Fixed asset accounting for small business buyers
Asked as “fixed asset accounting software”, and as “asset depreciation tracking tool”, on behalf of a small B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
31%
Contested · Xero 16%
31AssetAccountant16Xero14AssetTiger39others
31% of first choices, contested.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the four products at 0%, ordered by negative rate
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to head
All twenty-one head-to-head pages: the top seven products, each against each
Sage Fixed Assets vs AssetAccountantSage Fixed Assets vs Asset PandaSage Fixed Assets vs EZOfficeInventorySage Intacct vs Fixed Asset ProSage Intacct vs AssetTigerSage Intacct vs AssetAccountantSage Intacct vs Asset PandaSage Intacct vs EZOfficeInventoryFixed Asset Pro vs AssetTigerFixed Asset Pro vs AssetAccountantFixed Asset Pro vs Asset PandaFixed Asset Pro vs EZOfficeInventoryAssetTiger vs AssetAccountantAssetTiger vs Asset PandaAssetTiger vs EZOfficeInventoryAssetAccountant vs Asset PandaAssetAccountant vs EZOfficeInventoryAsset Panda vs EZOfficeInventory
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
01
02
03F04
05
06
07
08E09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01AssetAccountant31%
AssetAccountant31%02Xero16%
Xero16%03AssetTiger14%
AssetTiger14%04Fixed Asset Pro12%
05QuickBooks12%
QuickBooks12%06Asset Panda2%
Asset Panda2%07Sage Fixed Assets2%
Sage Fixed Assets2%08UpKeep0%
UpKeep0%09EZOfficeInventory0%
10NetSuite Fixed Assets Management0%
NetSuite Fixed Assets Management0%11Oracle NetSuite0%
Oracle NetSuite0%What they warned about
One of twelve models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX and MiniMax M2.5 changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Sage Fixed Assets32%
11 of 34 labels negative · 7 of 12 models · 3 hard negative
“Sage Fixed Assets – Designed primarily for mid-sized to large organizations with complex multi-entity needs” Kimi K2, negative prompt
QuickBooks30%
10 of 33 labels negative · 7 of 12 models
“Systems like Xero or QuickBooks can work for simpler needs, but they may become limiting as asset volume, depreciation complexity, or audit requirements grow.” Perplexity Sonar, negative prompt
Excel
86%
6 of 7 labels negative · 6 of 12 models · 3 hard negative
“Small businesses should avoid spreadsheets for anything beyond the most basic asset tracking” Mistral Small, negative prompt
Google Sheets100%
6 of 6 labels negative · 6 of 12 models · 3 hard negative
“Spreadsheets are prone to formula errors, lack a built-in audit trail, are difficult to reconcile, and offer poor compliance support.” Mistral Small, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the twelve in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
78 of 84 answers in this category came back with a source list, from 14 of 12 models: citations where the model returns them, or the search results it consulted. 993 links across 140 sites, every framing counted. Ranked by the number of answers carrying the site or page.
36 answers · 49 citations · 13 models
36 answers · 43 citations · 10 models
33 answers · 39 citations · 12 models
30 answers · 45 citations · 11 models
vendor site · Xero30 answers · 41 citations · 11 models
30 answers · 36 citations · 11 models
30 answers · 31 citations · 11 models
28 answers · 39 citations · 11 models
26 answers · 43 citations · 10 models
25 answers · 40 citations · 10 models
vendor site · Sage24 answers · 39 citations · 12 models
vendor site · Worldmetrics24 answers · 38 citations · 10 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
33 answers · 12 models
32 answers · 10 models
30 answers · 11 models
27 answers · 10 models
27 answers · 10 models
23 answers · 7 models
21 answers · 9 models
19 answers · 8 models
19 answers · 8 models
14 answers · 9 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best fixed asset accounting software”, “fixed asset accounting software”, “fixed asset tools”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Asset.Guru asset.accountant AssetAccountant 31%, Wasp AssetCloud 2%, Asset.Guru 0%, Asset Infinity 0% | 33% | 59 | 170 | 3 | 1,629 | 2 | ||
| Xero xero.com Xero 16%, Xero's fixed assets register 2% | 18% | 737 | 90,500 | 4,610 | 1,200,289 | $500 | 119 | |
| AssetTiger assettiger.com | 14% | 45 | 2,400 | 50 | 7,006 | 10 | ||
| Fixed Asset Pro | 12% | 110 | 2 | |||||
| QuickBooks quickbooks.ninja | 12% | 300 | 1,000,000 | 54,681 | 253 | |||
| Sage parent site Sage Fixed Assets 2%, Sage 50 2% | 4% | 126 | 246,000 | 90,599 | ||||
| Asset Panda assetpanda.com | 2% | 85 | 5,400 | 55 | 35,566 | 16 | 6 | |
| Hardcat hardcat.com | 2% | 7 | ||||||
| Bassets bassets.net Bassets eDepreciation 2% | 2% | 8 | 10 | 0 | 268 company | 1 | 6 | |
| Asset Keeper Pro | 2% |
Google's top ten for the three searches hold 19 sites; 3 of them are among the sites the models cited here (asset.accountant, capterra.com, sage.com). The first result for “best fixed asset accounting software” is tax.thomsonreuters.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best fixed asset accounting software for a small B2B company?”Paraphrase“Which asset depreciation tracking tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top fixed asset tools for a small team and how do they differ?”Budget-constrained“What is the best fixed asset accounting software for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a fixed asset accounting software. What should we look at?”Negative“Which fixed asset tools should a small business avoid or be cautious about?”
Claude Haiku 4.5QuickBooksAssetAccountant, Sage 50ChangedAsset Pandaagainst: AssetCuesXeroagainst: FA Asset Managementno first choiceagainst: Asset Panda, Sage Fixed Assets, Spreadsheets
Four alternatives
Asset Panda, AssetAccountant, UpKeep, XeroTwo alternatives
Fixed Asset Pro, XeroFour alternatives
AssetTiger, Cheqroom, UpKeep, XeroTwo alternatives
AssetAccountant, Fixed Asset ProGPT-5.4 miniSage Fixed AssetsFixed Asset ProChangedFixed Asset ProFixed Asset Proagainst: FMIS Fixed Assets, UpKeepno first choiceagainst: Excel, Google Sheets
One alternative
Asset PandaThree alternatives
Bloomberg Tax Fixed Assets, FMIS Fixed Assets, Thomson Reuters Fixed Assets CSFour alternatives
FMIS Fixed Assets, NetSuite Fixed Assets Management, UpKeep, Wasp AssetOne alternative
Simple Fixed AssetsGemini 3.5 FlashAssetAccountantagainst: QuickBooksAssetAccountantHeldagainst: QuickBooksQuickBooks, XeroAssetAccountant, Xeroagainst: QuickBooksAssetAccountantagainst: Bloomberg Tax Fixed Assets, Excel, Google Sheets, Oracle, SAP Asset Accounting, Sage Fixed Assets, Snipe-IT, Spiceworks
Four alternatives
Asset.Guru, Sortly, Xero, nettTrackerFour alternatives
Asset Panda, Snipe-IT, Sortly, XeroFour alternatives
Asset Panda, AssetAccountant, Sortly, UpKeepFour alternatives
AssetTiger, Fixed Asset Pro, Microsoft Excel Fixed Asset Templates, Zoho BooksThree alternatives
Asset Panda, Asset.Guru, Xero's Built-In Fixed AssetsPerplexity SonarAssetAccountantXero's fixed assets registerChangedSage Fixed Assetsagainst: Limble CMMS, UpKeepFixed Asset Prono first choiceagainst: QuickBooks, Xero
Four alternatives
QuickBooks, Sage Fixed Assets, Thomson Reuters Fixed Assets CS, XeroOne alternative
Sage Fixed AssetsFour alternatives
Asset Panda, AssetTiger, Hardcat, XeroFive alternatives
AssetAccountant, AssetTiger, EZOfficeInventory, QuickBooks, XeroGrok 4.1 FastQuickBooksagainst: Oracle NetSuite, Sage Fixed AssetsXeroChangedagainst: Asset Panda, Sage Fixed AssetsAssetTigerAssetTigerAsset Pandaagainst: Oracle NetSuiteagainst: Excel/Google Sheets, Fixed Asset Pro, NetSuite Fixed Assets Management, Sage Fixed Assets, Sage Intacct
Three alternatives
Fixed Asset Pro, QuickBooks Desktop Premier/Enterprise, XeroTwo alternatives
AssetAccountant, QuickBooksFour alternatives
Asset Panda, EZOfficeInventory, QuickBooks, XeroFour alternatives
AssetAccountant, QuickBooks, Snipe-IT, XeroEight alternatives
AssetAccountant, AssetTiger, Bloomberg Tax Fixed Assets, Sage Fixed Assets, Sage Intacct, Sortly, Thomson Reuters Fixed Assets CS, UpKeepMistral SmallQuickBooksAsset Keeper Pro, AssetTigerChangedAsset PandaQuickBooksno first choiceagainst: Excel, Google Sheets, Sage Fixed Assets
Two alternatives
AssetAccountant, HardcatOne alternative
Wasp AssetCloudSix alternatives
EZOfficeInventory, Hardcat, Sage Fixed Assets, Sortly, Thomson Reuters Fixed Assets CS, UpKeepThree alternatives
AssetAccountant, AssetTiger, NetSuite Fixed Assets ManagementDeepSeek V4 FlashAssetAccountantagainst: Oracle NetSuite, SoftraxXeroChangedagainst: QuickBooksAssetTigeragainst: Asset Panda, Wasp AssetCloudAssetTigeragainst: EZOfficeInventoryAssetAccountantagainst: IBM Maximo, Oracle, Oracle NetSuite, SAP Asset Accounting
Three alternatives
Asset Panda, QuickBooks, XeroThree alternatives
Asset Panda, Sage Fixed Assets, Zoho BooksTwo alternatives
GoCodes, Snipe-ITThree alternatives
Snipe-IT, WorthIt Fixed Assets, XeroFive alternatives
Asset Panda, DepreciationWorks, Oracle NetSuite, Sage Fixed Assets, Thomson Reuters Fixed Assets CSLlama 4 Maverickno first choiceXeroChangedno first choiceAssetAccountantno first choicenothing named
Three alternatives
Asset Infinity, Asset Panda, SortlyTwo alternatives
AssetTiger, Zoho Books Fixed AssetsFour alternatives
Asset Panda, GoCodes, Sage 50, XeroSix alternatives
Asset Panda, AssetAccountant, Fixed Asset Pro, ManageEngine AssetExplorer, Sage Fixed Assets, XeroQwen 3.7 FlashHardcatWasp AssetCloudChangedagainst: Sage Fixed AssetsAssetTigerBassets eDepreciationno first choiceagainst: Oracle, SAP Asset Accountingagainst: Excel, Google Sheets, Oracle, Oracle NetSuite, SAP Asset Accounting
Three alternatives
Asset.Guru, QuickBooks Advanced Fixed Asset Manager, XeroThree alternatives
Acumatica Fixed Assets, QuickBooks, XeroThree alternatives
Assetbase, Samsara, UpKeepFour alternatives
Bricks Assets, EZOfficeInventory, QuickBooks Online + AssetAccountant, XeroKimi K2AssetAccountantagainst: Sage Fixed AssetsXeroChangedAssetTigerFixed Asset Proagainst: QuickBooksAssetAccountantagainst: Oracle, SAP Asset Accountingagainst: Oracle NetSuite, Sage Fixed Assets, Spreadsheets
Two alternatives
QuickBooks Online Advanced Fixed Asset Manager, XeroTwo alternatives
AssetTiger, GoCodesFour alternatives
Asset Panda, EZOfficeInventory, Snipe-IT, UpKeepTwo alternatives
AssetTiger, XeroFour alternatives
Asset Panda, EZOfficeInventory, Fixed Asset Pro, Sage Fixed AssetsGLM 4.7 FlashXAssetAccountant, QuickBooksFixed Asset ProChangedno first choiceAssetTigeragainst: EZOfficeInventoryno first choiceagainst: Excel, Google Sheets, Oracle, Oracle NetSuite, QuickBooks, SAP Asset Accounting, Sage Intacct, Xero
Two alternatives
NetSuite Fixed Assets Management, XeroThree alternatives
Asset Infinity, Sage Fixed Assets, XeroEight alternatives
Asset Panda, AssetAccountant, AssetCues, AssetTiger, EZOfficeInventory, QuickBooks Fixed Assets, Sage Fixed Assets, XeroFour alternatives
AssetAccountant, Fixed Asset Pro, QuickBooks, XeroMiniMax M2.5AssetTiger, Fixed Asset ProAssetTigerChangedagainst: NetSuite Fixed Assets ManagementAssetTigerAssetAccountantno first choiceagainst: AssetAccountant, AssetTiger, EZOfficeInventory, Fixed Asset Pro, NetSuite Fixed Assets Management, Sage Intacct
Three alternatives
ProSeries Fixed Asset Manager, Sage Fixed Assets, XeroThree alternatives
Asset Panda, Sage Fixed Assets, Zoho BooksThree alternatives
NetSuite Fixed Assets Management, Sage Fixed Assets, UpKeepTwo alternatives
AssetTiger, QuickBooksBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Seventy-two rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:35 | yes | 9 | 6 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:55 | yes | 2 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:06 | yes | 12 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 10:18 | yes | 17 | 3 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:45 | yes | 20 | 10 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:23 | yes | 8 | 5 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:18 | yes | 23 | 23 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:04 | yes | 5 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:33 | yes | 9 | 36 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:02 | yes | 15 | 18 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:10 | yes | 16 | 27 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:22 | yes | 17 | 32 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:55 | yes | 9 | 17 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:04 | yes | 2 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:31 | yes | 13 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 10:30 | yes | 18 | 2 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:11 | yes | 21 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:07 | yes | 5 | 4 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:38 | yes | 19 | 25 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:37 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:29 | yes | 10 | 36 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 07:46 | yes | 19 | 17 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:58 | yes | 10 | 13 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 07:44 | yes | 11 | 51 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:43 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:09 | yes | 2 | 5 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:53 | yes | 17 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 11:04 | yes | 18 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:39 | yes | 19 | 11 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:16 | yes | 8 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:40 | yes | 24 | 30 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:43 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:51 | yes | 15 | 38 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:21 | yes | 10 | 18 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:18 | yes | 18 | 100 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:20 | yes | 19 | 21 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:44 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:14 | yes | 3 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:42 | yes | 22 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 08:59 | yes | 21 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:11 | yes | 19 | 7 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:14 | yes | 5 | 3 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:38 | yes | 21 | 31 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:42 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:43 | yes | 20 | 48 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:22 | yes | 18 | 28 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:48 | yes | 23 | 35 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:54 | yes | 9 | 31 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:09 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:40 | no | 0 | 6 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:33 | yes | 12 | 26 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 10:49 | yes | 16 | 4 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 11:00 | yes | 18 | 10 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:04 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:24 | yes | 18 | 46 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:25 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:27 | no | 0 | 31 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:49 | yes | 20 | 28 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:30 | yes | 12 | 20 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:00 | yes | 10 | 18 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 11:18 | yes | 14 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:29 | no | 0 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:39 | yes | 16 | 24 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 10:11 | yes | 13 | 3 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:45 | yes | 23 | 7 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:48 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:14 | yes | 22 | 41 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:17 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:35 | yes | 10 | 42 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:08 | yes | 15 | 21 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:32 | yes | 14 | 81 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:49 | yes | 7 | 95 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Acumatica read as Acumatica Fixed Assets
Bassets read as Bassets eDepreciation
Bloomberg Tax (formerly BNA) read as Bloomberg Tax Fixed Assets
NetSuite read as Oracle NetSuite
NetSuite Fixed Assets read as NetSuite Fixed Assets Management
QuickBooks Online read as QuickBooks
QuickBooks Online (Advanced + Fixed Asset add-ons like AssetAccountant) read as QuickBooks
QuickBooks Online (with add-ons like AssetAccountant) read as QuickBooks
QuickBooks Online Advanced read as QuickBooks
QuickBooks Online Advanced (Fixed Assets Module) read as QuickBooks
SAP read as SAP Asset Accounting
Sage read as Sage Fixed Assets
Unresolved, counted raw
AssetPlan
AssetTrack
Bricks Assets
FA Asset Management
FixAssets
Fixed Asset Cloud (by Bloomberg Tax)
Gensym
LedgerSync
Microsoft Excel Fixed Asset Templates
PowerTools for Fixed Assets (by Thomson Reuters)
QuickBooks Advanced Fixed Asset Manager
QuickBooks Desktop Premier/Enterprise
QuickBooks Fixed Assets
QuickBooks Online Advanced Fixed Asset Manager
Sage 300cloud
Simple Fixed Assets
SoftLedger Fixed Assets
Spiceworks
Wasp Asset
WorthIT
Xero's Built-In Fixed Assets
Xero's fixed assets register
Zoho Books Fixed Assets
Discontinued, still offered
No shut-down product was recommended here.