# Guru.com: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/hr/vendors/guru-com

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contingent workforce management](https://www.gane.ai/index/hr/planning/contingent-workforce-management/index.md) | 0% | 99 | 100% | 1 |

## And against it

- "Explicitly not recommended in multiple freelancer guides... Avoid unless you're in a niche" (Grok 4.20, Contingent workforce man)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Guru.com, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- josephliu.co: 3
- g2.com: 2
- trustpilot.com: 2
- accelerators.target.com: 1
- advancepartners.com: 1
- arxiv.org: 1
- bullhorn.com: 1
- cumberlandbusiness.com: 1
- deloitte.com: 1
- en.wikipedia.org: 1

### Pages cited

- https://josephliu.co/freelancer-best-websites: 3
- https://accelerators.target.com/learning-center/learning-growing-and-mistakes-to-avoid-five-pitfalls-to-avoid-as-you-scale-your-small-business: 1
- https://advancepartners.com/blog/9-common-pitfalls-your-staffing-startup-should-avoid: 1
- https://arxiv.org/pdf/2302.13436: 1
- https://bullhorn.com/uk/toolkit/15-pitfalls-new-recruitment-agencies-avoid: 1
- https://cumberlandbusiness.com/blog/how-small-businesses-stay-competitive-in-digital-age: 1
- https://deloitte.com/content/dam/assets-zone2/uk/en/docs/services/tax/2023/deloitte-uk-contingent-workforce-deloitte-client-insights-june-2021.pdf: 1
- https://en.wikipedia.org/wiki/Ethics_in_business_communication: 1

## 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.