# Contractor payments: what AI models recommend, November 2026

Gane Index, November 2026 Edition. Asked as "contractor payments and 1099 platform" and as "freelancer payout software", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/finance/spend/contractor-payments

**Standing:** Tipalti leads with 28% of first choices; verdict contested. 50 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Tipalti](https://www.gane.ai/index/finance/vendors/tipalti/index.md) | 28% | 3% | 34 |
| 2 | [Deel](https://www.gane.ai/index/finance/vendors/deel/index.md) | 20% | 17% | 60 |
| 3 | [Square Payroll](https://www.gane.ai/index/finance/vendors/square-payroll/index.md) | 18% | 15% | 20 |
| 4 | [Rippling](https://www.gane.ai/index/finance/vendors/rippling/index.md) | 14% | 13% | 38 |
| 5 | [QuickBooks Contractor Payments](https://www.gane.ai/index/finance/vendors/quickbooks-contractor-payments/index.md) | 6% | 5% | 19 |
| 6 | [Gusto](https://www.gane.ai/index/finance/vendors/gusto/index.md) | 2% | 14% | 49 |
| 7 | [Remote](https://www.gane.ai/index/finance/vendors/remote/index.md) | 2% | 6% | 34 |
| 8 | [Worksuite](https://www.gane.ai/index/finance/vendors/worksuite/index.md) | 2% | 0% | 10 |
| 13 | [Wise Business](https://www.gane.ai/index/finance/vendors/wise-business/index.md) | 0% | 20% | 30 |
| 14 | [Papaya Global](https://www.gane.ai/index/finance/vendors/papaya-global/index.md) | 0% | 0% | 11 |
| 15 | [BILL](https://www.gane.ai/index/finance/vendors/bill/index.md) | 0% | 8% | 12 |
| 16 | [Payoneer Workforce Management](https://www.gane.ai/index/finance/vendors/payoneer-workforce-management/index.md) | 0% | 24% | 25 |

Rank is by share of first choices among all 102 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: Worksuite; alternatives BILL, Tipalti, Wingspan
- GPT-5.4 mini: Rippling; alternatives Deel, Tipalti
- Gemini 3.5 Flash: Tipalti; alternatives Deel, Rippling, Worksuite
- Perplexity Sonar: Tipalti; alternatives BILL, Deel, Worksuite
- Grok 4.20: Rippling; alternatives Deel, Gusto, Tipalti
- Mistral Small: Rippling; alternatives Deel, Payoneer Workforce Management, QuickBooks Contractor Payments, Tipalti
- DeepSeek V4 Flash: Tipalti; alternatives BILL, Deel, Rippling
- Llama 4 Maverick: Deel
- Qwen 3.7 Flash: Tipalti; alternatives Deel, Gusto, QuickBooks Contractor Payments
- Kimi K2: Rippling; alternatives BILL, Deel, Gusto, Tipalti
- GLM 4.7 FlashX: Rippling; alternatives Deel, Gusto, Papaya Global, Remote
- MiniMax M2.5: Rippling; alternatives Deel, Gusto, Remote, Square Payroll
- GPT-6 Luna: Tipalti; alternatives Deel, Remote, Rippling
- Muse Glimmer 30B: Tipalti; alternatives Deel, Gusto, Remote, Rippling

## Sources the answers cite

76 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- g2.com: 27 answers, 36 citations
- contractor-of-record.com: 22 answers, 29 citations
- sourceforge.net: 22 answers, 25 citations
- fabric.so: 21 answers, 25 citations
- toolradar.com: 21 answers, 21 citations
- photonpay.com: 19 answers, 19 citations
- ruul.io: 18 answers, 20 citations
- worksuite.com: 18 answers, 20 citations

Pages named in the most answers:

- https://g2.com/categories/contractor-payments (21 answers)
- https://toolradar.com/guides/best-contractor-payment-platforms (21 answers)
- https://fabric.so/comparison/best-contractor-payment-tool (19 answers)
- https://photonpay.com/hk/blog/article/contractor-payments (19 answers)
- https://contractor-of-record.com/software/contractor-payouts (17 answers)
- https://firsthr.app/compare/payroll/contractor-payroll (14 answers)
- https://sourceforge.net/software/contractor-payment/for-mid-size-business (14 answers)
- https://wingspan.app/articles/best-contractor-payroll-services (14 answers)
- https://worksuite.com/resources/insights/best-contractor-payment-software (14 answers)
- https://gane.ai/index/finance/spend/contractor-payments (13 answers)

## Warned against

- PayPal MassPay: 12 of 15 labels negative. "platforms to avoid or be cautious about. Some of the platforms mentioned include PayPal MassPay, Venmo, Deel, and Zelle. These platforms have been flagged as having high fees" (Llama 4 Maverick, negative prompt)
- Deel: 10 of 60 labels negative. "flagged as having high fees, lacking compliance features, or being unsuitable for contractor payments" (Llama 4 Maverick, negative prompt)
- Cash App: 6 of 6 labels negative. "Payment Methods to Avoid (or Use with Extreme Caution) ... Consumer Peer-to-Peer Apps (Zelle, Cash App, Personal Venmo)" (Gemini 3.5 Flash, negative prompt)
- Venmo: 6 of 6 labels negative. "Venmo prohibits commercial activity on personal profiles; using one for contracting can lead to reversed funds or a frozen balance." (Perplexity Sonar, negative prompt)

## Movement since October 2026

Floor: 10 points of share, measured on the calibration repeat.
Same leader: Tipalti at 28%.

- Square Payroll: 8% to 18%, +10. Inside the floor by 0 points · rank 5 → 3 of 102.
- Tipalti: 22% to 28%, +6. Inside the floor by 4 points · rank 1 of 102, unchanged.
- Rippling: 8% to 14%, +6. Inside the floor by 4 points · rank 3 → 4 of 102.
- Gusto: 8% to 2%, −6. Inside the floor by 4 points · rank 4 → 6 of 102.
- Wingspan: 6% to 0%, −6. Inside the floor by 4 points · rank 6 → 17 of 102.
- Papaya Global: 2% to 0%, −2. Inside the floor by 8 points · rank 12 → 14 of 102.
- BILL: 2% to 0%, −2. Inside the floor by 8 points · rank 11 → 15 of 102.
- Deel: 20% to 20%, ±0. Inside the floor by 10 points · rank 2 of 102, unchanged.
- QuickBooks Contractor Payments: 6% to 6%, ±0. Inside the floor by 10 points · rank 7 → 5 of 102.
- Remote: 2% to 2%, ±0. Inside the floor by 10 points · rank 9 → 7 of 102.
- Worksuite: 2% to 2%, ±0. Inside the floor by 10 points · rank 10 → 8 of 102.
- Wise Business: 0% to 0%, ±0. Inside the floor by 10 points · rank 19 → 13 of 102.

## 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.