# Contractor payments: what AI models recommend, October 2026

Gane Index, October 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/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/finance/spend/contractor-payments/index.md

**Standing:** Tipalti leads with 22% 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) | 22% | 0% | 29 |
| 2 | [Deel](https://www.gane.ai/index/finance/vendors/deel/index.md) | 20% | 15% | 52 |
| 3 | [Rippling](https://www.gane.ai/index/finance/vendors/rippling/index.md) | 8% | 3% | 33 |
| 4 | [Gusto](https://www.gane.ai/index/finance/vendors/gusto/index.md) | 8% | 12% | 42 |
| 5 | [Square Payroll](https://www.gane.ai/index/finance/vendors/square-payroll/index.md) | 8% | 9% | 11 |
| 6 | [Wingspan](https://www.gane.ai/index/finance/vendors/wingspan/index.md) | 6% | 0% | 15 |
| 7 | [QuickBooks Contractor Payments](https://www.gane.ai/index/finance/vendors/quickbooks-contractor-payments/index.md) | 6% | 6% | 17 |
| 9 | [Remote](https://www.gane.ai/index/finance/vendors/remote/index.md) | 2% | 4% | 26 |
| 10 | [Worksuite](https://www.gane.ai/index/finance/vendors/worksuite/index.md) | 2% | 0% | 11 |
| 11 | [BILL](https://www.gane.ai/index/finance/vendors/bill/index.md) | 2% | 17% | 18 |
| 18 | [Payoneer Workforce Management](https://www.gane.ai/index/finance/vendors/payoneer-workforce-management/index.md) | 0% | 24% | 21 |
| 19 | [Wise Business](https://www.gane.ai/index/finance/vendors/wise-business/index.md) | 0% | 26% | 23 |

Rank is by share of first choices among all 96 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: Tipalti; alternatives Gusto, Remote, Wingspan, Worksuite
- GPT-5.4 mini: Tipalti; alternatives BILL, Deel, Rippling
- Gemini 3.5 Flash: Worksuite; alternatives Deel, Rippling, Tipalti, Wingspan
- Perplexity Sonar: Deel; alternatives BILL, Tipalti
- Grok 4.20: Rippling; alternatives Deel, Gusto
- Mistral Small: Deel, Tipalti; alternatives BILL
- DeepSeek V4 Flash: Tipalti; alternatives BILL, Rippling
- Llama 4 Maverick: Gusto; alternatives Deel, Tipalti
- Qwen 3.7 Flash: Rippling, Tipalti; alternatives BILL, Deel, Gusto
- Kimi K2: Tipalti; alternatives BILL, Gusto, Rippling, Routable
- GLM 4.7 FlashX: Deel; alternatives 1099Online, Gusto, Remote, Rippling
- MiniMax M2.5: Deel, Papaya Global; alternatives BILL, Remote, Rippling
- GPT-6 Luna: BILL; alternatives Gusto, Tipalti
- Muse Glimmer 30B: Tipalti; alternatives Deel, Gusto, Trolley, Wingspan

## Sources the answers cite

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

- remote.com: 36 answers, 40 citations
- wingspan.app: 31 answers, 39 citations
- worksuite.com: 31 answers, 37 citations
- learn.g2.com: 31 answers, 35 citations
- deel.com: 29 answers, 55 citations
- wise.com: 25 answers, 30 citations
- g2.com: 22 answers, 35 citations
- guideflow.com: 22 answers, 23 citations

Pages named in the most answers:

- https://remote.com/blog/payroll/best-contractor-payment-tools (31 answers)
- https://learn.g2.com/best-contractor-payment-software (30 answers)
- https://wingspan.app/articles/best-contractor-payroll-services (30 answers)
- https://worksuite.com/resources/insights/best-contractor-payment-software (29 answers)
- https://compensationtools.net/best-contractor-payment-software (20 answers)
- https://wise.com/us/blog/batchtransfer-contractor-payroll-software (16 answers)
- https://g2.com/categories/contractor-payments (15 answers)
- https://joinhomebase.com/blog/payroll-software-contractors (12 answers)
- https://slash.com/blog/best-contractor-payment-software (12 answers)
- https://4dev.com/blog/best-contractor-payment-software (11 answers)

## Warned against

- PayPal MassPay: 14 of 15 labels negative. "It lacks compliance features and has relatively high fees ... leave huge gaps when it comes to paying contractors compliantly and efficiently." (Claude Haiku 4.5, negative prompt)
- Venmo: 8 of 8 labels negative. "Platforms designed primarily for consumer payments (e.g., Venmo, Zelle, PayPal for personal use) are not suitable for contractor payments." (Mistral Small, negative prompt)
- Deel: 8 of 52 labels negative. "Opaque or very high fees (Deel Payroll, certain freelancing-site payout tools)" (GLM 4.7 FlashX, negative prompt)
- Zelle: 6 of 7 labels negative. "Platforms to avoid/use with caution: Venmo, Cash App, Zelle, and personal PayPal accounts." (Gemini 3.5 Flash, negative prompt)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat.
Same leader: Deel at 23%.

- Tipalti: 7% to 20%, +13. Cleared the floor by 3 points · rank 3 → 2 of 83.
- Square Payroll: 14% to 7%, −7. Inside the floor by 3 points · rank 2 → 6 of 83.
- Trolley: 7% to 0%, −7. Inside the floor by 3 points · rank 5 → 21 of 83.
- Wingspan: 0% to 5%, +5. Inside the floor by 5 points · rank 19 → 7 of 83.
- Routable: 5% to 0%, −5. Inside the floor by 5 points · rank 8 → 46 of 83.
- Deel: 27% to 23%, −4. Inside the floor by 6 points · rank 1 of 83, unchanged.
- Gusto: 5% to 9%, +4. Inside the floor by 6 points · rank 7 → 4 of 83.
- Remote: 5% to 2%, −3. Inside the floor by 7 points · rank 6 → 9 of 83.
- Rippling: 7% to 9%, +2. Inside the floor by 8 points · rank 4 → 3 of 83.
- QuickBooks Contractor Payments: 5% to 7%, +2. Inside the floor by 8 points · rank 9 → 5 of 83.
- BILL: 2% to 0%, −2. Inside the floor by 8 points · rank 12 → 18 of 83.
- Worksuite: 2% to 2%, ±0. Inside the floor by 10 points · rank 11 → 10 of 83.

## Record

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