Thirteen of fourteen models named GitHub first on the direct prompt; zero named Azure Repos. GitHub was named by fourteen of the fourteen models and Azure Repos by nine and GitHub carries 83 labels and Azure Repos 16, so the shares are not directly comparable.
Named in five categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the source control hosting page.
Across every category in the October 2026 Edition, GitHub and Azure Repos were named in the same answer forty times, of the 270 answers naming GitHub and the 41 naming Azure Repos. In those answers Azure Repos took the first choice zero times and GitHub thirty.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“GitHub - due to controversies” Llama 4 Maverick · negative prompt · hard negative
“have all experienced security breaches, credential leaks, and supply chain attacks in recent years... require careful configuration and security practices to mitigate risks” Mistral Small · negative prompt · soft negative
“GitHub, especially if you need enterprise self-hosting: In May 2026, GitHub disclosed a compromise... it isn't by itself a reason to avoid GitHub.com.” GPT-6 Luna · negative prompt · soft negative
“The most popular and commonly used cloud-based Git platform with a user-friendly and intuitive UI and is widely regarded as the go-to platform for collaborative software development.” Muse Glimmer 30B · comparative prompt · first choice
“I'd recommend starting with a pilot of GitHub Enterprise Server or GitLab Self-Managed, as both offer the best balance of enterprise features and developer experience” GLM 4.7 FlashX · scale prompt · first choice
“GitHub Enterprise | Best-in-class developer experience, massive open-source ecosystem, superior AI (Copilot), industry standard for talent.” Gemini 3.5 Flash · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Small team wanting zero cost and maximum ecosystem: GitHub or Azure Repos – both give unlimited private repos for free” Muse Glimmer 30B · budget prompt · first choice
“Choose Azure Repos if: You're heavily invested in Microsoft/Azure ecosystem and need enterprise governance” Kimi K2 · comparative prompt · alternative
“Free unlimited private Git repositories, especially useful if your company already uses Microsoft tools” Mistral Small · budget prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.