect
crates.iowindows_x86_64_gnullvm0.52.6indirect
crates.iowindows_x86_64_msvc0.52.6indirect
crates.iowinnow1.0.4indirect
crates.iowit-bindgen0.57.1indirect
crates.iowriteable0.6.3indirect
crates.ioyoke0.8.3indirect
crates.ioyoke-derive0.8.2indirect
crates.iozerocopy0.8.56indirect
crates.iozerocopy-derive0.8.56indirect
crates.iozerofrom0.1.8indirect
crates.iozerofrom-derive0.1.7indirect
crates.iozeroize1.9.0indirect
crates.iozerotrie0.2.4indirect
crates.iozerovec0.11.6indirect
crates.iozerovec-derive0.11.3indirect
crates.iozmij1.0.23indirect
PyPIconformer0.3.2indirect
PyPIeinops—indirect
PyPIgdown5.1.0indirect
PyPIgguf—indirect
PyPIhyperpyyaml1.2.3indirect
PyPIinflect7.3.1indirect
PyPIipykernel—indirect
PyPIipywidgets—indirect
PyPIjupyter-client—indirect
PyPIlightning2.6.5indirect
PyPIllama-cpp-python0.3.34indirect
PyPImarkdown—indirect
PyPImatplotlib—indirect
PyPImyst-parser—indirect
PyPInbconvert—indirect
PyPInbsphinx—indirect
PyPInbstripout—indirect
PyPIneucodec0.0.6indirect
PyPIonnx—indirect
PyPIpandoc—indirect
PyPIpyworld0.3.4indirect
PyPIsetuptools—indirect
PyPIsphinx—indirect
PyPIsphinx-autobuild—indirect
PyPIsphinx-book-theme—indirect
PyPIsphinx-copybutton—indirect
PyPIsphinx-tabs—indirect
PyPIsphinxcontrib-mermaid—indirect
PyPItorchao0.13.0indirect
PyPIurllib3—indirect
PyPIwetext0.0.4indirect
PyPIwget3.2indirect
Dependency advisories 4

This repository publishes no package the index resolves, so its own dependency graph was assessed — 217 packages, which also include development and test pins that never ship: 4 carry known advisories, of which 1 are direct. 69 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
diffusers0.37.0directhigh50.38.0
gdown5.1.0indirecthigh25.2.2
lightning2.6.5indirecthigh22022.6.15
rustls0.23.42indirectmoderate10.23.45

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.