# Goodfit: how AI models rank it, October 2026

HR AI Recommendation Index, October 2026 Edition. Named in 5 judge labels across 2 categories by 5 of 14 models. Page: https://hr-ai-index.com/vendors/goodfit/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Technical hiring assessments | 3% | 9 | 0% | 4 |
| Candidate assessment | 0% | 66 | 0% | 1 |

## What the models said for it

- "Goodfit is often highlighted as the best coding assessment platform for mid-market B2B companies" (Mistral Small, Technical hiring assessm)
- "The best coding assessment platform for a mid-market B2B company is Goodfit" (Llama 4 Maverick, Technical hiring assessm)
- "A modern, startup-friendly platform. They offer a generous free trial (20 assessments)" (Qwen 3.7 Flash, Technical hiring assessm)
- "3. Goodfit \u2014 Best for Volume Screening" (GLM 4.7 FlashX, 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 3%, +4. Inside the floor by 9 points · rank 19 → 9 of 71.
- Candidate assessment: 0% to 0%, ±0. Inside the floor by 13 points · rank 68 → 66 of 118.

## In its own words

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

- Positioning: Voice AI for HR teams: Hire, Train and Retain (https://goodfit.so/)
- For: HR teams (https://goodfit.so/)
- Price stated: 20 free assessments, no card needed. Then $3 per assessment. No seats or annual contract (https://goodfit.so/)
- Starting price: 3 (https://goodfit.so/)
- Free plan or trial: 20 free assessments, no card needed (https://goodfit.so/)
- Certifications: SOC 2 Type II, SOC 2 Type II compliant, DPDP Act 2023
- Hosting: Mumbai, India
- Customers named: Logile, Springworks, Bajaj Capital, Somany Ceramics, Zoko, Pocketpills, Xcelore

## What it publishes

Every page goodfit.so exposes, read 2026-09-29: 452 addresses. By kind, pages and the last 90 days:

- blog: 2 pages, 0 in the last 90 days, latest undated
- case study: 7 pages, 0 in the last 90 days, latest undated
- report or ebook: 27 pages, 0 in the last 90 days, latest undated
- comparison: 11 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated

## 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.