# Coderbyte: how AI models rank it, September 2026

HR AI Recommendation Index, September 2026 Edition. Named in 14 judge labels across 2 categories by 11 of 12 models. Page: https://hr-ai-index.com/vendors/coderbyte/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Technical hiring assessments | 13% | 3 | 8% | 13 |
| Candidate assessment | 0% | 38 | 0% | 1 |

## What the models said for it

- "the best fit is usually Coderbyte or TestDome, with Coderbyte having the strongest support in the results as a cost-effective option" (Perplexity Sonar, Technical hiring assessm)
- "Coderbyte stands out as one of the best coding assessment platforms due to its affordable entry-level pricing" (Grok 4.1 Fast, Technical hiring assessm)
- "CoderByte offers all-inclusive pricing and is affordable if you're hiring on a budget" (Claude Haiku 4.5, Technical hiring assessm)
- "Coderbyte if you need more regular assessments (flexible pricing with free trial)" (MiniMax M2.5, Technical hiring assessm)

## And against it

- "Coderbyte has a mixed reputation. While it is widely used, it suffers from specific reliability and validity issues" (Qwen 3.7 Flash, Technical hiring assessm)

## Record

- Method: https://hr-ai-index.com/methodology/
- Raw judge labels and full responses: https://hr-ai-index.com/data/
- License: CC BY 4.0. Cite as HR AI Recommendation Index, September 2026 Edition, hr-ai-index.com.