Public record
Software health reportschema 0.14.0 · metrics 1.13.0 · 2026-07-19 05:27 UTC

google-ai-edge / LiteRT-LM

LiteRT-LM is Google's production-ready, high-performance, open-source inference framework for deploying Large Language Models on edge devices.

C++Apache-2.0★ 5,947 stars⑂ 637 forkssince Apr 2025View on GitHub ↗

google-ai-edge/LiteRT-LM holds a health index of 74 out of 100, placing it in the Good band. It scores highest on Vitality (96/100) and lowest on Security (43/100). It was last updated today. 2 contributors account for most of its recent work.

74
overall / 100
Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

74
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe 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.

Ownership

google-ai-edgeOrganization
4,060 followers14 public repossince Nov 2023

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

Metrics by category

Vitality

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

96Excellent · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 1,669 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,669
human_commit_share
days_since_last_push0
active_weeks_last_year52
How it's scored
27/27Ships releases — 26 releases published
36/36Release recency — latest release 5 days ago
27/27Release cadence — a release every ~11.3 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count26
latest_release_tagv0.15.0-alpha0
releases_from_tagsno
days_since_latest_release5
mean_days_between_releases11.3

Community & Adoption

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

83Good · 18% of overall
How it's scored
60/60Stars — 5,947 stars
23.4/25Forks — 637 forks
10.2/15Watchers — 68 watchers
Inputs used
forks637
stars5,947
watchers68
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingyes
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

60Moderate · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
14/22.5Commit distribution — top contributor authored 38% of commits
13.5/13.5Contributor breadth — 38 contributors
10/10OpenSSF Scorecard: Contributors — project has 9 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled38
top_contributor_share0.377
How it's scored
18/46.8Issue resolution — 38% of issues closed
29.4/38.3PR acceptance — 1,797/2,336 decided PRs merged
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Inputs used
merged_prs1,797
open_issues189
closed_issues118
issue_closed_ratio0.384
closed_unmerged_prs539
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 4,060 followers of google-ai-edge
13.9/25Track record — 14 public repos, account ~2 yr old
Inputs used
followers4,060
owner_typeOrganization
is_verified
owner_logingoogle-ai-edge
public_repos14
account_age_days978

Engineering Quality

Are baseline engineering and documentation practices in place?

81Good · 20% of overall
How it's scored
24/24CI workflows — 12 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.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_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

100Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://ai.google.dev/edge/litert-lm
10/10Repository description
10/10Topics — 3 topics
10/10Wiki
Inputs used
topicsedge-ai, on-device-ai, on-device-llm
has_wikiyes
homepagehttps://ai.google.dev/edge/litert-lm
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

43At risk · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
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
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
2.5/2.5Contributors — project has 9 contributing companies or organizations
0/10Dangerous-Workflow — no data
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 11 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — no data
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 — no data
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated13
scorecard_versionv5.5.0
checks_inconclusive5
scorecard_aggregate4.3
Excluded from scoring (no data or not applicable): branch_protection, dangerous_workflow, packaging, pinned_dependencies, token_permissions. Remaining weights renormalized.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

51Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
0/40Legible commit history — no data
Inputs used
has_llms_txtno
legible_history_share
agent_instruction_files
agent_instruction_max_bytes
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — js/apps/chat/tsconfig.json, js/apps/model_tester/tsconfig.json, js/packages/core/tsconfig.json
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no data
0/8Automated maintenance — no data
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock
has_dockerfileno
typed_languageyes
bootstrap_files
has_devcontainerno
has_linter_configno
typecheck_configsjs/apps/chat/tsconfig.json, js/apps/model_tester/tsconfig.json, js/packages/core/tsconfig.json
agent_commit_share
toolchain_manifests
dependency_bot_commit_share
Excluded from scoring (no data or not applicable): Demonstrated agent practice, Automated maintenance, OpenSSF Scorecard: Pinned-Dependencies. Remaining weights renormalized.
How it's scored
45/45Type-checkable code — C++ (statically typed)
53.8/55Manageable file sizes — 13/604 source files over 60KB
Inputs used
primary_languageC++
largest_source_bytes185,302
source_files_sampled604
oversized_source_files13
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — runtime/executor/proto/constrained_decoding_options.proto, runtime/proto/embedding_metadata.proto, runtime/proto/embedding_model_type.proto, runtime/proto/engine.proto, runtime/proto/litert_lm_metrics.proto, runtime/proto/llm_metadata.proto, runtime/proto/llm_model_type.proto, runtime/proto/sampler_params.proto, runtime/proto/token.proto, runtime/util/external_file.proto
0/20MCP server
40/40Runnable examples — example, examples, notebooks, samples
Inputs used
example_dirsexample, examples, notebooks, samples
has_mcp_signalno
api_schema_filesruntime/executor/proto/constrained_decoding_options.proto, runtime/proto/embedding_metadata.proto, runtime/proto/embedding_model_type.proto, runtime/proto/engine.proto, runtime/proto/litert_lm_metrics.proto, runtime/proto/llm_metadata.proto, runtime/proto/llm_model_type.proto, runtime/proto/sampler_params.proto, runtime/proto/token.proto, runtime/util/external_file.proto

Key facts

5,947GitHub stars
38contributors
1,669commits, last 12 months
0days since last push
26releases
2bus factor
189open issues
crates.io, npm, PyPIpackage ecosystems

Data collection warnings

  • Could not fetch crates package 'litert_lm_deps' from its registry

More detail

OpenSSF Scorecard 4.3 / 10
4.3aggregate

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 · 2026-07-19 05:23 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
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
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
10Contributorsproject has 9 contributing companies or organizations
n/aDangerous-Workflowno workflows found
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 11 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
n/aPinned-Dependenciesno dependencies found
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.
n/aToken-PermissionsNo tokens found
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 18
RegistryPackageVersion constraintManifest
crates.ioantlr4rust0.5Cargo.toml
crates.iochrono0.4Cargo.toml
crates.iocxx=1.0.149Cargo.toml
crates.iogoogletest0.14Cargo.toml
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crates.iotokenizers=0.21.0Cargo.toml
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crates.iopython_parserCargo.toml
crates.iofc_parserCargo.toml
All dependencies 280

Full resolved dependency set from the GitHub dependency graph: 18 direct and 262 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, examples, notebooks, samples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Could not fetch crates package 'litert_lm_deps' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-19T05:27:30.458815Z",
  "schema_version": "0.14.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/google-ai-edge/LiteRT-LM.svg",
  "full_name": "google-ai-edge/LiteRT-LM",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v1.13.0, schema v0.14.0 — full methodology · metrics wiki.

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