Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-15 20:06 UTC

modelscope / evalscope

A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.

Python · TypeScriptApache-2.0★ 3,425 stars⑂ 486 forkssince Dec 2023View on GitHub ↗
KindCommand-line toolLibraryhow this is determined

modelscope/evalscope holds a health index of 95 out of 100, placing it in the Exceptional band. It scores highest on Vitality (99/100) and lowest on Security (59/100). It was last updated today. A single contributor accounts for most of its recent work.

95
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.

95
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 82 is calibrated to 95 on the published index scale (record calibration 2026-08-02).

Ownership

ModelScopeOrganization
6,635 followers55 public repossince Jul 2022

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIevalscope1.11.142,3676015 days agopythonllmevaluation

Metrics by category

Vitality

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

99Exceptional · 21% of overall
How it's scored
36/36Push recency — last push 0 days ago
33.9/36Commit cadence — 49/52 weeks with commits
18/18Commit volume — 558 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year558
human_commit_share1
days_since_last_push0
active_weeks_last_year49

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 55 releases published
36/36Release recency — latest release 15 days ago
27/27Release cadence — a release every ~15.5 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count55
latest_release_tagv1.11.1
releases_from_tagsno
days_since_latest_release15
mean_days_between_releases15.5

Community & Adoption

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

77Good · 17% of overall
How it's scored
57.3/60Stars — 3,425 stars
22.4/25Forks — 486 forks
4.7/15Watchers — 8 watchers
Inputs used
forks486
stars3,425
watchers8
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
readme_badges6
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesbadge.fury.io, readthedocs.org, shields.io
has_pull_request_templateno
How it's scored
61.7/80Monthly downloads — 42,367 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesevalscope
dependents—
ecosystemspypi
total_downloads—
monthly_downloads42,367
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?

73Good · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
8/22.5Commit distribution — top contributor authored 65% of commits
13.5/13.5Contributor breadth — 100 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor1
contributors_sampled100
top_contributor_share0.646
How it's scored
40.6/42Issue resolution — 97% of issues closed
27.8/30PR acceptance — 754/814 decided PRs merged
13/13Newcomer PR acceptance — 4/4 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs754
open_issues30
closed_issues882
prs_merged_7d13
prs_decided_7d15
prs_merged_30d33
prs_decided_30d35
issue_closed_ratio0.967
closed_unmerged_prs60
first_time_authors_30d4
first_time_prs_merged_30d4
first_time_prs_decided_30d4
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 6,635 followers of modelscope
21/25Track record — 55 public repos, account ~4 yr old
Inputs used
followers6,635
owner_typeOrganization
is_verifiedno
owner_loginmodelscope
public_repos55
account_age_days1,513

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 15 days ago
20/20Version history — 60 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesevalscope
ecosystemspypi
any_deprecatedno
min_days_since_publish15

Engineering Quality

Are baseline engineering and documentation practices in place?

95Exceptional · 19% of overall
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js, pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

100Exceptional
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://modelscope.github.io/evalscope/
10/10Repository description
10/10Topics — 5 topics
10/10Wiki
Inputs used
topicsevaluation, llm, performance, rag, vlm
has_wikiyes
homepagehttps://modelscope.github.io/evalscope/
docs_sitehttps://modelscope.github.io/evalscope/
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

59Moderate · 16% of overall
How it's scored
30/30Security policy (SECURITY.md)
0/25Dependabot config
25/25Dependency lockfiles — package-lock.json
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfilespackage-lock.json
manifestspyproject.toml, setup.cfg, setup.py
has_codeql_workflowno
has_security_policyyes
has_dependabot_configno
How it's scored
15.4/35Direct dependencies free of known advisories — 1 affected: nltk 3.10.3 (high 7.0)
19/25Indirect dependencies free of known advisories — 1 affected: datasets 4.8.4 (unknown)
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories2
affected_packages2
assessed_packages118
unassessed_packages0
affected_by_severityhigh 1, unknown 1
direct_affected_packages1
Matched the pypi:evalscope@1.11.1 runtime dependency closure — what installing the published package pulls in — 118 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
How it's scored
45/45Agent instructions — .github/copilot-instructions.md, AGENTS.md, docs/en/get_started/supported_dataset/agent.md, docs/zh/get_started/supported_dataset/agent.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 100 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share1
agent_instruction_files.github/copilot-instructions.md, AGENTS.md, docs/en/get_started/supported_dataset/agent.md, docs/zh/get_started/supported_dataset/agent.md
agent_instruction_max_bytes12,473
How it's scored
18/18One-command bootstrap — Makefile, docs/en/Makefile, docs/zh/Makefile
22/22Automated tests
11/11Lint / format config — eslint.config.js, pyproject.toml ([tool.ruff])
11/11Static type checking — evalscope/web/tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
2/10Demonstrated agent practice — 1 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
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile, docs/en/Makefile, docs/zh/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configsevalscope/web/tsconfig.json
agent_commit_share0.01
toolchain_manifests—
dependency_bot_commit_share0
How it's scored
27/45Type-checkable code — Python with type-check config (evalscope/web/tsconfig.json)
54.8/55Manageable file sizes — 5/1,563 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes89,981
source_files_sampled1,563
oversized_source_files5
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — examples
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

3,425GitHub stars
100contributors
558commits, last 12 months
0days since last push
55releases
1bus factor
30open issues
PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • OpenSSF Scorecard did not return a usable result (killed by SIGKILL — most likely the container's memory limit; 2026/09/15 20:05:03 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 ★ / 486 ⇿
0Stars
486Forks
55Releases

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.

0100200300400500483292024-012025-052026-09
Major 1Minor 22Patch 31

Each point covers 3 days.

All dependencies 803

Full resolved dependency set from the GitHub dependency graph: 0 direct and 803 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmeslint-scope9.1.2indirect
npmeslint-visitor-keys3.4.3indirect
npmeslint-visitor-keys5.0.1indirect
npmespree11.2.0indirect
npmesquery1.7.0indirect
npmesrecurse4.3.0indirect
npmestraverse5.3.0indirect
npmestree-util-is-identifier-name3.0.0indirect
npmestree-walker3.0.3indirect
npmesutils2.0.3indirect
npmexpect30.4.1indirect
npmexpect-type1.4.0indirect
npmextend3.0.2indirect
npmfast-check4.9.0indirect
npmfast-deep-equal3.1.3indirect
npmfast-json-stable-stringify2.1.0indirect
npmfast-levenshtein2.0.6indirect
npmfault1.0.4indirect
npmfdir6.5.0indirect
npmfile-entry-cache8.0.0indirect
npmfind-up5.0.0indirect
npmflat-cache4.0.1indirect
npmflatted3.4.2indirect
npmformat0.2.2indirect
npmfsevents2.3.3indirect
npmgensync1.0.0-beta.2indirect
npmget-tsconfig4.14.0indirect
npmglob-parent6.0.2indirect
npmglobals17.5.0indirect
npmgraceful-fs4.2.11indirect
npmhas-flag4.0.0indirect
npmhast-util-from-dom5.0.1indirect
npmhast-util-from-html2.0.3indirect
npmhast-util-from-html-isomorphic2.0.0indirect
npmhast-util-from-parse58.0.3indirect
npmhast-util-is-element3.0.0indirect
npmhast-util-parse-selector4.0.0indirect
npmhast-util-to-jsx-runtime2.3.6indirect
npmhast-util-to-text4.0.2indirect
npmhast-util-whitespace3.0.0indirect
npmhastscript9.0.1indirect
npmhermes-estree0.25.1indirect
npmhermes-parser0.25.1indirect
npmhighlight.js10.7.3indirect
npmhighlightjs-vue1.0.0indirect
npmhtml-encoding-sniffer6.0.0indirect
npmhtml-escaper2.0.2indirect
npmhtml-url-attributes3.0.1indirect
npmignore5.3.2indirect
npmignore7.0.5indirect
npmimurmurhash0.1.4indirect
npmindent-string4.0.0indirect
npminline-style-parser0.2.7indirect
npmis-alphabetical2.0.1indirect
npmis-alphanumerical2.0.1indirect
npmis-decimal2.0.1indirect
npmis-extglob2.1.1indirect
npmis-glob4.0.3indirect
npmis-hexadecimal2.0.1indirect
npmis-plain-obj4.1.0indirect
npmis-potential-custom-element-name1.0.1indirect
npmisexe2.0.0indirect
npmistanbul-lib-coverage3.2.2indirect
npmistanbul-lib-report3.0.1indirect
npmistanbul-reports3.2.0indirect
npmjest-axe10.0.0indirect
npmjest-diff29.7.0indirect
npmjest-diff30.4.1indirect
npmjest-get-type29.6.3indirect
npmjest-matcher-utils29.2.2indirect
npmjest-matcher-utils30.4.1indirect
npmjest-message-util30.4.1indirect
npmjest-mock30.4.1indirect
npmjest-regex-util30.4.0indirect
npmjest-util30.4.1indirect
npmjiti2.6.1indirect
npmjs-tokens10.0.0indirect
npmjs-tokens4.0.0indirect
npmjs-yaml4.3.2indirect
npmjsdom29.1.1indirect
npmjsesc3.1.0indirect
npmjson-buffer3.0.1indirect
npmjson-schema-to-typescript15.0.4indirect
npmjson-schema-traverse0.4.1indirect
npmjson-stable-stringify-without-jsonify1.0.1indirect
npmjson52.2.3indirect
npmkatex0.16.45indirect
npmkeyv4.5.4indirect
npmlevn0.4.1indirect
npmlightningcss1.32.0indirect
npmlightningcss-android-arm641.32.0indirect
npmlightningcss-darwin-arm641.32.0indirect
npmlightningcss-darwin-x641.32.0indirect
npmlightningcss-freebsd-x641.32.0indirect
npmlightningcss-linux-arm-gnueabihf1.32.0indirect
npmlightningcss-linux-arm64-gnu1.32.0indirect
npmlightningcss-linux-arm64-musl1.32.0indirect
npmlightningcss-linux-x64-gnu1.32.0indirect
npmlightningcss-linux-x64-musl1.32.0indirect
npmlightningcss-win32-arm64-msvc1.32.0indirect
npmlightningcss-win32-x64-msvc1.32.0indirect
npmlocate-path6.0.0indirect
npmlodash4.18.1indirect
npmlodash.merge4.6.2indirect
npmlongest-streak3.1.0indirect
npmlowlight1.20.0indirect
npmlru-cache11.5.2indirect
npmlru-cache5.1.1indirect
npmlucide-react1.11.0indirect
npmlz-string1.5.0indirect
npmmagic-string0.30.21indirect
npmmagicast0.5.3indirect
npmmake-dir4.0.0indirect
npmmarkdown-table3.0.4indirect
npmmdast-util-find-and-replace3.0.2indirect
npmmdast-util-from-markdown2.0.3indirect
npmmdast-util-gfm3.1.0indirect
npmmdast-util-gfm-autolink-literal2.0.1indirect
npmmdast-util-gfm-footnote2.1.0indirect
npmmdast-util-gfm-strikethrough2.0.0indirect
npmmdast-util-gfm-table2.0.0indirect
npmmdast-util-gfm-task-list-item2.0.0indirect
npmmdast-util-math3.0.0indirect
npmmdast-util-mdx-expression2.0.1indirect
npmmdast-util-mdx-jsx3.2.0indirect
npmmdast-util-mdxjs-esm2.0.1indirect
npmmdast-util-phrasing4.1.0indirect
npmmdast-util-to-hast13.2.1indirect
npmmdast-util-to-markdown2.1.2indirect
npmmdast-util-to-string4.0.0indirect
npmmdn-data2.27.1indirect
npmmicromark4.0.2indirect
npmmicromark-core-commonmark2.0.3indirect
npmmicromark-extension-gfm3.0.0indirect
npmmicromark-extension-gfm-autolink-literal2.1.0indirect
npmmicromark-extension-gfm-footnote2.1.0indirect
npmmicromark-extension-gfm-strikethrough2.1.0indirect
npmmicromark-extension-gfm-table2.1.1indirect
npmmicromark-extension-gfm-tagfilter2.0.0indirect
npmmicromark-extension-gfm-task-list-item2.1.0indirect
npmmicromark-extension-math3.1.0indirect
npmmicromark-factory-destination2.0.1indirect
npmmicromark-factory-label2.0.1indirect
npmmicromark-factory-space2.0.1indirect
npmmicromark-factory-title2.0.1indirect
npmmicromark-factory-whitespace2.0.1indirect
npmmicromark-util-character2.1.1indirect
npmmicromark-util-chunked2.0.1indirect
npmmicromark-util-classify-character2.0.1indirect
npmmicromark-util-combine-extensions2.0.1indirect
npmmicromark-util-decode-numeric-character-reference2.0.2indirect
npmmicromark-util-decode-string2.0.1indirect
npmmicromark-util-encode2.0.1indirect
npmmicromark-util-html-tag-name2.0.1indirect
npmmicromark-util-normalize-identifier2.0.1indirect
npmmicromark-util-resolve-all2.0.1indirect
npmmicromark-util-sanitize-uri2.0.1indirect
npmmicromark-util-subtokenize2.1.0indirect
npmmicromark-util-symbol2.0.1indirect
npmmicromark-util-types2.0.2indirect
npmmin-indent1.0.1indirect
npmminimatch10.2.5indirect
npmminimist1.2.8indirect
npmms2.1.3indirect
npmnanoid3.3.16indirect
npmnatural-compare1.4.0indirect
npmnode-releases2.0.51indirect
npmobug2.1.3indirect
npmoptionator0.9.4indirect
npmp-limit3.1.0indirect
npmp-locate5.0.0indirect
npmparse-entities4.0.2indirect
npmparse57.3.0indirect
npmparse58.0.1indirect
npmpath-exists4.0.0indirect
npmpath-key3.1.1indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.5indirect
npmpostcss8.5.19indirect
npmpostcss-selector-parser6.0.10indirect
npmprelude-ls1.2.1indirect
npmprettier3.9.6indirect
npmpretty-format27.5.1indirect
npmpretty-format29.7.0indirect
npmpretty-format30.4.1indirect
npmprismjs1.30.0indirect
npmproperty-information7.1.0indirect
npmpunycode2.3.1indirect
npmpure-rand8.4.2indirect
npmreact19.2.5indirect
npmreact-dom19.2.5indirect
npmreact-is17.0.2indirect
npmreact-is18.3.1indirect
npmreact-is19.2.7indirect
npmreact-markdown10.1.0indirect
npmreact-router7.18.1indirect
npmreact-router-dom7.18.1indirect
npmreact-syntax-highlighter16.1.1indirect
npmredent3.0.0indirect
npmrefractor5.0.0indirect
npmrehype-katex7.0.1indirect
npmremark-gfm4.0.1indirect
npmremark-math6.0.0indirect
npmremark-parse11.0.0indirect
npmremark-rehype11.1.2indirect
npmremark-stringify11.0.0indirect
npmrequire-from-string2.0.2indirect
npmresolve-pkg-maps1.0.0indirect
npmrolldown1.1.5indirect
npmsaxes6.0.0indirect
npmscheduler0.27.0indirect
npmsemver6.3.1indirect
npmsemver7.7.4indirect
npmsemver7.8.5indirect
npmset-cookie-parser2.7.2indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmsiginfo2.0.0indirect
npmslash3.0.0indirect
npmsource-map-js1.2.1indirect
npmspace-separated-tokens2.0.2indirect
npmstack-utils2.0.6indirect
npmstackback0.0.2indirect
npmstd-env4.2.0indirect
npmstringify-entities4.0.4indirect
npmstrip-indent3.0.0indirect
npmstyle-to-js1.1.21indirect
npmstyle-to-object1.0.14indirect
npmsupports-color7.2.0indirect
npmsymbol-tree3.2.4indirect
npmtailwind-merge3.5.0indirect
npmtailwindcss4.2.4indirect
npmtapable2.3.3indirect
npmtinybench2.9.0indirect
npmtinyexec1.2.4indirect
npmtinyglobby0.2.17indirect
npmtinyrainbow3.1.0indirect
npmtldts7.4.8indirect
npmtldts-core7.4.8indirect
npmtough-cookie6.0.2indirect
npmtr466.0.0indirect
npmtrim-lines3.0.1indirect
npmtrough2.2.0indirect
npmts-api-utils2.5.0indirect
npmtslib2.8.1indirect
npmtsx4.20.6indirect
npmtype-check0.4.0indirect
npmtypescript6.0.3indirect
npmtypescript-eslint8.59.0indirect
npmundici7.28.0indirect
npmundici-types7.16.0indirect
npmunified11.0.5indirect
npmunist-util-find-after5.0.0indirect
npmunist-util-is6.0.1indirect
npmunist-util-position5.0.0indirect
npmunist-util-remove-position5.0.0indirect
npmunist-util-stringify-position4.0.0indirect
npmunist-util-visit5.1.0indirect
npmunist-util-visit-parents6.0.2indirect
npmupdate-browserslist-db1.2.3indirect
npmuri-js4.4.1indirect
npmutil-deprecate1.0.2indirect
npmvfile6.0.3indirect
npmvfile-location5.0.3indirect
npmvfile-message4.0.3indirect
npmvite8.1.4indirect
npmvitest4.1.10indirect
npmw3c-xmlserializer5.0.0indirect
npmweb-namespaces2.0.1indirect
npmwebidl-conversions8.0.1indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url16.0.1indirect
npmwhich2.0.2indirect
npmwhy-is-node-running2.3.0indirect
npmword-wrap1.2.5indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmyallist3.1.1indirect
npmyocto-queue0.1.0indirect
npmzod4.4.3indirect
npmzod-validation-error4.0.2indirect
npmzwitch2.0.4indirect
PyPIaiohttp—indirect
PyPIaiohttp3.9.5indirect
PyPIaiperf0.12.0indirect
PyPIanytree2.8.0indirect
PyPIapted—indirect
PyPIaspose-words25.8.0indirect
PyPIav11.0.0indirect
PyPIbasemap1.3.9indirect
PyPIbeautifulsoup4—indirect
PyPIbfcl-eval2025.10.27.1indirect
PyPIbiopython1.84indirect
PyPIbokeh2.4.0indirect
PyPIbrowsergym-miniwob0.14.3indirect
PyPIcadquery2.4.0indirect
PyPIcadquery-ocp7.7.0indirect
PyPIcairosvg2.5.2indirect
PyPIcamelot-py0.10.1indirect
PyPIcatboost—indirect
PyPIchardet3.0.4indirect
PyPIcolorlog—indirect
PyPIcountryinfo0.1.2indirect
PyPIcoverage—indirect
PyPIcryptography46.0.5indirect
PyPIdatacurve-pier—indirect
PyPIdatadog—indirect
PyPIdateparser—indirect
PyPIddtrace—indirect
PyPIdeepgram-sdk—indirect
PyPIdiffusers—indirect
PyPIdistance—indirect
PyPIdlib-bin19.24.6indirect
PyPIdocstring-parser—indirect
PyPIdocutils—indirect
PyPIdocx2txt0.8indirect
PyPIdotenv—indirect
PyPIeditdistance—indirect
PyPIeinops0.3.2indirect
PyPIelevenlabs—indirect
PyPIemoji—indirect
PyPIexchange-calendars3.4indirect
PyPIfaker8.13.2indirect
PyPIfastapi—indirect
PyPIfastapi0.95.2indirect
PyPIffmpeg-python0.2.0indirect
PyPIfiletype—indirect
PyPIfiona1.9.2indirect
PyPIflask—indirect
PyPIfolium0.12.1indirect
PyPIfpdf22.8.3indirect
PyPIfuzzysearch—indirect
PyPIfuzzywuzzy0.18.0indirect
PyPIgensim4.3.1indirect
PyPIgeopandas0.10.2indirect
PyPIgeopy2.2.0indirect
PyPIgradio2.2.15indirect
PyPIgraphviz0.17indirect
PyPIgtts2.2.3indirect
PyPIh5py—indirect
PyPIh5py3.8.0indirect
PyPIharbor—indirect
PyPIhttpx—indirect
PyPIhypercorn0.14.3indirect
PyPIhypothesis6.155.2indirect
PyPIimbalanced-learn—indirect
PyPIimblearn0.0indirect
PyPIimgkit1.2.2indirect
PyPIinstructor—indirect
PyPIiopath—indirect
PyPIjax0.2.28indirect
PyPIjellyfish—indirect
PyPIjieba—indirect
PyPIjinja2—indirect
PyPIjiwer—indirect
PyPIjsonlines—indirect
PyPIjsonschema—indirect
PyPIjupyter-client8.6.1indirect
PyPIjupyter-core5.5.1indirect
PyPIjupyter-server2.14.0indirect
PyPIjupyterlab4.1.8indirect
PyPIjupyterlab-pygments0.3.0indirect
PyPIjupyterlab-server2.27.1indirect
PyPIkeras3.13.2indirect
PyPIkerykeion2.1.16indirect
PyPIlangchain—indirect
PyPIlangchain-community—indirect
PyPIlangchain-core—indirect
PyPIlangchain-huggingface—indirect
PyPIlangchain-openai—indirect
PyPIlangdetect—indirect
PyPIlatex2sympy2-extended—indirect
PyPIlibrosa0.8.1indirect
PyPIlightgbm—indirect
PyPIlitellm—indirect
PyPIloguru0.5.3indirect
PyPIlpips—indirect
PyPIlxml—indirect
PyPImarkdown—indirect
PyPImarkdownify0.9.3indirect
PyPImatplotlib—indirect
PyPImatplotlib3.6.3indirect
PyPImatplotlib-venn0.11.6indirect
PyPImcp—indirect
PyPImcp-server-fetch—indirect
PyPImne0.23.4indirect
PyPImodelscope—indirect
PyPImore-itertools—indirect
PyPImoviepy1.0.3indirect
PyPIms-enclave—indirect
PyPIms-opencompass—indirect
PyPIms-vlmeval—indirect
PyPImtcnn0.1.1indirect
PyPImteb—indirect
PyPImutagen1.45.1indirect
PyPImyst-parser—indirect
PyPInashpy0.0.35indirect
PyPInbclassic0.4.5indirect
PyPInetworkx2.8.8indirect
PyPInltk—indirect
PyPInltk3.9.1indirect
PyPInotebook6.5.1indirect
PyPInumpy—indirect
PyPInumpy1.24.0indirect
PyPInumpy-financial1.0.0indirect
PyPIodfpy1.4.1indirect
PyPIomegaconf—indirect
PyPIopen-clip-torch—indirect
PyPIopenai—indirect
PyPIopencv-python—indirect
PyPIopencv-python4.5.5.62indirect
PyPIopenpyxl3.0.10indirect
PyPIpandas—indirect
PyPIpandas1.5.3indirect
PyPIpdf2image1.16.3indirect
PyPIpdfkit0.6.1indirect
PyPIpdfplumber0.6.2indirect
PyPIpdfrw0.4indirect
PyPIpedalboard0.9.9indirect
PyPIpeft—indirect
PyPIpillow—indirect
PyPIpillow10.0.1indirect
PyPIplotly—indirect
PyPIplotly5.3.0indirect
PyPIplotnine0.10.1indirect
PyPIpolygon3—indirect
PyPIpre-commit4.6.0indirect
PyPIpronouncing0.2.0indirect
PyPIpyaudio—indirect
PyPIpycocoevalcap—indirect
PyPIpycountry20.7.3indirect
PyPIpydantic—indirect
PyPIpydantic1.10.2indirect
PyPIpydot1.4.2indirect
PyPIpydub—indirect
PyPIpydub0.25.1indirect
PyPIpygraphviz1.7indirect
PyPIpylatexenc—indirect
PyPIpylog1.1indirect
PyPIpyloudnorm0.1.1indirect
PyPIpymc4.0.1indirect
PyPIpymupdf1.21.1indirect
PyPIpyopenssl21.0.0indirect
PyPIpypandoc1.6.3indirect
PyPIpyprover0.5.6indirect
PyPIpytesseract0.3.8indirect
PyPIpytest—indirect
PyPIpytest-asyncio—indirect
PyPIpytest-cov—indirect
PyPIpytest-json-report—indirect
PyPIpyth30.7indirect
PyPIpythainlp—indirect
PyPIpython-docx0.8.11indirect
PyPIpython-dotenv—indirect
PyPIpython-levenshtein—indirect
PyPIpython-pptx0.6.21indirect
PyPIpyttsx32.90indirect
PyPIpyxlsb1.0.8indirect
PyPIpyyaml—indirect
PyPIpyzbar0.1.8indirect
PyPIqrcode7.3indirect
PyPIragas—indirect
PyPIrapidfuzz—indirect
PyPIrarfile4.0indirect
PyPIrasterio1.3.3indirect
PyPIrdflib6.0.0indirect
PyPIrdkit2024.9.6indirect
PyPIrecommonmark—indirect
PyPIreportlab3.6.12indirect
PyPIrequests—indirect
PyPIrequests2.31.0indirect
PyPIrich—indirect
PyPIrouge-chinese—indirect
PyPIrouge-score—indirect
PyPIsacrebleu—indirect
PyPIscikit-image0.20.0indirect
PyPIscikit-learn—indirect
PyPIscikit-learn1.1.3indirect
PyPIscipy—indirect
PyPIscipy1.14.1indirect
PyPIseaborn—indirect
PyPIseaborn0.11.2indirect
PyPIsentence-transformers—indirect
PyPIshap0.39.0indirect
PyPIshapely—indirect
PyPIshapely1.7.1indirect
PyPIsoundfile—indirect
PyPIsoundfile0.10.2indirect
PyPIspacy3.4.4indirect
PyPIsphinx—indirect
PyPIsphinx-design—indirect
PyPIsphinxawesome-theme—indirect
PyPIsrt3.5.3indirect
PyPIsse-starlette—indirect
PyPIstatsmodels0.13.5indirect
PyPIsvglib1.1.0indirect
PyPIsvgwrite1.4.1indirect
PyPIswebench4.1.0indirect
PyPIsyllapy—indirect
PyPIsympy—indirect
PyPIsympy1.13.1indirect
PyPItables3.8.0indirect
PyPItabula1.0.5indirect
PyPItabulate—indirect
PyPItabulate0.9.0indirect
PyPItau2—indirect
PyPItextblob0.15.3indirect
PyPItiktoken—indirect
PyPItorch—indirect
PyPItorch2.5.1indirect
PyPItorchaudio2.5.1indirect
PyPItorchtext0.18.0indirect
PyPItorchvision—indirect
PyPItorchvision0.20.1indirect
PyPItqdm—indirect
PyPItqdm4.64.0indirect
PyPItransformers—indirect
PyPItrimesh3.9.29indirect
PyPItyping-extensions4.10.0indirect
PyPIunbabel-comet—indirect
PyPIunstructured—indirect
PyPIuvicorn—indirect
PyPIuvloop—indirect
PyPIweasyprint53.3indirect
PyPIwebdataset—indirect
PyPIwebsockets—indirect
PyPIwebsockets10.3indirect
PyPIword2number—indirect
PyPIwordcloud1.9.2indirect
PyPIxgboost1.4.2indirect
PyPIxlrd2.0.1indirect
PyPIxml-python0.4.3indirect
PyPIzhconv—indirect
PyPIzss—indirect
Dependency advisories 2

Installing pypi:evalscope@1.11.1 pulls in 118 packages, direct and transitive: 2 carry known advisories, of which 1 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
nltk3.10.3directhigh1—
datasets4.8.4indirectunknown15.0.1

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.

The message is kept through sign-in.

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.