# CoderPad: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 38 judge labels across 3 categories by 14 of 14 models. Page: https://www.gane.ai/index/hr/vendors/coderpad

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Technical hiring assessments](https://www.gane.ai/index/hr/talent/technical-hiring-assessments/index.md) | 6% | 5 | 12% | 32 |
| [Candidate assessment](https://www.gane.ai/index/hr/talent/candidate-assessment/index.md) | 0% | 42 | 20% | 5 |
| [Video interviewing](https://www.gane.ai/index/hr/talent/video-interviewing/index.md) | 0% | 27 | 0% | 1 |

## What the models said for it

- "CoderPad is my top recommendation for a mid-sized B2B company." (Grok 4.20, Technical hiring assessm)
- "I'd recommend CoderPad as the top pick" (DeepSeek V4 Flash, Technical hiring assessm)
- "Top Overall Recommendation: CoderPad" (Gemini 3.5 Flash, Technical hiring assessm)
- "If your engineering culture heavily values live pair-programming and interactive interviews: Choose CoderPad" (Gemini 3.5 Flash, Technical hiring assessm)

## And against it

- "these are often viewed unfavorably compared to competitors like HackerRank or HackerEarth" (Qwen 3.7 Flash, Candidate assessment)
- "CoderPad assessments with proctoring enabled: CoderPad advertises webcam monitoring, AI analysis of video, and recording candidate activity." (GPT-6 Luna, Technical hiring assessm)
- "Codility and CoderPad are popular tools for live technical interviews and coding assessments, but may require a larger budget" (Llama 4 Maverick, Technical hiring assessm)
- "with CoderPad and Codility being some of the worst." ... "CoderPad cut me off early claiming my deadline expired"" (Muse Glimmer 30B, Technical hiring assessm)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named CoderPad, from 95 of the 111 answers that named it (only the models that return a source list).

### Domains cited

- codility.com: 49
- coderbyte.com: 39
- coderpad.io: 39 (its own site)
- hackerrank.com: 39
- g2.com: 28
- selectsoftwarereviews.com: 25
- codesignal.com: 24
- testtrick.com: 16
- selecthub.com: 15
- testlify.com: 15

### Pages cited

- https://coderbyte.com/blog/reviewing-all-43-of-the-technical-assessment-platforms: 32
- https://codility.com/how-to-choose-technical-assessment-platform: 28
- https://codility.com/compare/best-technical-assessment-platforms: 24
- https://codility.com/: 19
- https://selectsoftwarereviews.com/buyer-guide/online-coding-interview-tools: 19
- https://coderpad.io/: 16
- https://codility.com/compare: 16
- https://hackerrank.com/writing/best-coding-assessment-tools: 14

## In its own words

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

- Positioning: Coding Interview & Technical Assessment Platform (https://coderpad.io/)
- For: hiring teams (https://coderpad.io/)
- Price stated: Monthly Annual Save 20% (https://coderpad.io/pricing)
- Starting price: 80 (https://coderpad.io/pricing)
- Free plan or trial: Sign up free (https://coderpad.io/)
- Certifications: SOC 2 Type II, GDPR, CCPA
- Customers named: Harmattan AI, McAfee, Alipes Capital, monday.com, MNTN, Gameloft, SII, Personio

## What it publishes

Every page coderpad.io exposes, read 2026-09-29: 912 addresses. By kind, pages and the last 90 days:

- blog: 395 pages, 8 in the last 90 days, latest 2026-09-10
- case study: 22 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest 2023-03-30
- conference or event: 74 pages, 5 in the last 90 days, latest 2026-10-07
- report or ebook: 5 pages, 0 in the last 90 days, latest 2025-11-03
- comparison: 7 pages, 0 in the last 90 days, latest 2023-04-17
- template or tool: 4 pages, 0 in the last 90 days, latest 2024-12-04
- glossary or explainer: 13 pages, 0 in the last 90 days, latest 2023-08-28
- news or press: 32 pages, 1 in the last 90 days, latest 2026-07-07
- Recent: 2026-10-07 conference or event: Everyone says theyre ai fluent can they prove it https://coderpad.io/events/everyone-says-theyre-ai-fluent-can-they-prove-it
- Recent: 2026-09-10 blog: How to hire for ai fluency now that its a critical skill https://coderpad.io/blog/hiring-developers/how-to-hire-for-ai-fluency-now-that-its-a-critical-skill
- Recent: 2026-09-03 blog: Hiring ai engineers offer https://coderpad.io/hiring-ai-engineers-offer
- Recent: 2026-08-26 conference or event: How to hire for ai fluency now that its a critical skill https://coderpad.io/events/how-to-hire-for-ai-fluency-now-that-its-a-critical-skill
- Recent: 2026-08-21 blog: 5 unfiltered takes on ai that engineering leaders actually believe https://coderpad.io/blog/hiring-developers/5-unfiltered-takes-on-ai-that-engineering-leaders-actually-believe
- Recent: 2026-08-21 blog: Hot takes on hiring ai fluency is a myth https://coderpad.io/blog/hiring-developers/hot-takes-on-hiring-ai-fluency-is-a-myth

## 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.