# WorkMarket: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/finance/vendors/workmarket

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contractor payments](https://www.gane.ai/index/finance/spend/contractor-payments/index.md) | 0% | 95 | 50% | 4 |

## What the models said for it

- "All‑in‑one independent contractor management; furnishes and files 1099‑NEC electronically" (GLM 4.7 FlashX, Contractor payments)

## And against it

- "Why be cautious: fee burden falls on the contractor, funds can be held for weeks, and support / payout transparency is a recurring complaint." (Muse Glimmer 30B, Contractor payments)
- "steer clear of WorkMarket by ADP" (GLM 4.7 FlashX, Contractor payments)

## 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 | 0 | 0 |
| 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 | 1 | 1 | 1 | 3 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 1 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named WorkMarket, from 24 of the 25 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 11
- wingspan.app: 11
- contractor-of-record.com: 10
- adp.com: 9
- worksuite.com: 9
- tipalti.com: 8
- guideflow.com: 7
- toolradar.com: 7
- trustpilot.com: 6
- bbb.org: 5

### Pages cited

- https://adp.com/what-we-offer/products/workmarket.aspx: 9
- https://wingspan.app/articles/best-contractor-payroll-services: 9
- https://worksuite.com/resources/insights/best-contractor-payment-software: 8
- https://contractor-of-record.com/software/contractor-management: 7
- https://g2.com/categories/contractor-payments: 7
- https://toolradar.com/guides/best-contractor-payment-platforms: 7
- https://trustpilot.com/review/workmarket.com: 6
- https://guideflow.com/blog/contractor-management-software: 5

## In its own words

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

- Positioning: Independent Contractor Management System (https://workmarket.com/)
- For: Businesses managing independent contractors, 1099 workers, freelancers (https://workmarket.com/)
- Price stated: Get Pricing (https://workmarket.com/)
- Starting price: null (https://www.workmarket.com/features/pay)
- Free plan or trial: Access Interactive Demo (https://workmarket.com/)
- Customers named: Signify Health, cielo 24, Source Support, IREI, ASD, Quantum Installations Group

## What it publishes

Every page workmarket.com exposes, read 2026-09-29: 120 addresses. By kind, pages and the last 90 days:

- blog: 62 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 2 pages, 0 in the last 90 days, latest undated
- news or press: 2 pages, 0 in the last 90 days, latest undated

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.