semianalysisai/inferencex
Grade a repo

81

/ 100

GradeB

Good community traction and solid fundamentals. Nearly in the top tier.

Top 30% of 5,156 graded repos

Open Source Continuous Inference Benchmark Research Platform — Kimi K2.7-Code, MiniMax M3, DeepSeekv4, GLM5 - GB200 NVL72 vs MI355X vs B200 vs GB300 NVL72 & soon™ TPUv6e/v7/Trainium2/3

Documentation76
Engineering76
Health100
Python1,144Apache-2.01mo ago

Top fixes

Highest-impact changes first, ranked by point weight

11 to address
  1. 1
    Tests18pt

    Wire your tests to a documented command (e.g. a test script in your build config) so the suite is reproducible.

  2. 2
    CI/CD14pt

    Add a lint step to catch style issues automatically.

  3. 3
    CI/CD14pt

    Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.

  4. 4
    CI/CD14pt

    Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.

Working through the fixes? Let every push regrade itself.

The free GitHub App rescans this repo on every push and posts the grade as a commit check, so the score climbs without coming back to rescan by hand.

Install the GitHub App

Scorecard

Every check, grouped by category and sorted worst-first

Documentation

76

Contributing guide5pt0

No CONTRIBUTING.md found (−47 pts base + up to −53 pts more for content).

→ Add a CONTRIBUTING.md telling newcomers how to get involved. Include setup, code style, test, and PR instructions.

README12pt85

README is present.

Install and run instructions9pt90

README documents how to install the project.

License6pt100

Licensed under Apache-2.0.

Engineering

76

Linting and formatting5pt0

No linter or formatter config found.

→ Add a linter config such as .eslintrc.json, .prettierrc, ruff.toml, or .golangci.yml to enforce consistent code style.

Tests18pt80

Test files detected (utils/changelog_gate_tests/conftest.py).

Reproducibility6pt82

Lockfile present (utils/agentic-benchmark/requirements.txt). Installs are reproducible.

CI/CD14pt85

CI is configured (.github/workflows/test-changelog-gate.yml).

Issue and PR templates6pt100

Issue or PR templates present.

Project health

100

Dependency manifest6pt100

Dependency manifest found (utils/agentic-benchmark/requirements.txt).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • 165 / 578
    Commits (30d / 90d)
  • 207
    Forks
  • 0
    Releases

Community

  • 62% - Fair
    Community health
  • 4 bus factor
    authors own >50% of commits
  • 1,144
    Watchers

Responsiveness

  • 6h
    Median issue response
  • 1h
    Median PR merge time
  • 220
    Open issues
Repository files16 root entries
  • .claude
  • .github
    Good: CI is configured (.github/workflows/test-changelog-gate.yml).
    Good: Dependabot configured for github-actions.
    Good: Issue or PR templates present.
  • benchmarks
  • docs
  • experimental
  • runners
  • utils
    Good: Test files detected (utils/changelog_gate_tests/conftest.py).
    Good: Lockfile present (utils/agentic-benchmark/requirements.txt). Installs are reproducible.
    Good: Dependency manifest found (utils/agentic-benchmark/requirements.txt).
  • .gitignore
    Good: .gitignore present.
  • .gitmodules
  • .mcp.json
  • AGENTS.md
  • KLAUD_DEBUG.md
  • LICENSE
    Good: Licensed under Apache-2.0.
  • perf-changelog.yaml
  • README_zh.md
    Good: README is present.
    Good: README is well structured with multiple sections.
    Good: README includes screenshots or visuals. Great for first impressions.
    Issue: README has no code examples (−15 pts).Fix: Show a quick-start snippet so contributors can see what using your project looks like.
    Good: README links to a live demo or deployed app.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • README.md
RepoGrade badge preview

Add this badge to your README

It updates automatically each time the repo is re-graded.

[![RepoGrade](https://www.repo-grade.com/api/badge/semianalysisai/inferencex)](https://www.repo-grade.com/report/semianalysisai/inferencex)

More graded Python repos