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Best secrets scanning tool for code repositories

3 models · updated 2026-06-29

The verdict

GitGuardian leads — 2 of 3 models rank GitGuardian the top startup.

Not unanimous: ChatGPT picks Gitleaks.

Combined ranking

  1. 1
    GitGuardian—12 pts
    GPT #4Claude #1Gemini #1· Dedicated secrets-detection platform with broad VCS coverage and validity checking.
  2. 2
    TruffleHog—11 pts
    GPT #3Claude #2Gemini #2· Open-source scanner that verifies live credentials across 800+ secret types.
  3. 3
    Gitleaks—10 pts
    GPT #2Claude #3Gemini #3· Fast open-source scanner widely used in CI and pre-commit.
  4. 4
    Spectral—1 pts
    GPT —Claude —Gemini #5· Developer-first scanner with excellent signal-to-noise ratio and broad SDLC coverage.

Not ranked (incumbents): GitHub Advanced Security, Snyk Code, Wiz

By model

ChatGPT

  1. 1.GitHub Advanced Security
  2. 2.Gitleaks
  3. 3.TruffleHog
  4. 4.GitGuardian
  5. 5.Snyk Code

Claude

  1. 1.GitGuardian
  2. 2.TruffleHog
  3. 3.Gitleaks
  4. 4.GitHub Advanced Security
  5. 5.Wiz

Gemini

  1. 1.GitGuardian
  2. 2.TruffleHog
  3. 3.Gitleaks
  4. 4.GitHub Advanced Security
  5. 5.Spectral

Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled continuously