AWS CodeArtifact is a fully managed package repository from AWS that hosts and proxies software packages, with access controlled through IAM · aws.amazon.com ↗
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%.
“CodeArtifact may be the better *total-cost* choice if self-hosting and backups would consume valuable staff time”GPT-6 Luna · Budget-constrained question · alternative
“Excellent for cloud-native engineering teams looking to keep cloud billing and security unified.”Gemini 3.5 Flash · Direct question · alternative
“A natural choice when IAM, AWS billing, and AWS-native CI/CD integration are more important”Perplexity Sonar · Direct question · alternative
“Managed artifact repository for language dependencies (npm, PyPI, Maven, NuGet, Swift).”Gemini 3.5 Flash · Comparative question · alternative
No model argued against it.
The products named in the same answers as AWS CodeArtifact, over the 73 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 58 | 22 | View → | |
| 54 | 19 | View → | |
| 46 | 19 | View → | |
| 44 | 0 | View → | |
| 35 | 4 | View → | |
| 32 | 0 | View → | |
| 22 | 0 | View → | |
| 21 | 4 | View → | |
| 16 | 2 | View → | |
| 13 | 0 | View → |
What the models named instead of AWS CodeArtifact →
A side-by-side page exists where both products are among a category's top eight.
Stated on AWS CodeArtifact'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 53 of the 73 answers that named AWS CodeArtifact and are not a share of its labels.
197 of the 208 domain citations in answers naming AWS CodeArtifact 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 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 3 | 1 | 0 | 4 |
| Perplexity Sonar | 0 | 2 | 0 | 0 | 2 |
| Grok 4.20 | 0 | 2 | 0 | 0 | 2 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 0 | 4 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 2 | 0 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |