Real ChatGPT answer · index seedAHElJKGhlo0completeB2B software · developer toolscommercial

My teenage son is learning to code and wants to know if GitHub Copilot is better than ChatGPT Plus for high school programming assignments.

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My teenage son is learning to code and wants to know if GitHub Copilot is better than ChatGPT Plus for high school programming assignments.
2 real searches · 1 real-search pass
GitHub Copilot plans pricing student eligibility official 2026 features free planGoogle ↗
OBSERVEDOther / navigational
ChatGPT Plus pricing features official 2026 coding learningGoogle ↗
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 plans pricing student eligibility official 2026 features free plan Google ↗
ChatGPT Plus pricing features official 2026 coding learning Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Copilot plans pricing student eligibility official 2026 features free plan
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
ChatGPT Plus pricing features official 2026 coding learning
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1