Zero of fourteen models named Azure Repos first on the direct prompt; zero named Azure DevOps. Azure Repos was named by nine of the fourteen models and Azure DevOps by thirteen and Azure Repos carries 16 labels and Azure DevOps 30, so the shares are not directly comparable.
Named in one category this edition.
Named in three categories 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.
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“GitHub, GitLab, Bitbucket, and Azure DevOps have all experienced security breaches, credential leaks, and supply chain attacks” Mistral Small · negative prompt · soft negative
“Be cautious about closed-source SaaS for sensitive code: GitHub, Bitbucket, Azure DevOps, and AWS CodeCommit” Perplexity Sonar · negative prompt · soft negative
“Azure DevOps can feel rigid and "corporate" to modern engineering teams, making it less attractive” Gemini 3.5 Flash · direct prompt · soft negative
“Azure DevOps ⭐ Best Overall Value” Kimi K2 · budget prompt · first choice
“Strong integration with Microsoft ecosystem... Highly Microsoft-centric enterprise environments (though Microsoft is actively pushing much of ADO's innovation toward GitHub).” Gemini 3.5 Flash · scale prompt · alternative
“Best For: Large enterprises, legacy .NET development shops... Microsoft cloud/corporate ecosystem.” Gemini 3.5 Flash · comparative 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.