One of twelve models named Fixed Asset Pro first on the direct prompt; one named AssetAccountant. Fixed Asset Pro was named by ten of the twelve models and AssetAccountant by seven and Fixed Asset Pro carries 15 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, Fixed Asset Pro and AssetAccountant were named in the same answer eight times, of the 36 answers naming Fixed Asset Pro and the 43 naming AssetAccountant. In those answers AssetAccountant took the first choice three times and Fixed Asset Pro two.
| Model | DirectFA | ParaphraseFA | ComparativeFA | Budget-constrainedFA | Scale-constrainedFA | NegativeFA |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | FA | |||||
| GPT-5.4 mini | FA | FA | FA | |||
| Gemini 3.5 Flash | FA | |||||
| Perplexity Sonar | FA | FA | ||||
| Grok 4.1 Fast | FA | FA | ||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | FA | |||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | FA | |||||
| Kimi K2 | FA | |||||
| GLM 4.7 FlashX | FA | FA | ||||
| 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. Five of six in this category shown.
“complaints include depreciation mismatches with tax software, disposed assets not dropping from totals” Grok 4.1 Fast · negative prompt · soft negative
“Disposals may not automatically reduce totals; tax depreciation calculations can mismatch tax software” GLM 4.7 FlashX · negative prompt · soft negative
“If you are doing everything manually in spreadsheets currently, start with Fixed Asset Pro.” Qwen 3.7 Flash · budget prompt · first choice
“Fixed Asset Pro is one of the most highly recommended options for budget-conscious companies.” Claude Haiku 4.5 · budget prompt · first choice
“I'd pick Fixed Asset Pro for most mid-market B2B companies” GPT-5.4 mini · direct 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.