# TestGorilla: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 98 judge labels across 6 categories by 14 of 14 models. Page: https://www.gane.ai/index/hr/vendors/testgorilla

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Candidate assessment](https://www.gane.ai/index/hr/talent/candidate-assessment/index.md) | 51% | 1 | 5% | 56 |
| [Technical hiring assessments](https://www.gane.ai/index/hr/talent/technical-hiring-assessments/index.md) | 2% | 9 | 11% | 36 |
| [AI recruiting assistants](https://www.gane.ai/index/hr/talent/ai-recruiting-assistants/index.md) | 0% | 36 | 0% | 3 |
| [Succession planning](https://www.gane.ai/index/hr/performance/succession-planning/index.md) | 0% | 99 | 0% | 1 |
| [Talent intelligence](https://www.gane.ai/index/hr/performance/talent-intelligence/index.md) | 0% | 97 | 0% | 1 |
| [Video interviewing](https://www.gane.ai/index/hr/talent/video-interviewing/index.md) | 0% | 36 | 0% | 1 |

## What the models said for it

- "TestGorilla is designed for both technical and non-technical hiring... specifically aimed at providing an affordable solution for small- and medium-sized enterprises" (Claude Haiku 4.5, Technical hiring assessm)
- "For most companies with a limited budget, TestGorilla offers the best combination of free tier, affordability, and assessment variety." (DeepSeek V4 Flash, Candidate assessment)
- "Strong for skills, cognitive, and personality tests; good anti-cheating and integrations. Pros: Large library, affordable." (Grok 4.20, Candidate assessment)
- "Start with TestGorilla for its balance of features, pricing transparency, and ease of implementation" (GLM 4.7 FlashX, Candidate assessment)

## And against it

- "Why to Be Cautious: While popular for its variety of assessments, users often complain about the ratio of "fluff" to actual coding questions." (Qwen 3.7 Flash, Technical hiring assessm)
- "Better suited to teams consolidating general hiring assessments than to teams needing a deep software-engineering workbench." (GPT-6 Luna, Technical hiring assessm)
- "TestGorilla is favored by small businesses, indicating a potential mismatch for larger companies" (Muse Glimmer 30B, Technical hiring assessm)
- "Some AI models flag it for issues such as poor technical support and limited budget flexibility" (Mistral Small, Candidate assessment)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 3 | 2 | 0 | 7 |
| GPT-5.4 mini | 1 | 4 | 1 | 0 | 6 |
| Gemini 3.5 Flash | 3 | 3 | 3 | 0 | 9 |
| Perplexity Sonar | 2 | 4 | 0 | 0 | 6 |
| Grok 4.20 | 2 | 4 | 4 | 0 | 10 |
| Mistral Small | 0 | 4 | 2 | 1 | 7 |
| DeepSeek V4 Flash | 4 | 4 | 0 | 0 | 8 |
| Llama 4 Maverick | 1 | 0 | 3 | 1 | 5 |
| Qwen 3.7 Flash | 3 | 3 | 1 | 1 | 8 |
| Kimi K2 | 3 | 3 | 1 | 1 | 8 |
| GLM 4.7 FlashX | 3 | 1 | 1 | 0 | 5 |
| MiniMax M2.5 | 2 | 0 | 4 | 1 | 7 |
| GPT-6 Luna | 2 | 1 | 0 | 1 | 4 |
| Muse Glimmer 30B | 1 | 4 | 2 | 1 | 8 |

## Sources returned with these answers

The sites and pages cited by the answers that named TestGorilla, from 254 of the 277 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 97
- capterra.com: 83
- codility.com: 81
- testgorilla.com: 75 (its own site)
- leadchangegroup.com: 73
- coderbyte.com: 72
- softwareadvice.com: 70
- testtrick.com: 44
- codesignal.com: 43
- firsthr.app: 39

### Pages cited

- https://coderbyte.com/blog/reviewing-all-43-of-the-technical-assessment-platforms: 68
- https://codility.com/compare/best-technical-assessment-platforms: 49
- https://codility.com/how-to-choose-technical-assessment-platform: 44
- https://leadchangegroup.com/pre-employment-testing-software/small-business: 35
- https://testgorilla.com/pricing: 35
- https://capterra.com/pre-employment-testing-software: 33
- https://softwareadvice.com/hr/pre-employment-assessment-tools-comparison/small-business: 29
- https://codesignal.com/blog/best-skills-assessment-software-2026: 28

## In its own words

What TestGorilla's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: AI-Powered Talent Sourcing & Skills Assessments (https://testgorilla.com/)
- For: talent professionals (https://testgorilla.com/)
- Free plan or trial: Try for free (https://testgorilla.com/)
- Certifications: SOC 2

## What it publishes

Every page testgorilla.com exposes, read 2026-09-29: 16 addresses. By kind, pages and the last 90 days:


## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.