GitHub

How often 10 AI models recommend GitHub, what they say about it, and who they recommend instead, on the 2 buying questions where it came up.

Mention rate

2%of all answers on these questions

Best standing

#23of 26 on Best CI/CD platforms

Buying questions

2where any model named it

Never named it

8of 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. Mistral Large 413%
2. GLM-5.34%
3. Claude Haiku 5.50%
4. GPT-6 Luna0%
5. Gemini 4 Argon0%
6. Qwen 3.8 Flash0%
7. DeepSeek V4 Pro0%
8. Kimi K30%
9. MiniMax M30%
10. Nemotron 3 Ultra0%

Never named it: Claude Haiku 5.5 GPT-6 Luna Gemini 4 Argon Qwen 3.8 Flash DeepSeek V4 Pro Kimi K3 MiniMax M3 Nemotron 3 Ultra

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 team knowledge base tools 1

• Mistral Large 4Ideal for technical teams already living in Git workflows and repos.

Against the competition

Each question's products ranked by the share of all answers that named them, GitHub 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. 23GitHub1%

Best team knowledge base tools

38 products named in 120 answers across 4 wordings

In nearly every answer

ConfluenceNotionDocument360

Contested

1. 4Guru80%
2. 5Tettra78%
3. 6GitBook73%
4. 7Slab73%
5. 8Slite54%
6. ⋯
7. 27GitHub3%

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						8
Best team knowledge base tools									25

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				3
Best team knowledge base tools	10

Head to head

Against the products named most often on the same questions

GitHub vs CircleCIGitHub vs ConfluenceGitHub vs GitLabGitHub vs NotionGitHub vs GitHub ActionsGitHub vs Azure DevOps

Compare with another product

Other GitHub products: GitHub Copilot, GitHub Actions

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