Three of twelve models named Sage Fixed Assets first on the direct prompt; one named AssetAccountant. Sage Fixed Assets was named by twelve of the twelve models and AssetAccountant by seven and Sage Fixed Assets carries 48 labels and AssetAccountant 10, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the fixed asset accounting page.
Across every category in the September 2026 Edition, Sage Fixed Assets and AssetAccountant were named in the same answer twenty-one times, of the 115 answers naming Sage Fixed Assets and the 43 naming AssetAccountant. In those answers AssetAccountant took the first choice seven times and Sage Fixed Assets six.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“What to Avoid on a Limited Budget Sage Fixed Assets is excellent but generally too expensive for tight budgets” DeepSeek V4 Flash · budget prompt · hard negative
“generally better for SMB teams with more formal depreciation and reconciliation workflows than for the tightest budgets” Perplexity Sonar · budget prompt · soft negative
“A recurring complaint (e.g., about Sage Fixed Assets) is uninformed implementation analysts and messy migrations” DeepSeek V4 Flash · negative prompt · soft negative
“It is one of the most battle-tested financial subledgers on the market. It features an incredibly robust depreciation engine handling over 300 methods” Gemini 3.5 Flash · comparative prompt · first choice
“For most mid-sized B2B companies that don't already run NetSuite, Sage Fixed Assets is the safest, most dependable choice” DeepSeek V4 Flash · paraphrase prompt · first choice
“I'd suggest starting with Asset Infinity or Sage Fixed Assets if you're looking for a standalone solution” Kimi K2 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“AssetAccountant is the strongest choice for flexibility, lease-accounting alignment, and ease of use.” Gemini 3.5 Flash · direct prompt · first choice
“The Best Overall Value: AssetAccountant ... this is the top choice for small businesses.” GLM 4.7 FlashX · budget prompt · first choice
“Need depreciation calculations | AssetAccountant” Kimi K2 · budget prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.