Google Artifact Registry vs Harbor:Which is more popular?
In September 2026, Harbor had more branded searches than Google Artifact Registry among container registries worldwide. Harbor had about 2,400 branded searches, while Google Artifact Registry had 1,300. Harbor made up 0.55% of all container registry searches we track, and Google Artifact Registry accounted for 0.3%. When we asked ChatGPT and Google AI Overviews about container registries, Google Artifact Registry appeared in all five answers and Harbor in three. Google Artifact Registry was mentioned before Harbor in every answer.
Who do people search for more?
Harbor, about 85% more searches than Google Artifact Registry
Who does AI mention more?
Google Artifact Registry, mentioned in every answer we collected
Who does AI recommend more?
Google Artifact Registry, named ahead of Harbor in every answer
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Top container registries in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, Google Artifact Registry appeared in all five answers. Harbor was mentioned in three out of five: in all three ChatGPT answers, but not in either of the two Google AI Overviews. Google Artifact Registry was listed before Harbor in every answer.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
Docker Hub5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Azure Container Registry5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Google Artifact Registry5 of 5Named in 3 of 3 ChatGPT answersNamed in 2 of 2 Google answers
Amazon ECR4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Harbor3 of 5Named in 3 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Artifactory2 of 5Named in 1 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Quay1 of 5Named in 0 of 3 ChatGPT answersNamed in 1 of 2 Google answers
See every answer about container registries
5 answers
Asked ChatGPT
“Which container registry should I use?”
Asked ChatGPT
“What are the best container registries?”
Asked ChatGPT
“What's the best container registry for image storage?”
Searched Google, AI Overview
“container registry”
Searched Google, AI Overview
“docker image registry”
Brands are shown in the order each answer named them. The survey took place in the United States on October 20, 2026.
Is Google Artifact Registry or Harbor more popular in search?
This chart shows how often people search Google for Google Artifact Registry and Harbor by name. Each line represents a brand's share of searches for all seven container registries we track, month by month, from English-language searches worldwide.
Share of searches by month for Harbor, Google Artifact Registry. The figures are in the table below the chart.
View monthly share of searches table
| Month | Docker Hub | Artifactory | Amazon ECR | Quay | Azure Container Registry | Harbor | Google Artifact Registry |
|---|---|---|---|---|---|---|---|
| Oct 2025 | 93.1% | 3.7% | 0.75% | 0.81% | 0.91% | 0.4% | 0.26% |
| Nov 2025 | 92.5% | 4.6% | 0.74% | 0.55% | 0.91% | 0.49% | 0.27% |
| Dec 2025 | 93.6% | 3.8% | 0.75% | 0.46% | 0.75% | 0.41% | 0.27% |
| Jan 2026 | 92.5% | 4.6% | 0.74% | 0.54% | 0.91% | 0.49% | 0.27% |
| Feb 2026 | 92.3% | 4.5% | 0.91% | 0.55% | 0.91% | 0.49% | 0.27% |
| Mar 2026 | 91.2% | 5.5% | 0.9% | 0.55% | 1.1% | 0.48% | 0.27% |
| Apr 2026 | 90.9% | 5.5% | 1.1% | 0.56% | 1.1% | 0.59% | 0.32% |
| May 2026 | 91.2% | 5.5% | 1.1% | 0.57% | 0.89% | 0.49% | 0.32% |
| Jun 2026 | 91.1% | 5.5% | 1.1% | 0.65% | 0.89% | 0.49% | 0.26% |
| Jul 2026 | 89.5% | 6.6% | 1.3% | 0.53% | 1.1% | 0.58% | 0.39% |
| Aug 2026 | 85% | 11.4% | 1.2% | 0.5% | 1% | 0.55% | 0.3% |
| Sep 2026 | 84.8% | 11.4% | 1.2% | 0.9% | 0.83% | 0.55% | 0.3% |
How has the Google Artifact Registry and Harbor comparison changed over the last 12 months?
3 findings
- Harbor was ahead of Google Artifact Registry in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, Google Artifact Registry’s share of searches among container registries worldwide moved from 0.26% to 0.3%, and its estimated monthly branded searches moved from 1.9K to 1.3K.
- Across the 12 months ending September 2026, Harbor’s share of searches among container registries worldwide moved from 0.4% to 0.55%, and its estimated monthly branded searches moved from 2.9K to 2.4K.
How did search popularity change for container registries worldwide in September 2026?
2 changes

In September 2026, Harbor fell from 5th to 6th among container registries worldwide.

Estimated monthly branded searches for Google Artifact Registry worldwide fell 31.6% over 12 measured months, from 1.9K to 1.3K in September 2026.
How are branded searches counted?
2 search terms
Brandwave collects information about searches that people make online using Google Artifact Registry’s and Harbor’s names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.
Google Artifact Registry
1 branded search term
- google artifact registry
Harbor
1 branded search term
- harbor registry
Other head-to-heads among container registries

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