GitHub ActionsvsSpacelift

How 10 AI models weigh GitHub Actions against Spacelift on the 1 buying question where both came up.

GitHub Actions
99%of answers named it
Spacelift
3%of answers named it
Placed higher
40–0times GitHub Actions vs Spacelift, over 40 model rankings that listed either
Models leaning
10–0toward GitHub Actions vs Spacelift

Which models prefer which

Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording

ModelGitHub ActionsSpaceliftPlaced higherLeans
Claude Haiku 5.5100%0%4–0GitHub Actions
GPT-6 Luna100%0%4–0GitHub Actions
Gemini 4 Argon100%25%4–0GitHub Actions
Qwen 3.8 Flash100%0%4–0GitHub Actions
DeepSeek V4 Pro100%8%4–0GitHub Actions
GLM-5.392%0%4–0GitHub Actions
Kimi K3100%0%4–0GitHub Actions
MiniMax M3100%0%4–0GitHub Actions
Mistral Large 4100%0%4–0GitHub Actions
Nemotron 3 Ultra100%0%4–0GitHub Actions

What the models say about GitHub Actions

One reason per model, from the shared questions

  • Claude Haiku 5.5Deep GitHub integration, huge marketplace, and low friction for most software teams.
  • GPT-6 LunaBest overall for teams already on GitHub, with broad integrations and approachable workflow automation.
  • Gemini 4 ArgonUnbeatable ecosystem integration, massive marketplace of reusable actions, and effortless setup for GitHub users.
  • Qwen 3.8 FlashDominant default, massive marketplace, seamless with most-used code host.
  • DeepSeek V4 ProTightest GitHub integration, massive marketplace, seamless YAML workflows.
  • GLM-5.3Massive ecosystem, native GitHub integration, generous free tier.
  • Kimi K3Best ecosystem integration and massive marketplace for teams already on GitHub.
  • MiniMax M3Tight GitHub integration, massive marketplace, best for most teams
  • Mistral Large 4Seamless GitHub integration, massive marketplace, generous free tier for teams already on GitHub
  • Nemotron 3 UltraNative GitHub integration, generous free tier, huge marketplace

What the models say about Spacelift

One reason per model, from the shared questions

  • Gemini 4 ArgonPurpose-built CI/CD for infrastructure-as-code that outperforms generic pipelines for Terraform and OpenTofu.

Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.

Question by question

Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first

QuestionGitHub ActionsSpacelift
Best CI/CD platforms99% #33% #18