Real ChatGPT answer · index seeduS6xh0xX34kcompleteB2B software · developer toolscomparison

Is GitHub Packages better than AWS ECR for a solo engineer who wants to keep deployment pipelines simple and inexpensive?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is GitHub Packages better than AWS ECR for a solo engineer who wants to keep deployment pipelines simple and inexpensive?
2 real searches · 1 real-search pass
GitHub Container Registry GHCR pricing storage bandwidth GitHub Packages documentation 2026Google ↗
OBSERVEDOther / navigational
Amazon ECR pricing storage data transfer documentation 2026Google ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
GitHub Container Registry GHCR pricing storage bandwidth GitHub Packages documentation 2026 Google ↗
Amazon ECR pricing storage data transfer documentation 2026 Google ↗
  1. Working with the Container registry · docs.github.com
  2. GitHub Packages billing · docs.github.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Container Registry GHCR pricing storage bandwidth GitHub Packages documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Amazon ECR pricing storage data transfer documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1