Compare GitHub Copilot and Tabnine for boosting coding speed among full stack developers in a small agency working across Node.js and Python.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare GitHub Copilot and Tabnine for boosting coding speed among full stack developers in a small agency working across Node.js and Python.
3 real searches · 1 real-search pass
GitHub Copilot official plans pricing features agent mode coding agent 2026Google ↗
OBSERVEDOther / navigational
Tabnine official pricing features enterprise privacy code completion chat agents 2026Google ↗
OBSERVEDOther / navigational
GitHub Copilot supported languages IDEs documentation Node.js PythonGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
GitHub Copilot official plans pricing features agent mode coding agent 2026 Google ↗
Tabnine official pricing features enterprise privacy code completion chat agents 2026 Google ↗
GitHub Copilot supported languages IDEs documentation Node.js Python Google ↗
- GitHub Copilot · Plans & pricing for every developer & team · GitHub · github.com
- Plans for GitHub Copilot · docs.github.com
- GitHub Copilot · Your AI coding agent · GitHub · github.com
- Plans & Pricing | Tabnine: The AI code assistant that you control · tabnine.com
- Platform · tabnine.com
- Deployment options · docs.tabnine.com
- Privacy · docs.tabnine.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitHub Copilot official plans pricing features agent mode coding agent 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Tabnine official pricing features enterprise privacy code completion chat agents 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitHub Copilot supported languages IDEs documentation Node.js Python OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |