# iMocha: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 34 judge labels across 7 categories by 13 of 14 models. Page: https://www.gane.ai/index/hr/vendors/imocha

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Skills intelligence](https://www.gane.ai/index/hr/performance/skills-intelligence/index.md) | 0% | 17 | 0% | 16 |
| [Technical hiring assessments](https://www.gane.ai/index/hr/talent/technical-hiring-assessments/index.md) | 0% | 20 | 0% | 7 |
| [Candidate assessment](https://www.gane.ai/index/hr/talent/candidate-assessment/index.md) | 0% | 35 | 0% | 3 |
| [Talent intelligence](https://www.gane.ai/index/hr/performance/talent-intelligence/index.md) | 0% | 35 | 0% | 3 |
| [Internal talent marketplace](https://www.gane.ai/index/hr/performance/internal-talent-marketplace/index.md) | 0% | 42 | 0% | 2 |
| [Succession planning](https://www.gane.ai/index/hr/performance/succession-planning/index.md) | 0% | 70 | 0% | 2 |
| [Video interviewing](https://www.gane.ai/index/hr/talent/video-interviewing/index.md) | 0% | 41 | 0% | 1 |

## What the models said for it

- "Choose TestGorilla or iMocha when technical testing must sit alongside broader aptitude, behavioral, or business-role assessments." (Perplexity Sonar, Technical hiring assessm)
- "TalentGuard or iMocha will provide enough functionality to start building skills-based talent processes" (Claude Haiku 4.5, Skills intelligence)
- "Choose TestGorilla / iMocha / Adaface for multi-skill, non-engineering role coverage" (Muse Glimmer 30B, Technical hiring assessm)
- "Choose iMocha if: Your roles require skills testing combined with video interviews" (GLM 4.7 FlashX, Video interviewing)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named iMocha, from 87 of the 89 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 28
- codility.com: 23
- firsthr.app: 23
- marketintelligencetools.com: 19
- guideflow.com: 16
- gane.ai/index: 14
- blog.imocha.io: 13 (its own site)
- disprz.ai: 13
- hrtechsaas.com: 13
- imocha.io: 12 (its own site)

### Pages cited

- https://firsthr.app/compare/training/skills-management-software: 20
- https://marketintelligencetools.com/rankings/skills-intelligence-platforms: 19
- https://codility.com/how-to-choose-technical-assessment-platform: 15
- https://codility.com/compare/best-technical-assessment-platforms: 14
- https://coderbyte.com/blog/reviewing-all-43-of-the-technical-assessment-platforms: 11
- https://disprz.ai/blog/skills-gap-analysis-software: 10
- https://hrtechsaas.com/blog/skills-intelligence-software: 10
- https://codesignal.com/blog/best-skills-assessment-software-2026: 9

## In its own words

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

- Positioning: Skills and Work Intelligence Platform (https://imocha.io/)
- For: enterprises (https://imocha.io/)
- Integrations claimed: 3 (https://www.imocha.io/platform/ai-logicbox)
- Certifications: SOC 2 Type II, ISO 27001, GDPR
- Customers named: L’Oréal, PMI, Capgemini, Ericsson, Microsoft, Flipkart, WFP, EY

## What it publishes

Every page imocha.io exposes, read 2026-09-29: 3099 addresses. By kind, pages and the last 90 days:

- blog: 810 pages, 12 in the last 90 days, latest 2026-09-24
- case study: 94 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 10 pages, 0 in the last 90 days, latest 2023-12-22
- report or ebook: 69 pages, 0 in the last 90 days, latest undated
- comparison: 124 pages, 5 in the last 90 days, latest 2026-09-17
- template or tool: 2 pages, 1 in the last 90 days, latest 2026-07-24
- glossary or explainer: 55 pages, 0 in the last 90 days, latest 2023-08-17
- podcast or video: 4 pages, 0 in the last 90 days, latest undated
- news or press: 51 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-24 blog: Cost of skills gap for cfo https://www.imocha.io/blog/cost-of-skills-gap-for-cfo
- Recent: 2026-09-23 blog: Impact of ld budget cuts on workforce capability https://www.imocha.io/blog/impact-of-ld-budget-cuts-on-workforce-capability
- Recent: 2026-09-17 comparison: Skills taxonomy vs skills ontology https://www.imocha.io/blog/skills-taxonomy-vs-skills-ontology
- Recent: 2026-09-16 comparison: Skill gap analysis vs skills intelligence platforms https://www.imocha.io/blog/skill-gap-analysis-vs-skills-intelligence-platforms
- Recent: 2026-09-11 comparison: Phenom alternatives competitors https://www.imocha.io/blog/phenom-alternatives-competitors
- Recent: 2026-09-11 comparison: Gloat alternatives competitors https://www.imocha.io/blog/gloat-alternatives-competitors

## 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.