Public recordAt risk
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-22 21:04 UTC
RubixML / ML
A high-level machine learning and deep learning library for the PHP language.
RubixML/ML holds a health index of 30 out of 100, placing it in the At risk band. It scores highest on Engineering Quality (78/100) and lowest on Security (20/100). It was last updated today. A single contributor accounts for most of its recent work.
30
overall / 100Software 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.
30
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)
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.
High-Risk Jurisdiction Policy applies a 50% multiplier to weighted overall health and gives it an At risk ceiling of 49.
Ownership
Rubix MLOrganization
314 followers22 public repossince Sep 2018
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
54
Development activity
43At risk
How it's scored
| 36/36 | Push recency — last push 0 days ago |
| 1.4/36 | Commit cadence — 2/52 weeks with commits |
| 4.3/18 | Commit volume — 2 commits in the last year |
| 1/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 1 |
Inputs used
| commits_last_year | 2 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 2 |
Release discipline
70Good
How it's scored
| 27/27 | Ships releases — 79 releases published |
| 16.2/36 | Release recency — latest release 294 days ago |
| 19.8/27 | Release cadence — a release every ~114.4 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — no data |
Inputs used
| releases_count | 79 |
| latest_release_tag | 2.5.3 |
| releases_from_tags | no |
| days_since_latest_release | 294 |
| mean_days_between_releases | 114.4 |
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?
76
Popularity & adoption
83Good
How it's scored
| 54.2/60 | Stars — 2,199 stars |
| 19/25 | Forks — 193 forks |
| 9.4/15 | Watchers — 50 watchers |
Inputs used
| forks | 193 |
| stars | 2,199 |
| watchers | 50 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
70Good
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 18/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | yes |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
How it's scored
| 63.3/80 | Monthly downloads — 56,111 downloads/month across packagist |
| 9.9/20 | Registry dependents — 30 packages depend on it |
Inputs used
| packages | rubix/ml |
| dependents | 30 |
| ecosystems | packagist |
| total_downloads | 1,568,425 |
| monthly_downloads | 56,111 |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
62
Maintainer resilience (bus factor)
33At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0.7/22.5 | Commit distribution — top contributor authored 97% of commits |
| 13.5/13.5 | Contributor breadth — 35 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 17 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 35 |
| top_contributor_share | 0.97 |
Issue & PR responsiveness
66Moderate
How it's scored
| 29.1/46.8 | Issue resolution — 62% of issues closed |
| 31.9/38.3 | PR acceptance — 170/204 decided PRs merged |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 11/30 approved changesets -- score normalized to 3 |
Inputs used
| merged_prs | 170 |
| open_issues | 73 |
| closed_issues | 120 |
| issue_closed_ratio | 0.622 |
| closed_unmerged_prs | 34 |
Ownership & stewardship
70Good
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 18/25 | Owner reach — 314 followers of RubixML |
| 21.9/25 | Track record — 22 public repos, account ~7 yr old |
Inputs used
| followers | 314 |
| owner_type | Organization |
| is_verified | — |
| owner_login | RubixML |
| public_repos | 22 |
| account_age_days | 2,866 |
Package maintenance
91Excellent
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on packagist |
| 26/35 | Publish recency — latest publish 294 days ago |
| 20/20 | Version history — 80 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | rubix/ml |
| ecosystems | packagist |
| any_deprecated | no |
| min_days_since_publish | 294 |
Engineering Quality
Are baseline engineering and documentation practices in place?
78
Engineering practices
64Moderate
How it's scored
| 24/24 | CI workflows — 1 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — .php-cs-fixer.dist.php, phpstan.neon |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 1 out of 12 merged PRs checked by a CI test -- score normalized to 0 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
100Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://rubixml.github.io/ML |
| 10/10 | Repository description |
| 10/10 | Topics — 9 topics |
| 10/10 | Wiki |
Inputs used
| topics | machine-learning, analytics, php, classification, clustering, regression, anomaly-detection, deep-learning, natural-language-processing |
| has_wiki | yes |
| homepage | https://rubixml.github.io/ML |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
20
Security posture
20Critical
Jurisdiction risk alert
High-risk jurisdiction exposure detected
1 top contributor profilesIranSecurity and overall rating: At risk ceiling
Based on self-published public profile locations. This governance signal does not determine nationality, citizenship, intent, sanctions status, or individual trustworthiness.
How jurisdiction exposure is assessedHow it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — no data |
| 0/2.5 | CI-Tests — 1 out of 12 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 11/30 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 17 contributing companies or organizations |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 0.8/7.5 | Maintained — 0 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 1 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — no data |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 3.9 |
| high_risk_jurisdiction_cap | 49 |
| high_risk_jurisdiction_multiplier | 50 |
| security_posture_after_multiplier | 20 |
| security_posture_before_jurisdiction | 39 |
Excluded from scoring (no data or not applicable): branch_protection, packaging, signed_releases. Remaining weights renormalized. High-Risk Jurisdiction Policy applies a 50% multiplier and gives Security posture an At risk ceiling of 49.
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.
30
Agent context & guidance
13Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 12.8/40 | Legible commit history — 24 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.24 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — .php-cs-fixer.dist.php, phpstan.neon |
| 0/11 | Static type checking |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | no |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
55Moderate
How it's scored
| 0/45 | Type-checkable code — PHP without a type-check config |
| 55/55 | Manageable file sizes — 0/653 source files over 60KB |
Inputs used
| primary_language | PHP |
| largest_source_bytes | 23,047 |
| source_files_sampled | 653 |
| oversized_source_files | 0 |
Key facts
2,199GitHub stars
35contributors
2commits, last 12 months
0days since last push
79releases
1bus factor
73open issues
Packagistpackage ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
- No resolved dependencies carried a version and a supported ecosystem
More detail
Star and fork history 0 ★ / 193 ⇿
0Stars
193Forks
72Releases
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.
Major 2Minor 12Patch 38
Each point covers 7 days.
OpenSSF Scorecard 3.9 / 10
3.9aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| n/a | Branch-Protection | internal 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 |
| 0 | CI-Tests | 1 out of 12 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 11/30 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 17 contributing companies or organizations |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 1 | Maintained | 0 commit(s) and 2 issue activity found in the last 90 days -- score normalized to 1 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| n/a | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
Direct dependencies 9
| Registry | Package | Version constraint | Manifest |
|---|---|---|---|
| Packagist | amphp/parallel | ^1.3 | composer.json |
| Packagist | andrewdalpino/okbloomer | ^1.0 | composer.json |
| Packagist | psr/log | ^1.1|^2.0|^3.0 | composer.json |
| Packagist | rubix/tensor | ^3.0 | composer.json |
| Packagist | symfony/polyfill-mbstring | ^1.0 | composer.json |
| Packagist | symfony/polyfill-php80 | ^1.17 | composer.json |
| Packagist | symfony/polyfill-php82 | ^1.27 | composer.json |
| Packagist | symfony/polyfill-php83 | ^1.27 | composer.json |
| Packagist | wamania/php-stemmer | ^4.0 | composer.json |
All dependencies 17
Full resolved dependency set from the GitHub dependency graph: 9 direct and 8 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| Packagist | amphp/parallel | — | direct |
| Packagist | andrewdalpino/okbloomer | — | direct |
| Packagist | psr/log | — | direct |
| Packagist | rubix/tensor | — | direct |
| Packagist | symfony/polyfill-mbstring | — | direct |
| Packagist | symfony/polyfill-php80 | — | direct |
| Packagist | symfony/polyfill-php82 | — | direct |
| Packagist | symfony/polyfill-php83 | — | direct |
| Packagist | wamania/php-stemmer | — | direct |
| Packagist | ext-json | — | indirect |
| Packagist | friendsofphp/php-cs-fixer | — | indirect |
| Packagist | php | — | indirect |
| Packagist | phpbench/phpbench | — | indirect |
| Packagist | phpstan/extension-installer | — | indirect |
| Packagist | phpstan/phpstan | — | indirect |
| Packagist | phpstan/phpstan-phpunit | — | indirect |
| Packagist | phpunit/phpunit | — | indirect |
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies carried a version and a supported ecosystem
Raw JSON report machine-readable
{
"data": {
"repo": {
"topics": [
"machine-learning",
"analytics",
"php",
"classification",
"clustering",
"regression",
"anomaly-detection",
"deep-learning",
"natural-language-processing"
],
"is_fork": false,
"size_kb": 35344,
"has_wiki": true,
"homepage": "https://rubixml.github.io/ML",
"languages": {
"PHP": 1862169
},
"pushed_at": "2026-07-22T20:55:51Z",
"created_at": "2018-02-14T07:20:19Z",
"owner_type": "Organization",
"updated_at": "2026-07-20T02:01:17Z",
"description": "A high-level machine learning and deep learning library for the PHP language.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "MIT",
"default_branch": "master",
"license_spdx_raw": "MIT",
"primary_language": "PHP",
"significant_languages": [
"PHP"
]
},
"owner": {
"blog": null,
"name": "Rubix ML",
"type": "Organization",
"login": "RubixML",
"company": null,
"location": null,
"followers": 314,
"avatar_url": "https://avatars.githubusercontent.com/u/43308973?v=4",
"created_at": "2018-09-16T04:56:41Z",
"is_verified": null,
"public_repos": 22,
"account_age_days": 2866
},
"license": {
"state": "standard",
"spdx_id": "MIT",
"raw_spdx": "MIT",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "2.5.3",
"kind": "patch",
"published_at": "2025-10-01T17:56:53Z"
},
{
"tag": "2.5.2",
"kind": "patch",
"published_at": "2024-11-09T23:07:34Z"
},
{
"tag": "2.5.1",
"kind": "patch",
"published_at": "2024-08-31T22:58:23Z"
},
{
"tag": "2.5.0",
"kind": "minor",
"published_at": "2024-05-23T17:45:35Z"
},
{
"tag": "2.4.0",
"kind": "minor",
"published_at": "2023-05-26T16:55:41Z"
},
{
"tag": "2.3.2",
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"published_at": "2023-05-13T19:14:15Z"
},
{
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},
{
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},
{
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},
{
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"published_at": "2022-12-06T22:56:24Z"
},
{
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"published_at": "2022-10-15T20:15:21Z"
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{
"tag": "0.4.3",
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"published_at": "2022-10-06T20:29:28Z"
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{
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{
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{
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{
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{
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{
"tag": "2.0.0",
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},
{
"tag": "1.3.2",
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"published_at": "2022-02-22T01:50:39Z"
},
{
"tag": "0.4.2",
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"published_at": "2022-02-12T01:01:56Z"
},
{
"tag": "1.3.1",
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"published_at": "2021-12-08T21:52:06Z"
},
{
"tag": "1.3.0",
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{
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{
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{
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{
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},
{
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},
{
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},
{
"tag": "1.0.2",
"kind": "patch",
"published_at": "2021-05-26T05:56:54Z"
},
{
"tag": "1.0.1",
"kind": "patch",
"published_at": "2021-05-25T06:28:14Z"
},
{
"tag": "1.0.0",
"kind": "major",
"published_at": "2021-05-08T20:29:21Z"
},
{
"tag": "1.0.0-rc1",
"kind": "prerelease",
"published_at": "2021-05-03T19:11:02Z"
},
{
"tag": "1.0.0-beta2",
"kind": "prerelease",
"published_at": "2021-04-18T16:53:40Z"
},
{
"tag": "1.0.0-beta1",
"kind": "prerelease",
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},
{
"tag": "0.4.1",
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{
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{
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},
{
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},
{
"tag": "0.3.0",
"kind": "minor",
"published_at": "2021-01-01T01:18:55Z"
},
{
"tag": "0.2.4",
"kind": "patch",
"published_at": "2020-11-30T05:32:54Z"
},
{
"tag": "0.2.3",
"kind": "patch",
"published_at": "2020-10-25T11:33:42Z"
},
{
"tag": "0.2.2",
"kind": "patch",
"published_at": "2020-10-04T23:33:01Z"
},
{
"tag": "0.2.1",
"kind": "patch",
"published_at": "2020-09-27T08:25:50Z"
},
{
"tag": "0.2.0",
"kind": "minor",
"published_at": "2020-09-13T19:10:00Z"
},
{
"tag": "0.1.6",
"kind": "patch",
"published_at": "2020-09-13T18:54:33Z"
},
{
"tag": "0.1.5",
"kind": "patch",
"published_at": "2020-09-07T10:15:24Z"
},
{
"tag": "0.1.4",
"kind": "patch",
"published_at": "2020-08-30T07:31:30Z"
},
{
"tag": "0.1.3",
"kind": "patch",
"published_at": "2020-08-25T04:45:36Z"
},
{
"tag": "0.1.2",
"kind": "patch",
"published_at": "2020-08-15T07:56:57Z"
},
{
"tag": "0.1.1",
"kind": "patch",
"published_at": "2020-08-08T00:24:17Z"
},
{
"tag": "0.1.0",
"kind": "minor",
"published_at": "2020-08-06T22:49:07Z"
},
{
"tag": "0.1.0-rc5",
"kind": "prerelease",
"published_at": "2020-07-08T04:25:48Z"
},
{
"tag": "0.1.0-rc4",
"kind": "prerelease",
"published_at": "2020-06-08T02:02:02Z"
},
{
"tag": "0.1.0-rc3",
"kind": "prerelease",
"published_at": "2020-05-11T21:52:35Z"
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}
],
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},
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],
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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 v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — Packagist.