One of fourteen models named AssetAccountant first on the direct prompt; zero named Xero. AssetAccountant was named by eleven of the fourteen models and Xero by thirteen and AssetAccountant carries 21 labels and Xero 17, so the shares are not directly comparable.
Named in two categories this edition.
Named in twenty-five categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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. Four of five in this category shown.
“Simple and affordable, less depth for complex portfolios” DeepSeek V4 Flash · scale prompt · soft negative
“consider using specialized fixed asset depreciation and lease accounting software like AssetAccountant, which integrates with QuickBooks Online” Llama 4 Maverick · negative prompt · first choice
“The best fixed asset accounting software for a mid-market B2B company is AssetAccountant” Llama 4 Maverick · direct prompt · first choice
“Start with AssetAccountant's free tier or Fixed Asset Pro (one-time purchase)” GLM 4.7 FlashX · budget prompt · first choice
No label in this category carried a quote.
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.