Data as of Aug 25, 2026 · Based on 358 AI responses · Shares cover the last 30 days · See how Parse measures this
Private Artifact Registry Services
ParseChatGPT + Google AIParse
https://parse.gl
Measured across ChatGPT & Google AI
GitHub| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | JfrogEnterprise-grade, universal repository manager supporting many artifact types. | Enterprise-grade, universal repository manager supporting many artifact types. | 80% |
| 2 |  Alphabet | 80% | |
| 3 |  Amazon | 75% | |
| 4 |  Microsoft | 72% | |
| 5 |  HarborAn open-source, self-hosted choice for enterprise container registry needs. | An open-source, self-hosted choice for enterprise container registry needs. | 65% |
| 6 |  Docker | 45% | |
| 7 | GitHubBest for teams using GitHub for simple, integrated package hosting. | Best for teams using GitHub for simple, integrated package hosting. | 36% |
| 8 |  SonatypeAn enterprise alternative to Jfrog for universal artifact management. | An enterprise alternative to Jfrog for universal artifact management. | 36% |
| 9 |  Harness | 27% | |
| 10 |  CloudsmithA managed SaaS solution focused on enterprise security and global distribution. | A managed SaaS solution focused on enterprise security and global distribution. | 15% |
| 11 |  IBM | 13% | |
| 12 |  HarborAn open-source, self-hosted choice for enterprise container registry needs. | An open-source, self-hosted choice for enterprise container registry needs. | 6% |
| 13 |  Quay | 1% | |
| 14 |  Distr.sh | <1% | |
| 15 |  Qualys | <1% | |
| 16 |  Pulp Project | <1% | |
| 17 |  VerdaccioPopular lightweight, open-source, self-hosted option for smaller teams. | Popular lightweight, open-source, self-hosted option for smaller teams. | <1% |
| 18 |  Linux Foundation | <1% | |
| 19 |  Alibaba Group | <1% | |
| 20 |  Oracle | <1% | |
| 21 |  Docker Distribution | <1% | |
| 22 | <1% | ||
| 23 | <1% | ||
| 24 |  GitLab | <1% | |
| 25 |  GitLab Container Registry | <1% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
harness.io is the page AI reaches for most here, cited in 62% of analyzed answers.
Emerged as a top recommendation for NPM prompts between November 2025 and January 2026.
“Mentioned as one of many DevOps platform options.” → “Framed as the default, developer-friendly choice for NPM hosting.”
Dropped from rank #3 to #7 overall between October 2025 and March 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| JFrog Artifactory | 67% | 78% | |
 Amazon Elastic Container Registry | 88% | 26% | |
| Harbor | 67% | 70% | |
 Google Artifact Registry | 75% | 57% | |
 Azure Container Registry | 71% | 48% |
Across 358 AI responses, Jfrog is mentioned most, named in 80% of them, followed by Alphabet (80%) and Amazon (75%).
Parse measures each brand's mention rate — the share of answers naming it — across 358 AI responses to this market's buyer questions over the last 30 days. Answers are collected daily and the ranking is re-measured on the same 30-day window.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
VerdaccioGitHubJfrogVerdaccioGitHubJfrogThis prompt's responses mirror the other NPM prompt, initially highlighting
GitHubJfrogWhat's the best platform for hosting a private NPM registry for our team's shared packages?
This prompt's responses mirror the other NPM prompt, initially highlighting
