# Contractor payments for enterprise buyers: what AI models recommend, October 2026

Finance AI Recommendation 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 an enterprise B2B company. Page: https://finance-ai-index.com/spend/contractor-payments/enterprise/

**Standing:** Tipalti leads with 25% of first choices; verdict contested. 56 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| # | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | Tipalti | 25% | 6% | 49 |
| 2 | Deel | 18% | 18% | 60 |
| 3 | Worksuite | 14% | 0% | 31 |
| 4 | WorkMarket | 12% | 12% | 16 |
| 5 | Wingspan | 7% | 6% | 16 |
| 6 | Rippling | 4% | 13% | 30 |
| 7 | Remote | 4% | 18% | 33 |
| 8 | BILL | 2% | 7% | 14 |
| 9 | Papaya Global | 0% | 11% | 19 |
| 10 | Gusto | 0% | 48% | 21 |
| 11 | Payoneer Workforce Management | 0% | 57% | 14 |
| 12 | Wise Business | 0% | 85% | 13 |

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

- Claude Haiku 4.5: Worksuite; alternatives Papaya Global, Remote, Rippling, Tipalti
- GPT-5.4 mini: Tipalti; alternatives Deel, Intuit Enterprise Suite, QuickBooks Contractor Payments
- Gemini 3.5 Flash: Wingspan; alternatives Rippling, Tipalti, Worksuite
- Perplexity Sonar: Deel; alternatives Papaya Global, Remote, Tipalti, Worksuite
- Grok 4.1 Fast: Deel, Rippling; alternatives Remote, Tipalti
- Mistral Small: Tipalti; alternatives Deel, Gusto
- DeepSeek V4 Flash: Tipalti; alternatives BILL, Deel, Remote, Rippling
- Llama 4 Maverick: Worksuite; alternatives Deel, Gusto, Rippling, Tipalti
- Qwen 3.7 Flash: Tipalti; alternatives Oyster, Stripe Connect, Zenworks Tax1099
- Kimi K2: Worksuite; alternatives Deel, Remote, Tipalti, WorkMarket
- GLM 4.7 FlashX: Deel, Remote; alternatives Asanaify, BILL, Tax1099, Track1099
- MiniMax M2.5: Deel, WorkMarket; alternatives Gusto, Rippling
- GPT-6 Luna: Wingspan; alternatives BILL, Deel, Tipalti
- Muse Glimmer 30B: Tipalti, WorkMarket; alternatives Deel, Worksuite

## Sources the answers cite

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

- guideflow.com: 47 answers, 59 citations
- remote.com: 46 answers, 55 citations
- deel.com: 45 answers, 78 citations
- worksuite.com: 45 answers, 67 citations
- wingspan.app: 41 answers, 63 citations
- learn.g2.com: 41 answers, 47 citations
- g2.com: 27 answers, 40 citations
- tipalti.com: 22 answers, 33 citations

Pages named in the most answers:

- https://remote.com/blog/payroll/best-contractor-payment-tools (44 answers)
- https://learn.g2.com/best-contractor-payment-software (38 answers)
- https://wingspan.app/articles/best-contractor-payroll-services (37 answers)
- https://worksuite.com/resources/insights/best-contractor-payment-software (35 answers)
- https://guideflow.com/blog/contractor-payment-software (25 answers)
- https://guideflow.com/blog/contractor-management-software (24 answers)
- https://deel.com/blog/best-global-payment-tools-for-contractors (19 answers)
- https://deel.com/blog/best-contractor-management-software-for-global-payments (18 answers)
- https://finance-ai-index.com/spend/contractor-payments/enterprise (16 answers)
- https://us.fitgap.com/search/contractor-payment-software/enterprise (13 answers)

## Warned against

- PayPal MassPay: 13 of 13 labels negative. "PayPal's Mass Pay feature supports batch contractor disbursements, but the cost is problematic... It lacks compliance features and has relatively high fees." (Claude Haiku 4.5, negative prompt)
- Gusto: 10 of 21 labels negative. "Standard SMB tools (like Gusto or PayPal) will fail to scale due to lack of compliance safeguards, API depth, and support for complex global tax structures." (Qwen 3.7 Flash, paraphrase prompt)
- Wise Business: 11 of 13 labels negative. "advised to be cautious / avoid using the following in isolation for a large-scale contractor program ... Wise" (Muse Glimmer 30B, negative prompt)
- Deel: 11 of 60 labels negative. "Platforms like Deel offer contractor payment services, but to get actual misclassification protection ... you must upgrade to premium, high-cost tiers" (Gemini 3.5 Flash, negative prompt)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat.
Same leader: Tipalti at 27%.

- Routable: 18% to 4%, −14. Cleared the floor by 4 points · rank 2 → 8 of 70.
- Papaya Global: 12% to 0%, −12. Cleared the floor by 2 points · rank 3 → 14 of 70.
- Deel: 10% to 21%, +11. Cleared the floor by 1 point · rank 4 → 2 of 70.
- Worksuite: 8% to 15%, +6. Inside the floor by 4 points · rank 5 → 3 of 70.
- Remote: 0% to 4%, +4. Inside the floor by 6 points · rank 14 → 6 of 70.
- Tipalti: 24% to 27%, +3. Inside the floor by 7 points · rank 1 of 70, unchanged.
- BILL: 0% to 2%, +2. Inside the floor by 8 points · rank 68 → 10 of 70.
- WorkMarket: 8% to 8%, ±0. Inside the floor by 10 points · rank 6 → 4 of 70.
- Rippling: 4% to 4%, ±0. Inside the floor by 10 points · rank 7 → 5 of 70.
- Wingspan: 4% to 4%, ±0. Inside the floor by 10 points · rank 8 → 7 of 70.
- Gusto: 0% to 0%, ±0. Inside the floor by 10 points · rank 75 → 60 of 70.
- Payoneer Workforce Management: 0% to 0%, ±0. Inside the floor by 10 points · rank 34 → 63 of 70.

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.