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Fixed asset accounting · November 2026 Edition
Sage Fixed Assets vs Fixed Asset Pro
Ten of fourteen models named Sage Fixed Assets first on the direct prompt; zero named Fixed Asset Pro. Sage Fixed Assets was named by fourteen of the fourteen models and Fixed Asset Pro by eleven and Sage Fixed Assets carries 53 labels and Fixed Asset Pro 29, so the shares are not directly comparable.
Named in one category this edition.
Fixed Asset Pro
accepted challengerNamed in one category this edition.
First-choice share38%21%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate13%24%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#2A position in a field of 12; printed, not drawn.
Labels5329A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Sage Fixed Assets reading right to left. Rank and label count are printed, not drawn.Sage Intacct was named alongside these two in nine of the fourteen direct answers. Sage Fixed Assets vs Sage Intacct · Sage Fixed Assets vs AssetAccountant · Sage Fixed Assets vs Xero
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.
By framing
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Sage Fixed AssetsFirst choices, of fourteen modelsFixed Asset ProDirect1001 against Fixed Asset Pro
Paraphrase103
Comparative601 against Fixed Asset Pro
Budget-constrained084 against Sage Fixed Assets
Scale-constrained00
Negative203 against Sage Fixed Assets · 5 against Fixed Asset Pro
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the November 2026 Edition, Sage Fixed Assets and Fixed Asset Pro were named in the same answer thirty-three times, of the 129 answers naming Sage Fixed Assets and the 70 naming Fixed Asset Pro. In those answers Fixed Asset Pro took the first choice three times and Sage Fixed Assets eleven.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Sage Fixed Assets and Fixed Asset Pro stood in it.
| Model | DirectFA | ParaphraseFA | ComparativeFA | Budget-constrainedFA | Scale-constrainedFA | NegativeFA |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | FA | ||||
| Gemini 3.5 Flash | | | | FA | ||
| Perplexity Sonar | | FA | | | | |
| Grok 4.20 | FA | FA | FA | FA | | FA |
| Mistral Small | | FA | FA | |||
| DeepSeek V4 Flash | | FA | | FA | | FA |
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | FA | ||||
| Kimi K2 | FA | FA | | FA | FA | |
| GLM 4.7 FlashX | FA | | FA | FA | | |
| MiniMax M2.5 | | FA | | FA | FA | |
| GPT-6 Luna | | | | | ||
| Muse Glimmer 30B | | FA | FA | FA |
Sage Fixed AssetsFA Fixed Asset Pro first choice named as an alternative argued againstblank: not namedEach cell is one answer, Sage Fixed Assets on the left and Fixed Asset Pro on the right.The direct prompt
The plain question, one answer per model, grouped by where Sage Fixed Assets and Fixed Asset Pro stood in it.
Sage Fixed Assets first, Fixed Asset Pro an alternative
10 of 14 modelsFixed Asset Pro was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Sage Fixed Assets alternatives: MRI Fixed Asset Accounting, Oracle NetSuite, Sage Intacct
Gemini 3.5 FlashSage Fixed Assets alternatives: Acumatica Fixed Assets, AssetAccountant, Bloomberg Tax Fixed Assets, NetSuite Fixed Assets Management, Sage Intacct
Grok 4.20Sage Fixed Assets alternatives: AssetAccountant, Oracle NetSuite
Mistral SmallSage Fixed Assets alternatives: AssetAccountant, Oracle NetSuite, Sage Intacct
DeepSeek V4 FlashSage Fixed Assets alternatives: AssetAccountant, Oracle NetSuite Fixed Asset Management
Kimi K2Sage Fixed Assets alternatives: AssetAccountant, Fixed Asset Pro, Oracle NetSuite
GLM 4.7 FlashXSage Fixed Assets alternatives: AssetAccountant, Fixed Asset Pro, Oracle NetSuite Fixed Asset Management, QuickBooks
MiniMax M2.5Sage Fixed Assets alternatives: Asset Panda, AssetAccountant, Oracle NetSuite, Sage Intacct
GPT-6 LunaSage Fixed Assets alternatives: NetSuite Fixed Assets Management, Sage Intacct
Muse Glimmer 30BSage Fixed Assets alternatives: AssetTiger, NetSuite Fixed Assets Management, Sage Intacct
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarSage Intacct alternatives: Asset Panda, Dynamics 365 Business Central, Netgain NetAsset, Oracle NetSuite, Sage Fixed Assets
Qwen 3.7 FlashOracle NetSuite, Sage Intacct alternatives: AssetAccountant, Sage Fixed Assets
Neither was named
2 of 14 modelsThe answer made no first choice from these two in this category.GPT-5.4 miniSage Intacct alternatives: FMIS Fixed Assets, Oracle NetSuite
Llama 4 MaverickAssetAccountant alternatives: Oracle Fusion Cloud ERP, SAP Asset Accounting
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.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Fixed Asset Pro leads by sixteen points.
Fixed Asset Pro20%#3 of 12
Sage Fixed Assets4%#5 of 12Mid-marketThe figures above
The order flips: Sage Fixed Assets leads at mid-market.
Sage Fixed Assets38%#1 of 12Fixed Asset Pro21%#2 of 12
The full mid-market standing →Enterprise
Sage Fixed Assets leads by thirty-six points.
Sage Fixed Assets36%#1 of 11Fixed Asset Pro0%#– of 11
The full enterprise standing →What the models said about Sage Fixed Assets
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“This tool received a high negative share in evaluations, with users reporting it is often inadequate for complex needs.” Mistral Small · negative prompt · hard negative
“Avoid enterprise products such as Netgain, Sage Fixed Assets, or Asset Panda” Perplexity Sonar · budget prompt · hard negative
“Unlike subscription-heavy enterprise software (like Sage or Bloomberg Tax), Fixed Asset Pro offers flat pricing without high recurring annual fees.” Gemini 3.5 Flash · budget prompt · soft negative
“Start with Sage Fixed Assets if you need a proven, dedicated solution for compliance and depreciation—it's the most frequently recommended "default"” Grok 4.20 · direct prompt · first choice
“Compliance-driven mid-market firms that want turnkey IRS and GAAP support... purpose-built for the entire asset lifecycle” Claude Haiku 4.5 · direct prompt · first choice
“Sage Fixed Assets is the strongest overall pick when rigorous depreciation and tax-rule compliance can't be compromised.” Claude Haiku 4.5 · paraphrase prompt · first choice
What the models said about Fixed Asset Pro
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“This tool is explicitly flagged as something to avoid if your needs are complex” Mistral Small · negative prompt · hard negative
“Avoid for mid-market: ... overly basic tools like Fixed Asset Pro.” Grok 4.20 · direct prompt · hard negative
“affordable and strong for basic depreciation and asset tracking. Users should be aware of its calculation reliability, interface age, limited custom reporting, and need for manual processes” Muse Glimmer 30B · negative prompt · soft negative
“This is widely considered the best option for small-to-medium businesses and CPAs who want a dedicated system without paying monthly subscription fees.” Qwen 3.7 Flash · budget prompt · first choice
“Tightest cash flow + need dedicated depreciation: Fixed Asset Pro or Canopy $32/mo are the most commonly cited "affordable" dedicated solutions.” Muse Glimmer 30B · budget prompt · first choice
“Start with AssetAccountant's free tier or Fixed Asset Pro (one-time purchase) to avoid ongoing subscription costs.” GLM 4.7 FlashX · budget prompt · first choice
Also compared
Sage Fixed Assets vs Sage IntacctSage Fixed Assets vs AssetAccountantSage Fixed Assets vs XeroSage Fixed Assets vs Oracle NetSuiteSage Fixed Assets vs QuickBooksFixed Asset Pro vs Sage IntacctFixed Asset Pro vs AssetAccountantFixed Asset Pro vs XeroFixed Asset Pro vs Oracle NetSuiteFixed Asset Pro vs QuickBooksAll twenty-one head-to-head pages and the full fixed asset accounting standing
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.