Semaphore

How often 10 AI models recommend Semaphore, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

11%of all answers on this question

Best standing

#15of 26 on Best CI/CD platforms

Buying questions

1where any model named it

Never named it

4of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. GPT-6 Luna33%
2. Nemotron 3 Ultra33%
3. Gemini 4 Argon17%
4. Qwen 3.8 Flash8%
5. GLM-5.38%
6. MiniMax M38%
7. Claude Haiku 5.50%
8. DeepSeek V4 Pro0%
9. Kimi K30%
10. Mistral Large 40%

Never named it: Claude Haiku 5.5 DeepSeek V4 Pro Kimi K3 Mistral Large 4

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best CI/CD platforms 2

• GPT-6 LunaFast, developer-friendly CI/CD with clean workflows and strong parallel execution.
• Nemotron 3 UltraFast builds, clean UI, Docker layer caching

Against the competition

Each question's products ranked by the share of all answers that named them, Semaphore highlighted.

Best CI/CD platforms

26 products named in 120 answers across 4 wordings

In nearly every answer

CircleCIGitLabGitHub ActionsAzure DevOpsJenkins

Contested

1. 6Buildkite88%
2. 7Bitbucket Pipelines83%
3. 7TeamCity83%
4. 9Travis CI61%
5. 10Harness53%
6. ⋯
7. 15Semaphore11%

Mention rate by model and question

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		33	17	8		8		8		33

Does the wording matter?

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	13			30

Head to head

Against the products named most often on the same questions

Semaphore vs CircleCISemaphore vs GitLabSemaphore vs GitHub ActionsSemaphore vs Azure DevOpsSemaphore vs JenkinsSemaphore vs Buildkite

Compare with another product

Work on Semaphore? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.