Public record
Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-05 06:33 UTC

bloomberg / memray

Memray is a memory profiler for Python

Python · C++Apache-2.0★ 15,183 stars⑂ 458 forkssince Apr 2022View on GitHub ↗
KindCommand-line toolTerminal interfacehow this is determined

bloomberg/memray holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Community & Adoption (94/100) and lowest on AI Readiness (75/100). It was last updated today. 2 contributors account for most of its recent work.

98
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.

98
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 87 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

BloombergOrganization
1,951 followers217 public repossince Feb 2012

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPImemray1.19.315,586,33935118 days ago

Metrics by category

Vitality

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

84Excellent · 21% of overall
How it's scored
36/36Push recencylast push 0 days ago
21.5/36Commit cadence31/52 weeks with commits
18/18Commit volume149 commits in the last year
10/10OpenSSF Scorecard: Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year149
human_commit_share0.6
days_since_last_push0
active_weeks_last_year31
How it's scored
27/27Ships releases34 releases published
27/36Release recencylatest release 118 days ago
19.8/27Release cadencea release every ~54.5 days
0/10OpenSSF Scorecard: Signed-Releasesno data
Inputs used
releases_count34
latest_release_tagv1.19.3
releases_from_tagsno
days_since_latest_release118
mean_days_between_releases54.5
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?

94Exceptional · 17% of overall
How it's scored
60/60Stars15,183 stars
22.2/25Forks458 forks
9.9/15Watchers61 watchers
Inputs used
forks458
stars15,183
watchers61
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5Licenserecognized 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_badges11
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesgithub.com, shields.io
has_pull_request_templateyes
How it's scored
80/80Monthly downloads15,586,339 downloads/month across pypi
0/20Registry dependentsnot reported by this ecosystem
Inputs used
packagesmemray
dependents
ecosystemspypi
total_downloads
monthly_downloads15,586,339
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?

85Excellent · 23% of overall
How it's scored
25.2/54Bus factor2 contributor(s) cover half of all commits
13.1/22.5Commit distributiontop contributor authored 42% of commits
13.5/13.5Contributor breadth68 contributors
10/10OpenSSF Scorecard: Contributorsproject has 9 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled68
top_contributor_share0.42
How it's scored
38/42Issue resolution90% of issues closed
26.3/30PR acceptance521/595 decided PRs merged
8.7/13Newcomer PR acceptance2/3 first-time contributors' PRs merged in 30d
15/15OpenSSF Scorecard: Code-Reviewall changesets reviewed
Inputs used
merged_prs521
open_issues26
closed_issues248
prs_merged_7d4
prs_decided_7d4
prs_merged_30d16
prs_decided_30d20
issue_closed_ratio0.905
closed_unmerged_prs74
first_time_authors_30d3
first_time_prs_merged_30d2
first_time_prs_decided_30d3
How it's scored
30/30Ownership backingorganization-owned
0/20Verified domainverified-domain status not read for this organization
23.7/25Owner reach1,951 followers of bloomberg
25/25Track record217 public repos, account ~14 yr old
Inputs used
followers1,951
owner_typeOrganization
is_verified
owner_loginbloomberg
public_repos217
account_age_days5,292
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable1 package(s) on pypi
35/35Publish recencylatest publish 118 days ago
20/20Version history35 published versions
20/20Not deprecatedactive, not deprecated or yanked
Inputs used
packagesmemray
ecosystemspypi
any_deprecatedno
min_days_since_publish118

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall
How it's scored
24/24CI workflows8 workflow(s)
24/24Tests present
16/16Linter config
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests27 out of 27 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage sitehttps://bloomberg.github.io/memray/
10/10Repository description
10/10Topics8 topics
0/10Wiki
Inputs used
topicsmemory, memory-leak, memory-leak-detection, memory-profiler, profiler, python, python3, hacktoberfest
has_wikino
homepagehttps://bloomberg.github.io/memray/
docs_sitehttps://bloomberg.github.io/memray/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

85Excellent · 16% of overall

Security posture

81Excellent
How it's scored
7.5/7.5Binary-Artifactsno binaries found in the repo
0/7.5Branch-Protectionno data
2.5/2.5CI-Tests27 out of 27 merged PRs checked by a CI test -- score normalized to 10
0/2.5CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
7.5/7.5Code-Reviewall changesets reviewed
2.5/2.5Contributorsproject has 9 contributing companies or organizations
10/10Dangerous-Workflowno dangerous workflow patterns detected
7.5/7.5Dependency-Update-Toolupdate tool detected
0/5Fuzzingproject is not fuzzed
2.5/2.5Licenselicense file detected
7.5/7.5Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
5/5Packagingpackaging workflow detected
2.5/5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
5/5SASTSAST tool is run on all commits
5/5Security-Policysecurity policy file detected
0/7.5Signed-Releasesno data
7.5/7.5Token-PermissionsGitHub workflow tokens follow principle of least privilege
0/7.5Vulnerabilities10 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate8.1
Excluded from scoring (no data or not applicable): Branch-Protection, Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisoriesno direct dependency carries a known advisory
25/25Indirect dependencies free of known advisoriesno indirect dependency carries a known advisory
0/40No advisories left outstandingno advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages12
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:memray@1.19.3 runtime dependency closure — what installing the published package pulls in — 12 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.

75Good · 4% of overall
How it's scored
0/45Agent instructionsno CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history52 of 60 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url
legible_history_share0.867
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrapMakefile, docs/Makefile
22/22Automated tests
11/11Lint / format config
11/11Static type checkingsrc/memray/py.typed
10/10Reproducible environmentdevcontainer, Dockerfile, lockfile
4/10Demonstrated agent practice2 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance40 of the last 100 commits are automated dependency updates
5/10OpenSSF Scorecard: Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile, docs/Makefile
has_devcontaineryes
has_linter_configyes
typecheck_configssrc/memray/py.typed
agent_commit_share0.02
toolchain_manifests
dependency_bot_commit_share0.4
How it's scored
27/45Type-checkable codePython with type-check config (src/memray/py.typed)
52.5/55Manageable file sizes9/202 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes127,333
source_files_sampled202
oversized_source_files9
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)not applicable to this kind of software
0/20MCP servernot applicable to this kind of software
40/40Runnable examplesexamples
Inputs used
example_dirsexamples
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

15,183GitHub stars
68contributors
149commits, last 12 months
0days since last push
34releases
2bus factor
26open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

More detail

Star and fork history 0 ★ / 458 ⇿
0Stars
458Forks
34Releases

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.

0100200300400500456902022-042024-062026-08
Major 0Minor 19Patch 15

Each point covers 4 days.

OpenSSF Scorecard 8.1 / 10
8.1aggregate

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 · 2026-08-05 06:32 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-Tests27 out of 27 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 9 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
5Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 5
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
0Vulnerabilities10 existing vulnerabilities detected
Direct dependencies 13
RegistryPackageVersion constraintManifest
npm@floating-ui/dom^1.7.5package.json
npmbootstrap4.6.0package.json
npmd37.9.0package.json
npmd3-flame-graph4.1.3package.json
npmd3-scale-chromatic3.1.0package.json
npmdatatables.net1.11.3package.json
npmdatatables.net-bs41.10.23package.json
npmjquery3.6.0package.json
npmplotly.js-dist-min2.11.1package.json
npmpopper.js1.16.1package.json
PyPIjinja2>= 2.9pyproject.toml
PyPIrich>= 11.2.0pyproject.toml
PyPItextual>= 0.41.0pyproject.toml
All dependencies 569

Full resolved dependency set from the GitHub dependency graph: 14 direct and 555 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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PyPIbump2versionindirect
PyPIcoverageindirect
PyPIcythonindirect
PyPIfuroindirect
PyPIgreenletindirect
PyPIipythonindirect
PyPImatplotlibindirect
PyPImemrayindirect
PyPImypyindirect
PyPInumpyindirect
PyPIpackagingindirect
PyPIpkgconfigindirect
PyPIprekindirect
PyPIpylintindirect
PyPIpyperfindirect
PyPIpytestindirect
PyPIpytest-covindirect
PyPIpytest-memrayindirect
PyPIpytest-textual-snapshotindirect
PyPIreboundindirect
PyPIscikit-build-coreindirect
PyPIseabornindirect
PyPIsetuptoolsindirect
PyPIsphinxindirect
PyPIsphinx-argparseindirect
PyPIsphinx-autobuildindirect
PyPItowncrierindirect
Dependency advisories 0

Installing pypi:memray@1.19.3 pulls in 12 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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

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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 v0.31.0 — full methodology · metrics wiki.

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