Is Codility better than TestGorilla for assessing full stack developers who use modern LLM coding assistants during their technical screen?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is Codility better than TestGorilla for assessing full stack developers who use modern LLM coding assistants during their technical screen?
3 real searches · 1 real-search pass
Codility AI-assisted coding assessment features candidate use ChatGPT GitHub Copilot full stack technical interview 2026Google ↗
OBSERVEDReason
TestGorilla AI coding assessment features AI assistants full stack developer hiring 2026Google ↗
OBSERVEDOther / navigational
Codility vs TestGorilla coding assessments interview IDE plagiarism proctoring integrationsGoogle ↗
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
Codility AI-assisted coding assessment features candidate use ChatGPT GitHub Copilot full stack technical interview 2026 Google ↗
TestGorilla AI coding assessment features AI assistants full stack developer hiring 2026 Google ↗
Codility vs TestGorilla coding assessments interview IDE plagiarism proctoring integrations Google ↗
- Codility vs TestGorilla: An Honest Comparison · codility.com
- AI Coding Assessment for Engineering Hiring · codility.com
- Codex in Codility, and proof of AI skills · codility.com
- Switch the coding agent on, off, or have it slip in a bug · codility.com
- What's new in Codility: summer 2026 releases · codility.com
- Coding Assessment Proctoring and AI Use Signals · codility.com
- Skills-based assessments to hire better, faster, surer · testgorilla.com
- Coding Skills Tests · testgorilla.com
- Full-Stack Developer AI interview · testgorilla.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Codility AI-assisted coding assessment features candidate use ChatGPT GitHub Copilot full stack technical interview 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
TestGorilla AI coding assessment features AI assistants full stack developer hiring 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Codility vs TestGorilla coding assessments interview IDE plagiarism proctoring integrations OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |