4 categories · RankedTrullion
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Lease accounting | Accounting and close | 4% | 8 of 60 | 8% | 24 | accepted challenger |
| Revenue recognition | Accounting and close | 2% | 13 of 77 | 11% | 9 | under 10 labels · led by Maxio at 15% |
| AI accounting assistants | Accounting and close | 0% | 18 of 79 | 0% | 9 | under 10 labels · led by Sage Intacct at 25% |
| Account reconciliation | Accounting and close | 0% | 58 of 72 | 0% | 1 | under 10 labels · led by FloQast at 33% |
Movement
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 3 | 0 | 0 | 4 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 5 | 0 | 1 | 7 |
| Perplexity Sonar | 0 | 2 | 1 | 0 | 3 |
| Grok 4.1 Fast | 0 | 3 | 1 | 1 | 5 |
| Mistral Small | 2 | 2 | 0 | 1 | 5 |
| DeepSeek V4 Flash | 0 | 3 | 1 | 0 | 4 |
| Llama 4 Maverick | 0 | 0 | 4 | 0 | 4 |
| Qwen 3.7 Flash | 1 | 0 | 1 | 0 | 2 |
| Kimi K2 | 1 | 1 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 1 | 2 | 1 | 0 | 4 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Trullion is a top choice for small to large accounting firms, partially due to its AI-driven insights into lease portfolios and financial impacts.” Claude Haiku 4.5 · Lease accounting · comparative prompt · first choice
“request a demo for both LeaseQuery (for its pure accounting simplicity) and Trullion (for its AI automation and audit efficiency)” Gemini 3.5 Flash · Lease accounting · paraphrase prompt · first choice
“For large enterprises needing strict compliance and audit trails, Trullion or Zuora Revenue are top choices.” Mistral Small · Revenue recognition · comparative prompt · first choice
“For general lease accounting compliance and automation: LeaseQuery or Trullion.” Mistral Small · Lease accounting · comparative prompt · first choice
And against it
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.
“Reports of bugs, slow performance, and gaps in reporting customization.” Grok 4.1 Fast · Lease accounting · negative prompt · hard negative
“Trullion is highly regarded but may be better suited for slightly larger budgets” Mistral Small · Revenue recognition · budget prompt · soft negative
“often require hefty annual contracts and implementation fees” Gemini 3.5 Flash · Lease accounting · budget prompt · soft negative
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 96 of the 116 answers that named Trullion and are not a share of its labels.
Domains cited
316 of the 358 domain citations in answers naming Trullion came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
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