Dokaz Industries / Doxa

Recommendations · open-entity · rec-ci-platform-01

What is the best CI/CD platform for a small engineering team?

0.00
Divergence
1.00
Avg stability
0%
Refusal rate
3
Models

Where each model stands

ChatGPTGitHub Actions×100%
ClaudeGitHub Actions×100%
GeminiGitHub Actions×100%
ChatGPT modal GitHub Actions [GitHub Actions, GitHub Actions, GitHub Actions] · stability 1.00
  • 1 GitHub Actions 0.90 The answer says “for most small teams the simplest best choice is GitHub Actions (if you use GitHub)” and explicitly recommends: “If you use GitHub: start with GitHub Actions.”
  • 2 GitHub Actions 0.90 The answer states: “for most small engineering teams the easiest/best choices are GitHub Actions (if you use GitHub)…” and in 'Short recommendations' lists GitHub Actions as the “Best general choice for small teams on GitHub.”
  • 3 GitHub Actions 0.95 “Short answer: for most small engineering teams, GitHub Actions is the best starting point” and later: “If you use GitHub and want the fastest, lowest‑maintenance path: start with GitHub Actions.”
Claude modal GitHub Actions [GitHub Actions, GitHub Actions, GitHub Actions] · stability 1.00
  • 1 GitHub Actions 0.95 The answer explicitly recommends GitHub Actions as the best starting point for small teams, noting it's 'often the best starting point' and states in the final recommendation: 'Start with GitHub Actions if you're on GitHub—it's free, integrated, and powerful enough for most teams.'
  • 2 GitHub Actions 0.85 The answer explicitly states 'My recommendation for most small teams: Start with GitHub Actions if you use GitHub' and earlier describes it as 'often the best choice' with reasoning that it's free for public repos and integrated if using GitHub.
  • 3 GitHub Actions 0.85 The answer explicitly states GitHub Actions is 'often the best starting point' and recommends it in the practical recommendation as the first choice for small teams already using GitHub, emphasizing its free tier and minimal setup.
Gemini modal GitHub Actions [GitHub Actions, GitHub Actions, GitHub Actions] · stability 1.00
  • 1 GitHub Actions 0.95 Named 'The Undisputed Default' and explicitly stated to be 'the best choice for 90% of small teams' and the industry standard.
  • 2 GitHub Actions 0.99 The assistant explicitly states that 'GitHub Actions is currently the best overall CI/CD platform' for a small engineering team and names it 'The Default Winner'.
  • 3 GitHub Actions 0.95 The answer identifies GitHub Actions as 'The Default Winner' and states that 'the best CI/CD platform is almost always GitHub Actions' for a small engineering team.

Change over time

No change from the prior run — every model's modal stance held.

Every stance label is a derived judgment over the model's free-text answer, kept auditable against the original transcript in the run's raw data. Method: /methodology.