| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| AI accounting assistants | Accounting and close | 0% | 27 of 79 | 29% | 7 | under 10 labels · led by Sage Intacct at 25% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| 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.
“If your company uses Sage Intacct, Sage Copilot would be a close second.” Mistral Small · AI accounting assistants · paraphrase prompt · alternative
“ideal for businesses already using Microsoft or Sage ecosystems” MiniMax M2.5 · AI accounting assistants · comparative prompt · alternative
“Sage Copilot are bundled at no extra cost” DeepSeek V4 Flash · AI accounting assistants · paraphrase 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.
“temporarily suspended in January 2025 after a serious privacy breach ... A caution flag for any accounting AI with cross-tenant data risks.” DeepSeek V4 Flash · AI accounting assistants · negative prompt · soft negative
“Paused in 2025 after leaking other customers' data” Grok 4.1 Fast · AI accounting assistants · negative 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 9 of the 9 answers that named Sage Copilot and are not a share of its labels.
Thirty-two of the thirty-two domain citations in answers naming Sage Copilot 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 Sage Copilot'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 Sage Copilot, 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 sagecopilot.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.