Fixed asset accounting
Asked as “fixed asset accounting software”, and as “asset depreciation tracking tool”, on behalf of a mid-market B2B company. 45 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
29%
Contested · Sage Intacct 11%
29Sage Fixed Assets11Sage Intacct09AssetTiger51others
29% 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 mid-market 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
02F03
04
05
06E07
08
09
10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Sage Fixed Assets29%
Sage Fixed Assets29%02Sage Intacct11%
Sage Intacct11%03Fixed Asset Pro9%
04AssetTiger9%
AssetTiger9%05AssetAccountant7%
AssetAccountant7%06Asset Panda4%
Asset Panda4%07EZOfficeInventory4%
08NetSuite Fixed Assets Management0%
NetSuite Fixed Assets Management0%09Thomson Reuters Fixed Assets CS0%
Thomson Reuters Fixed Assets CS0%10Bloomberg Tax Fixed Assets0%
Bloomberg Tax Fixed Assets0%11IBM Maximo0%
IBM Maximo0%What they warned about
Zero of twelve models held their first choice under the paraphrase. 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 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 Assets20%
10 of 49 labels negative · 6 of 12 models · 1 hard negative
“What to Avoid on a Limited Budget Sage Fixed Assets is excellent but generally too expensive for tight budgets” DeepSeek V4 Flash, budget prompt
Excel
100%
4 of 4 labels negative · 4 of 12 models · 4 hard negative
“Spreadsheets (Excel, Google Sheets, etc.) | Prone to formula errors, no built-in audit trail, hard to reconcile, poor compliance” MiniMax M2.5, negative prompt
Spreadsheets
100%
4 of 4 labels negative · 4 of 12 models · 4 hard negative
“spreadsheets are a common tool to avoid, as they can contain errors and are prone to problems such as miscalculations” Llama 4 Maverick, negative prompt
QuickBooks67%
4 of 6 labels negative · 4 of 12 models
“Do not buy the expensive "Advanced" plan ... cheaper than paying for the expensive "Advanced" tier of QuickBooks just to get their basic fixed asset module.” GLM 4.7 FlashX, budget prompt
What they cite
Twelve of the twelve models returned a source list in this edition: four return the pages they cited and eight the search results they consulted.
Sites the answers cite
62 of 72 answers in this category came back with a source list, from 12 of 12 models: citations where the model returns them, or the search results it consulted. 897 links across 167 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Worldmetrics44 answers · 91 citations · 9 models
31 answers · 36 citations · 10 models
30 answers · 36 citations · 10 models
vendor site · Capterra29 answers · 52 citations · 12 models
vendor site · Bassets23 answers · 27 citations · 9 models
20 answers · 20 citations · 10 models
19 answers · 31 citations · 9 models
vendor site · Netgain19 answers · 29 citations · 9 models
18 answers · 29 citations · 8 models
vendor site · AssetCues17 answers · 31 citations · 10 models
vendor site · Guideflow17 answers · 18 citations · 7 models
16 answers · 20 citations · 8 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.
31 answers · 10 models
22 answers · 10 models
20 answers · 10 models
18 answers · 7 models
17 answers · 7 models
15 answers · 9 models
15 answers · 11 models
15 answers · 8 models
14 answers · 9 models
13 answers · 6 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 |
|---|---|---|---|---|---|---|---|---|
| Sage parent site Sage Fixed Assets 29%, Sage Fixed Assets / Sage Intacct Fixed Assets 2% | 31% | 119 | 246,000 | 90,599 | ||||
| Sage sage.com Sage Intacct 11% | 11% | 500 | 246,000 | 90,599 | 1,737,127 company | $114,671 | 78 | 2 |
| NetAsset asset.accountant AssetAccountant 7%, Asset Infinity 4%, NetAsset 0%, Wasp AssetCloud 0% | 11% | 73 | 170 | 3 | 1,629 | 2 | ||
| Fixed Asset Pro | 9% | 110 | 2 | |||||
| AssetTiger assettiger.com | 9% | 17 | 2,400 | 50 | 7,006 | 10 | ||
| Asset Panda assetpanda.com | 4% | 76 | 5,400 | 55 | 35,566 | 16 | 6 | |
| EZOfficeInventory | 4% | 480 | 0 | |||||
| MRI mrisoftware.com MRI Fixed Asset Accounting 4% | 4% | 5 | 66,360 company | $56 | 57 | |||
| Xero xero.com | 4% | 729 | 90,500 | 4,610 | 1,200,289 | $500 | 119 | |
| Bricks Fixed Assets | 2% |
Google's top ten for the three searches hold 19 sites; 4 of them are among the sites the models cited here (asset.accountant, bassets.net, capterra.com, netgain.tech). 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 mid-market B2B company?”Paraphrase“Which asset depreciation tracking tool would you recommend to a mid-sized B2B company?”Comparative“What are the top fixed asset tools and how do they differ?”Budget-constrained“What is the best fixed asset accounting software for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a fixed asset accounting software. What should we look at?”Negative“Which fixed asset tools should I avoid or be cautious about?”
Claude Haiku 4.5Sage Fixed AssetsEZOfficeInventoryChangedAsset PandaFixed Asset Prono first choicenothing named
Three alternatives
AssetAccountant, EZOfficeInventory, Microsoft Dynamics 365 FinanceThree alternatives
Asset Panda, AssetAccountant, Sage Fixed AssetsFour alternatives
Bloomberg Tax Fixed Assets, Intuit ProSeries, NetAsset, Sage Fixed AssetsOne alternative
NetAssetGPT-5.4 miniFixed Asset ProSage Fixed AssetsChangedno first choiceFixed Asset Prono first choicenothing named
Two alternatives
FMIS Fixed Assets, Thomson Reuters Fixed Assets CSOne alternative
Fixed Asset ProTwo alternatives
FMIS Fixed Assets, Sage Fixed AssetsGemini 3.5 FlashAssetAccountantagainst: Sage Fixed AssetsSage Fixed AssetsChangedSage Fixed Assetsagainst: IBM MaximoXeroagainst: QuickBooks, Sage Fixed Assetsno first choiceagainst: Excel, Google Sheets
Two alternatives
Bloomberg Tax Fixed Assets, NetAssetThree alternatives
Asset Panda, AssetAccountant, NetAssetEight alternatives
Asset Panda, AssetAccountant, Bloomberg Tax Fixed Assets, Cheqroom, Limble CMMS, MaintainX, NetAsset, SortlyFour alternatives
AssetTiger, Fixed Asset Pro, Snipe-IT, nettTrackerPerplexity SonarSage IntacctSage Fixed AssetsChangedno first choiceQuickBooks, Xeroagainst: Sage Fixed Assetsno first choiceagainst: GoCodes
Three alternatives
Microsoft Dynamics 365 Business Central, NetSuite Fixed Assets Management, Sage Fixed AssetsThree alternatives
Bassets eDepreciation, Bloomberg Tax Fixed Assets, Fixed Asset ProTwo alternatives
AssetAccountant, Fixed Asset ProGrok 4.20Sage Fixed Assets / Sage Intacct Fixed Assetsagainst: Asset PandaAsset InfinityChangedagainst: Sage Fixed AssetsSage Fixed Assetsagainst: IBM Maximo, NetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed AssetsAssetTigerSage Fixed Assetsagainst: Fixed Asset Pro, Paragon Fixed Assets, Sage Fixed Assets, Spreadsheets
Three alternatives
MRI Fixed Asset Accounting, Microsoft Dynamics 365 Business Central, NetSuite Fixed Assets ManagementTwo alternatives
Asset Panda, Bassets eDepreciationOne alternative
Asset PandaFour alternatives
Bricks Fixed Assets, EZOfficeInventory, Fixed Asset Pro, XeroTwo alternatives
AssetAccountant, Thomson Reuters Fixed Assets CSMistral SmallMRI Fixed Asset AccountingAsset Panda, Microsoft Dynamics 365 Business CentralChangedno first choiceBricks Fixed Assets, EZOfficeInventoryno first choiceagainst: Zoho Booksagainst: Spreadsheets
Two alternatives
NetSuite Fixed Assets Management, Sage Fixed AssetsThree alternatives
NetSuite Fixed Assets Management, Sage Fixed Assets, Zoho BooksOne alternative
XeroDeepSeek V4 FlashSage IntacctSage Fixed AssetsChangedSage Fixed AssetsAssetTigeragainst: Sage Fixed Assetsno first choiceagainst: Bloomberg Tax Fixed Assets, CCH ProSystem fx Fixed Assets, Excel, Oracle NetSuite, QuickBooks, Sage Fixed Assets, Sage Intacct, Xero
Five alternatives
Asset Panda, MRI Fixed Asset Accounting, Microsoft Dynamics 365 Business Central, Sage Fixed Assets, Thomson Reuters Fixed Assets CSFour alternatives
AssetTiger, NetSuite Fixed Assets Management, Sage Intacct, Wasp AssetCloudNine alternatives
Asset Panda, AssetTiger, Fiix, IBM Maximo, NetSuite Fixed Assets Management, Snipe-IT, Thomson Reuters Fixed Assets CS, UpKeep, eMaintFour alternatives
Bricks Fixed Assets, EZOfficeInventory, Fixed Asset Pro, WorthIt Fixed AssetsLlama 4 MaverickSage Fixed Assetsno first choiceChangedno first choiceAssetTigerno first choiceagainst: Spreadsheets
One alternative
MRI Fixed Asset AccountingQwen 3.7 FlashMRI Fixed Asset AccountingSage Fixed AssetsChangedOracle Fusion Cloud Fixed Assets, SAP Asset Accountingagainst: Sage Fixed Assets, Zoho AssetsFixed Asset Proagainst: Asset Panda, Oracle NetSuite, QuickBooks, Xerono first choiceagainst: Bloomberg Tax Fixed Assets, CCH ProSystem fx Fixed Assets, Excel, Sage Fixed Assets, Thomson Reuters Fixed Assets CS
Two alternatives
NetAsset, Sage Fixed AssetsThree alternatives
Acumatica Fixed Assets, MRI Fixed Asset Accounting, Oracle NetSuiteFive alternatives
Asset Panda, AssetWorks, IBM Maximo, Microsoft Dynamics 365 Finance, Oracle NetSuiteThree alternatives
Asset Manager, AssetAccountant, EZOfficeInventoryKimi K2Sage IntacctAsset Infinity, Sage Fixed AssetsChangedSage Fixed AssetsAkaunting, AssetAccountantno first choiceagainst: Asset Panda, EZOfficeInventoryagainst: Spreadsheets
Three alternatives
Bloomberg Tax Fixed Assets, Oracle NetSuite, Sage Fixed AssetsTwo alternatives
Asset Panda, NetSuite Fixed Assets ManagementEight alternatives
Asset Panda, EZOfficeInventory, GoCodes, IBM Maximo, Oracle Fusion Cloud Fixed Assets, Oracle NetSuite, UpKeep, Wasp AssetCloudThree alternatives
ERPNext, Fixed Asset Pro, GnuCashGLM 4.7 FlashXSage IntacctSage Fixed AssetsChangedNetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed Assetsagainst: IBM MaximoAssetAccountantagainst: QuickBooksno first choiceagainst: CCH ProSystem fx Fixed Assets, Enterprise Asset Management (EAM) tools, Fixed Asset Pro, Sage Fixed Assets
Five alternatives
Asset Panda, Bassets eDepreciation, GoCodes, MRI Fixed Asset Accounting, Oracle NetSuiteFour alternatives
Bassets eDepreciation, Fixed Asset Pro, NetSuite Fixed Assets Management, Wasp AssetCloudTwelve alternatives
Asset Panda, Bloomberg Tax Fixed Assets, EZOfficeInventory, EquipmentShare, Fleetio, GoCodes, Mitti, PowerPlan Fixed Asset Suite, Sage Fixed Assets, UpKeep, Wasp AssetCloud, eMaintThree alternatives
AssetTiger, Deprecia, xAssetsMiniMax M2.5Sage Fixed Assets, Sage Intacctagainst: SAP Asset AccountingAsset Panda, Sage Fixed AssetsChangedAsset Panda, EZOfficeInventoryAssetCenter.app, AssetTigerSage Fixed Assetsagainst: Excel, Google Sheets
Two alternatives
Acumatica Fixed Assets, Asset PandaTwo alternatives
Bassets eDepreciation, ReftabThree alternatives
Fiix, IBM Maximo, UpKeepOne alternative
EZOfficeInventoryFour alternatives
MRI Fixed Asset Accounting, Microsoft Dynamics Asset Management, NetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed AssetsBold 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.
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 | 2026-09-17 19:50 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:40 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:16 | yes | 20 | 45 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-09-17 18:14 | yes | 20 | 7 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:05 | yes | 25 | 17 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:29 | yes | 20 | 10 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 18:56 | yes | 10 | 13 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 19:04 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:24 | yes | 12 | 36 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:04 | yes | 22 | 32 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:50 | yes | 11 | 51 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:00 | yes | 9 | 31 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:25 | yes | 16 | 10 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:57 | yes | 2 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:22 | yes | 15 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-09-17 20:08 | yes | 19 | 5 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:22 | yes | 34 | 17 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 21:06 | yes | 5 | 5 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 20:26 | yes | 20 | 17 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:46 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 17:55 | yes | 9 | 30 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:02 | yes | 8 | 18 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:47 | yes | 19 | 289 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:37 | yes | 8 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 18:42 | yes | 9 | 7 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:06 | no | 0 | 6 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:55 | yes | 19 | 63 s |
| Comparative | Perplexity Sonar | sonar | 2026-09-17 18:08 | yes | 20 | 5 s |
| Comparative | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:30 | yes | 21 | 17 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:07 | yes | 8 | 9 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-09-17 18:48 | yes | 20 | 66 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 18:33 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:24 | no | 0 | 30 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:09 | yes | 10 | 23 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:32 | yes | 32 | 66 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 21:06 | yes | 20 | 30 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:18 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 19:33 | yes | 4 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 18:43 | yes | 19 | 26 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-09-17 19:15 | yes | 20 | 8 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:19 | yes | 30 | 17 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 19:41 | yes | 7 | 8 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 17:53 | yes | 19 | 13 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 20:24 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 19:19 | yes | 6 | 39 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:41 | yes | 10 | 23 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 18:17 | yes | 21 | 40 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 20:01 | yes | 16 | 37 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 19:07 | no | 0 | 5 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 18:48 | no | 0 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 21:17 | no | 0 | 49 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-09-17 21:02 | yes | 20 | 11 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 20:27 | yes | 12 | 9 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 18:22 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 17:59 | yes | 10 | 18 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 21:02 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:11 | no | 0 | 27 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 20:49 | no | 0 | 36 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 19:52 | yes | 24 | 88 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 18:48 | yes | 9 | 34 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-09-17 20:59 | no | 0 | 2 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-09-17 20:52 | no | 0 | 4 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-09-17 19:09 | yes | 21 | 21 s |
| Negative framing | Perplexity Sonar | sonar | 2026-09-17 19:53 | yes | 20 | 6 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.1-fast-non-reasoning via vertex (asked for grok-4.20-non-reasoning; the API answered as this version) | 2026-09-17 19:08 | yes | 17 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-09-17 20:25 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via fireworks | 2026-09-17 19:33 | yes | 27 | 23 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-09-17 17:54 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-09-17 18:52 | yes | 10 | 46 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-09-17 19:16 | yes | 30 | 32 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-09-17 20:00 | yes | 21 | 59 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-09-17 17:56 | yes | 5 | 72 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
FMIS read as FMIS Fixed Assets
MRI Software (Fixed Asset Accounting) read as MRI Fixed Asset Accounting
Microsoft Dynamics 365 Finance & Operations read as Microsoft Dynamics 365 Finance
NetSuite read as Oracle NetSuite
NetSuite (by Oracle) read as Oracle NetSuite
NetSuite Fixed Assets read as NetSuite Fixed Assets Management
Netgain (NetAsset / NetAsset Tax Pro) read as NetAsset
QuickBooks Online read as QuickBooks
QuickBooks Online Advanced read as QuickBooks
SAP (S/4HANA Finance) read as SAP Asset Accounting
Sage read as Sage Fixed Assets
Unresolved, counted raw
Asset Manager
AssetCenter.app
AssetMAXX
BuilderTrend
Deprecia
Enterprise Asset Management (EAM) tools
EquipmentShare
Fleetio
Invensis
Microsoft Dynamics Asset Management
Paragon Fixed Assets (PFX)
PowerPlan Fixed Asset Suite
ProSeries FX
QuickBooks asset add-ons
RAM (Real Asset Management)
SAP fixed asset modules
Zoho Assets
Discontinued, still offered
No shut-down product was recommended here.