Fixed asset accounting · October 2026 Edition
Sage Fixed Assets vs Asset Panda
Six of fourteen models named Sage Fixed Assets first on the direct prompt; zero named Asset Panda. Sage Fixed Assets was named by fourteen of the fourteen models and Asset Panda by thirteen and Sage Fixed Assets carries 52 labels and Asset Panda 28, so the shares are not directly comparable.
Named in one category this edition.
Named in one category this edition.
First-choice share34%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate17%18%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#6A position in a field of 14; printed, not drawn.
Labels5228A 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 eight of the fourteen direct answers. Sage Fixed Assets vs AssetTiger · Sage Fixed Assets vs Sage Intacct · Sage Fixed Assets vs Fixed Asset Pro
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 modelsAsset Panda
Direct60
Paraphrase82
Comparative100
Budget-constrained001 against Sage Fixed Assets · 1 against Asset Panda
Scale-constrained20
Negative017 against Sage Fixed Assets · 4 against Asset Panda
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 October 2026 Edition, Sage Fixed Assets and Asset Panda were named in the same answer sixty-two times, of the 130 answers naming Sage Fixed Assets and the 86 naming Asset Panda. In those answers Asset Panda took the first choice eight times and Sage Fixed Assets twenty.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Sage Fixed Assets and Asset Panda stood in it.
| 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 | | | ||||
| GPT-6 Luna | | | | | ||
| Muse Glimmer 30B | | | | | |
Sage Fixed Assets Asset Panda first choice named as an alternative argued againstblank: not namedEach cell is one answer, Sage Fixed Assets on the left and Asset Panda on the right.The direct prompt
The plain question, one answer per model, grouped by where Sage Fixed Assets and Asset Panda stood in it.
Sage Fixed Assets first, Asset Panda not the choice
6 of 14 modelsAsset Panda was named in the answer but not as the choice, or not at all.Claude Haiku 4.5Sage Fixed Assets alternatives: EZOfficeInventory, NetSuite Fixed Assets Management, Sage Intacct
GPT-5.4 miniSage Fixed Assets alternatives: MRI Fixed Asset Accounting, ProSeries Fixed Assets Manager, Thomson Reuters Fixed Assets CS
Gemini 3.5 FlashSage Fixed Assets alternatives: AssetAccountant, Bloomberg Tax Fixed Assets, NetAsset
Qwen 3.7 FlashMRI Fixed Asset Accounting, Sage Fixed Assets alternatives: Bassets Fixed Asset System
GPT-6 LunaSage Fixed Assets alternatives: AssetAccountant, Microsoft Dynamics 365 Finance, Netgain's NetAsset, Oracle NetSuite, Sage Intacct
Muse Glimmer 30BSage Fixed Assets alternatives: NetSuite Fixed Assets Management
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarMicrosoft Dynamics 365 Finance Fixed Assets, NetSuite Fixed Assets Management alternatives: AssetAccountant, Sage Fixed Assets
Grok 4.1 FastSage Intacct alternatives: NetSuite Fixed Assets Management, Sage Fixed Assets
DeepSeek V4 FlashSage Intacct alternatives: Asset Panda, MRI Fixed Asset Accounting, NetSuite Fixed Assets Management, Sage Fixed Assets
Llama 4 MaverickAssetAccountant alternatives: Microsoft Dynamics 365 Finance Fixed Assets, NetSuite Fixed Assets Management, Sage Fixed Assets
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.Mistral SmallSage Intacct alternatives: MRI Fixed Asset Accounting, ProSeries Fixed Asset Manager
Kimi K2Oracle NetSuite alternatives: Fixed Asset Pro, Sage Intacct
GLM 4.7 FlashXSage Intacct alternatives: AssetTiger, Bassets eDepreciation, Bricks Fixed Assets, MRI Fixed Asset Accounting, NetSuite Fixed Assets Management
MiniMax M2.5Sage Intacct alternatives: Bloomberg Tax Fixed Assets, Oracle NetSuite, Thomson Reuters Fixed Assets CS
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
Level: the same share of first choices.
Sage Fixed Assets2%#7 of 11Asset Panda2%#6 of 11Mid-marketThe figures above
Sage Fixed Assets leads by thirty points.
Sage Fixed Assets34%#1 of 14Asset Panda4%#6 of 14Enterprise
Sage Fixed Assets leads by fifteen points.
Sage Fixed Assets20%#1 of 10Asset Panda6%#7 of 10What 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.
“Often inadequate for complex needs—lacking full lifecycle coverage, physical verification, or robust depreciation.” Grok 4.1 Fast · negative prompt · soft negative
“Also flagged for per-user pricing, which can drive up costs... the pricing model is a common point of caution.” Mistral Small · negative prompt · soft negative
“Per-user pricing inflates costs; some users report challenges with multi-state assets or scalability” Grok 4.1 Fast · negative prompt · soft negative
“Sage Fixed Assets | Accounting teams needing controlled depreciation, audit trails, and period-end integration | Mature depreciation engine” GLM 4.7 FlashX · comparative prompt · first choice
“I'd recommend Sage Fixed Assets, especially if your team needs solid depreciation handling, audit-friendly reporting, and room to grow.” GPT-5.4 mini · paraphrase prompt · first choice
“Sage positions its fixed asset suite this way, emphasizing 50+ depreciation methods, tax compliance updates, and lifecycle management.” GPT-5.4 mini · comparative prompt · first choice
What the models said about Asset Panda
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Criticized for its flat per-seat or per-user monthly SaaS pricing model, which can become expensive and is highlighted as something to avoid” Mistral Small · negative prompt · hard negative
“Finance AI Index notes to avoid flat per-user/month tools like Asset Panda, as they're inefficient for large teams.” Grok 4.1 Fast · negative prompt · hard negative
“the comparison flags complexity and higher cost for smaller organizations” GPT-6 Luna · negative prompt · soft negative
“Safer Alternatives to Consider Instead ... Asset Panda – Strong mobile app and barcode scanning; flexible.” DeepSeek V4 Flash · negative prompt · first choice
“I recommend Asset Panda as a top asset depreciation tracking tool” Mistral Small · paraphrase prompt · first choice
“Start with Asset Panda if you want: Affordable, scalable pricing” Kimi K2 · paraphrase prompt · first choice
Also compared
Sage Fixed Assets vs AssetTigerSage Fixed Assets vs Sage IntacctSage Fixed Assets vs Fixed Asset ProSage Fixed Assets vs AssetAccountantSage Fixed Assets vs XeroSage Fixed Assets vs QuickBooksAssetTiger vs Asset PandaSage Intacct vs Asset PandaFixed Asset Pro vs Asset PandaAssetAccountant vs Asset PandaAsset Panda vs XeroAsset Panda vs QuickBooksAll twenty-eight 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.