The standing depends on who is buying. Every model is asked the same questions for each company size.
GitHub Packages is first at 50%.
Sonatype Nexus Repository is first at 28%. 0 of 14 models made it the first choice when asked directly.
JFrog Artifactory is first at 51%.
“If already in a cloud ecosystem: GitHub Packages, Azure Artifacts, or AWS CodeArtifact (lower friction but potentially less universal).”Grok 4.20 · Scale-constrained question · alternative
“Azure Artifacts | Teams on Azure DevOps | Limited to Azure ecosystem; fewer advanced security features”DeepSeek V4 Flash · Scale-constrained question · alternative
“consider an artifact registry like Google Artifact Registry, Azure Artifacts, or JFrog Artifactory”Mistral Small · Comparative question · alternative
“Best for: Infrastructure-heavy teams heavily committed to a single cloud provider.”Gemini 3.5 Flash · Direct question · alternative
“work great *inside* their cloud but create friction for multi-cloud”Kimi K2 · Scale-constrained question · warning
The products named in the same answers as Azure Artifacts, over the 55 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 46 | 20 | View → | |
| 44 | 0 | View → | |
| 43 | 9 | View → | |
| 36 | 13 | View → | |
| 32 | 2 | View → | |
| 27 | 1 | View → | |
| 19 | 1 | View → | |
| 17 | 3 | View → | |
| 11 | 1 | View → | |
| 8 | 0 | View → |
What the models named instead of Azure Artifacts →
A side-by-side page exists where both products are among a category's top eight.
Stated on Azure Artifacts's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 39 of the 55 answers that named Azure Artifacts and are not a share of its labels.
168 of the 168 domain citations in answers naming Azure Artifacts came from a third party's page.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 3 | 1 | 0 | 4 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 2 | 0 | 0 | 2 |
| Mistral Small | 0 | 2 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 0 | 4 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |