# Glider.ai: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/hr/vendors/glider-ai

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Technical hiring assessments](https://www.gane.ai/index/hr/talent/technical-hiring-assessments/index.md) | 0% | 68 | 40% | 5 |

## And against it

- "Why to Avoid: It is frequently cited by experienced engineers ... as one of the most invasive and frustrating assessment tools available." (Qwen 3.7 Flash, Technical hiring assessm)
- "Glider.ai, which has been criticized for its invasive monitoring features and restrictive policies during assessments" (Llama 4 Maverick, Technical hiring assessm)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Glider.ai, from 14 of the 14 answers that named it (only the models that return a source list).

### Domains cited

- coderbyte.com: 13
- codility.com: 10
- g2.com: 6
- selecthub.com: 6
- glider.ai: 5 (its own site)
- hackerrank.com: 4
- unstop.com: 4
- utkrusht.ai: 4
- capterra.com: 3
- reddit.com: 3

### Pages cited

- https://coderbyte.com/blog/reviewing-all-43-of-the-technical-assessment-platforms: 13
- https://codility.com/how-to-choose-technical-assessment-platform: 9
- https://codility.com/compare/best-technical-assessment-platforms: 6
- https://selecthub.com/c/technical-assessment-tools: 6
- https://codility.com/compare: 4
- https://glider.ai/best-platform-technical-skills-assessments: 4
- https://reddit.com/r/datascience/comments/1ets28n/worst_online_assessment_tool_ive_encountered_in: 3
- https://selectsoftwarereviews.com/buyer-guide/online-coding-interview-tools: 3

## In its own words

What Glider.ai's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Glider AI Skills Validation & ID Verification Platform for Skills Assessments, Interviews, Learning, and ID Verification with Conversational AI. (https://glider.ai/)
- For: Enterprises, staffing firms, systems integrators, and high-growth companies (https://glider.ai/)
- Free plan or trial: FREE ACCOUNT (https://glider.ai/product/)
- Customers named: Findem, EPAM, Highmark Health, Mindlance, Highmark BlueCross BlueShield, Expedia, Blue Cross Blue Shield

## What it publishes

Every page glider.ai exposes, read 2026-09-29: 1486 addresses. By kind, pages and the last 90 days:

- blog: 1154 pages, 15 in the last 90 days, latest 2026-09-15
- case study: 11 pages, 0 in the last 90 days, latest 2026-04-27
- webinar or virtual event: 11 pages, 0 in the last 90 days, latest 2023-11-15
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 15 pages, 10 in the last 90 days, latest 2026-09-15
- glossary or explainer: 6 pages, 3 in the last 90 days, latest 2026-09-11
- podcast or video: 10 pages, 0 in the last 90 days, latest 2026-04-24
- Recent: 2026-09-15 blog: No code ai recruiting agent https://glider.ai/no-code-ai-recruiting-agent
- Recent: 2026-09-15 blog: Ai agent framework recruiting https://glider.ai/ai-agent-framework-recruiting
- Recent: 2026-09-15 blog: Ai recruiting agent errors https://glider.ai/ai-recruiting-agent-errors
- Recent: 2026-09-15 comparison: Findem studio vs seekout juicebox gem https://glider.ai/findem-studio-vs-seekout-juicebox-gem
- Recent: 2026-09-15 blog: Findem studio access model https://glider.ai/findem-studio-access-model
- Recent: 2026-09-15 blog: Ai agents for staffing firms https://glider.ai/ai-agents-for-staffing-firms

## 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.