| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Contractor payments | Spend and procurement | 5% | 9 of 83 | 17% | 6 | under 10 labels · led by Deel at 27% |
| Model | First choice | Alternative | Mention | Negative | 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 4.1 Fast | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 1 | 1 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“🥇 Best overall value: QuickBooks Contractor Payments — $15/month” DeepSeek V4 Flash · Contractor payments · budget prompt · first choice
“QuickBooks for 5-20 contractors (best per-contractor rate)” Kimi K2 · Contractor payments · budget prompt · first choice
“Great if you already use QuickBooks for accounting. Includes unlimited 1099 e-filing” Grok 4.1 Fast · Contractor payments · budget prompt · alternative
“If you need accounting integration and already use QuickBooks” MiniMax M2.5 · Contractor payments · budget prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“They lack the sophisticated bulk processing and deep ERP integration found in Tipalti or Routable.” Qwen 3.7 Flash · Contractor payments · direct prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 15 of the 16 answers that named QuickBooks Contractor Payments and are not a share of its labels.
Seventy-eight of the seventy-eight domain citations in answers naming QuickBooks Contractor Payments came from somebody else's page.
Pages are listed as the models cited them.
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when QuickBooks Contractor Payments's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as QuickBooks Contractor Payments, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at quickbooks.ninja is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.