Real ChatGPT answer · index seednkJh88hsl4UcompleteB2B software · developer toolscomparison

Compare GitHub Copilot and Tabnine for a computer science major learning Python and TypeScript on a tight budget.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare GitHub Copilot and Tabnine for a computer science major learning Python and TypeScript on a tight budget.
2 real searches · 1 real-search pass
GitHub Copilot student plan free verified students pricing 2026 individual plans features Python TypeScriptGoogle ↗
OBSERVEDOther / navigational
Tabnine pricing student plan free tier 2026 AI coding assistant features Python TypeScriptGoogle ↗
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 student plan free verified students pricing 2026 individual plans features Python TypeScript Google ↗
Tabnine pricing student plan free tier 2026 AI coding assistant features Python TypeScript Google ↗
  1. Tabnine vs. GitHub Copilot · tabnine.com
  2. Plans for GitHub Copilot · docs.github.com
  3. Tabnine Pricing: Tabnine Code Assistant · codingplans.dev
  4. Is Tabnine Worth It in 2026? Pricing Without a Free Plan · academy.techpresso.co
  5. GitHub Student Developer Pack · education.github.com
  6. Download · code.visualstudio.com
  7. Get started · github.com
  8. Download · python.org
  9. Learn · typescriptlang.org

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Copilot student plan free verified students pricing 2026 individual plans features Python TypeScript
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Tabnine pricing student plan free tier 2026 AI coding assistant features Python TypeScript
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1