Best CI/CD platforms
26 products named in 120 answers across 4 wordings
In nearly every answer
Contested
By GitHub
How often 10 AI models recommend GitHub Actions, what they say about it, and who they recommend instead, on the 1 buying question where it came up.
Share of each model's answers that named it, at any position · The black tick marks the panel average
Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.
Each model's one-line reason for recommending it, from its first answer
Deep GitHub integration, huge marketplace, and low friction for most software teams.
Best overall for teams already on GitHub, with broad integrations and approachable workflow automation.
Unbeatable ecosystem integration, massive marketplace of reusable actions, and effortless setup for GitHub users.
Dominant default, massive marketplace, seamless with most-used code host.
Tightest GitHub integration, massive marketplace, seamless YAML workflows.
Massive ecosystem, native GitHub integration, generous free tier.
Best ecosystem integration and massive marketplace for teams already on GitHub.
Tight GitHub integration, massive marketplace, best for most teams
Seamless GitHub integration, massive marketplace, generous free tier for teams already on GitHub
Native GitHub integration, generous free tier, huge marketplace
Each question's products ranked by the share of all answers that named them, GitHub Actions highlighted.
26 products named in 120 answers across 4 wordings
In nearly every answer
Contested
Share of each model's answers on the question that named it · Hover a cell for the count
| Question | Claude Haiku 5.5 | GPT-6 Luna | Gemini 4 Argon | Qwen 3.8 Flash | DeepSeek V4 Pro | GLM-5.3 | Kimi K3 | MiniMax M3 | Mistral Large 4 | Nemotron 3 Ultra |
|---|---|---|---|---|---|---|---|---|---|---|
| Best CI/CD platforms | 100 | 100 | 100 | 100 | 100 | 92 | 100 | 100 | 100 | 100 |
Share of answers that named it under each way of asking the question · Hover a cell for the exact wording
| Question | List request | Buyer asking for advice | Search query | Worth paying for? |
|---|---|---|---|---|
| Best CI/CD platforms | 100 | 100 | 100 | 97 |
Against the products named most often on the same questions
Other GitHub products: GitHub Copilot, GitHub
Work on GitHub Actions? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.