# Byteboard: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 3 judge labels across 1 categories by 1 of 14 models. Page: https://hr-ai-index.com/vendors/byteboard/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Technical hiring assessments | 0% | 29 | 33% | 3 |

## What the models said for it

- "CoderPad / Byteboard: Rather than testing if a candidate has memorized binary tree traversal, these platforms use real-world scenarios" (Gemini 3.5 Flash, Technical hiring assessm)
- "look at Woven or Byteboard" (Gemini 3.5 Flash, Technical hiring assessm)

## And against it

- "Byteboard was acquired by Karat in early 2025... no longer sold as a cost-effective, standalone mid-market tool" (Gemini 3.5 Flash, Technical hiring assessm)

## Movement since September 2026

Floor: 13 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Technical hiring assessments: 0% to 0%, ±0. Inside the floor by 13 points · rank 17 → 29 of 71.

## 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, October 2026 Edition, hr-ai-index.com.