Real ChatGPT answer · index seedXMFu4WmqybkcompleteB2B software · developer toolscomparison

What are the pros and cons of using GitHub Copilot Chat versus ChatGPT Plus for explaining legacy codebase documentation as a new hire

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the pros and cons of using GitHub Copilot Chat versus ChatGPT Plus for explaining legacy codebase documentation as a new hire
2 real searches · 1 real-search pass
GitHub Copilot Chat documentation codebase context repository indexing agent mode enterprise data privacy 2026Google ↗
OBSERVEDOther / navigational
OpenAI ChatGPT Plus projects file uploads connectors data controls official 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 Copilot Chat documentation codebase context repository indexing agent mode enterprise data privacy 2026 Google ↗
OpenAI ChatGPT Plus projects file uploads connectors data controls official documentation 2026 Google ↗
  1. Add context to chat · code.visualstudio.com
  2. How Copilot understands your workspace · code.visualstudio.com
  3. Projects in ChatGPT · help.openai.com
  4. Projects and chats · learn.chatgpt.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Copilot Chat documentation codebase context repository indexing agent mode enterprise data privacy 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenAI ChatGPT Plus projects file uploads connectors data controls official documentation 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1