| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Contractor payments | Spend and procurement | 2% | 13 of 83 | 0% | 6 | under 10 labels · led by Deel at 27% |
| Accounting software | Accounting and close | 0% | 25 of 56 | 0% | 1 | under 10 labels · led by Sage Intacct at 40% |
| Invoicing software | Receivables and billing | 0% | 58 of 86 | 0% | 1 | under 10 labels · led by Wave at 19% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“I'd recommend starting with Patriot Software or Square Payroll since they have the lowest ongoing costs” Claude Haiku 4.5 · Contractor payments · budget prompt · first choice
“3. Patriot Software (Best Value with Promotions / Self-File)” Qwen 3.7 Flash · Contractor payments · budget prompt · alternative
“Simple, unlimited payroll runs, free 1099 prep/tracking” Grok 4.1 Fast · Contractor payments · budget prompt · alternative
“PCMag named it the *"Most Affordable"* option” DeepSeek V4 Flash · Accounting software · 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.
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 12 of the 13 answers that named Patriot Software and are not a share of its labels.
Forty-two of the forty-two domain citations in answers naming Patriot Software 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 Patriot Software'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 Patriot Software, 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 patriotsoftware.com 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.