Index › Finance › Accounting and close › Fixed asset accounting › Enterprise · November 2026 Edition

Fixed asset accounting for enterprise buyers

Asked as “fixed asset accounting software”, and as “asset depreciation tracking tool”, on behalf of an enterprise B2B company. 47 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
36%
Contested · AssetAccountant 15%
36Sage Fixed Assets15AssetAccountant11Oracle NetSuite38others

36% of first choices, contested.

Since October 2026▲+16Since October 2026: 20% → 36%, +16 points. Past the 10-point floor: movement.Sage Fixed Assets held the lead, +16 points on 20%, past the floor.

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 fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01Sage Fixed Assets36%12%49endorsed leader▲+16Since October 2026: 20% → 36%, +16 points. Past the 10-point floor: movement.20% → 36%
02AssetAccountant15%0%17accepted challenger▲+8Since October 2026: 7% → 15%, +8 points. Inside the 10-point floor: within noise.7% → 15%
03Oracle NetSuite11%13%15accepted challenger▲+2Since October 2026: 9% → 11%, +2 points. Inside the 10-point floor: within noise.9% → 11%
04NetSuite Fixed Assets Management6%8%38accepted challenger▼−5Since October 2026: 11% → 6%, −5 points. Inside the 10-point floor: within noise.11% → 6%
05Microsoft Dynamics 365 Finance6%0%10accepted challenger▲+4Since October 2026: 2% → 6%, +4 points. Inside the 10-point floor: within noise.2% → 6%
06SAP Asset Accounting4%6%35accepted challenger▼−11Since October 2026: 15% → 4%, −11 points. Past the 10-point floor: movement.15% → 4%
07Bloomberg Tax Fixed Assets2%0%11accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise.2% → 2%
08Oracle Fusion Cloud Fixed Assets2%21%14accepted challenger▼−7Since October 2026: 9% → 2%, −7 points. Inside the 10-point floor: within noise.9% → 2%
Show the three products at 0%, ordered by negative rate
11Asset Panda0%56%18criticized challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 10-point floor: within noise.6% → 0%
09IBM Maximo0%14%22accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%
10Sage Intacct0%0%11accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%

The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. Both editions asked the same fourteen models. How the floor is measured

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 headHead-to-head pages are published for mid-market buyers, so these open on mid-market figures, not enterprise.
All twenty-one head-to-head pages: the top seven products, each against each

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
03
04
05
06
07
08
09
10
11
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Sage Fixed Assets36%
02AssetAccountant15%
03Oracle NetSuite11%
04NetSuite Fixed Assets Management6%
05Microsoft Dynamics 365 Finance6%
06SAP Asset Accounting4%
07Bloomberg Tax Fixed Assets2%
08Oracle Fusion Cloud Fixed Assets2%
09IBM Maximo0%
10Sage Intacct0%
11Asset Panda0%

What they warned about

Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5 and GPT-6 Luna 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.
Asset Panda
56%
10 of 18 labels negative · 7 of 14 models · 3 hard negative
“Basic cloud inventory tools like Asset Panda, EZOfficeInventory, or UpKeep (in their standard tiers): Why avoid for core fixed assets” Grok 4.20, negative prompt
Excel
100%
5 of 5 labels negative · 5 of 14 models · 5 hard negative
“spreadsheets (such as Excel or Google Sheets) are considered to be notorious for errors, lack of audit trails, and version control issues, making them a tool to avoid” Llama 4 Maverick, negative prompt
Google Sheets
100%
5 of 5 labels negative · 5 of 14 models · 5 hard negative
“spreadsheets (such as Excel or Google Sheets) are considered to be notorious for errors... making them a tool to avoid for large enterprises” Llama 4 Maverick, negative prompt
Sage Fixed Assets
12%
6 of 49 labels negative · 5 of 14 models
“products like Sage Fixed Assets or smaller asset-tracking systems, but these are less ideal for very large-scale, enterprise-wide deployments” GPT-5.4 mini, budget prompt

What they cite

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted.

Sites the answers cite

74 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 953 links across 212 sites, every framing counted. Ranked by the number of answers carrying the site or page. 46 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.

37 answers · 58 citations · 13 models
vendor site · Sage32 answers · 45 citations · 11 models
29 answers · 51 citations · 11 models
publisher (Gane)29 answers · 30 citations · 10 models
vendor site · GetApp25 answers · 33 citations · 9 models
vendor site · Capterra24 answers · 30 citations · 11 models
23 answers · 35 citations · 10 models
vendor site · Guideflow20 answers · 20 citations · 10 models
vendor site · Netgain18 answers · 21 citations · 9 models
vendor site · Facilio18 answers · 20 citations · 9 models
vendor site · AssetCues16 answers · 20 citations · 8 models
vendor site · Bassets16 answers · 20 citations · 9 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.

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 productsShareOwn site citedName searches, GoogleAI search demand, est.Organic visitsPaid search a month, est.Google ads, last 30 daysBest Google position
Sage parent site
Sage Fixed Assets 36%, Sage Fixed Assets / Sage Intacct Fixed Assets 2%
38%119246,00090,599
NetAsset asset.accountant
AssetAccountant 15%, NetAsset 2%, Asset Infinity 2%
19%7317031,6292
Oracle parent site
Oracle NetSuite 11%
11%542450,00066,611
NetSuite parent site
NetSuite Fixed Assets Management 6%
6%49135,0004,476
Microsoft Dynamics microsoft.com
Microsoft Dynamics 365 Finance 6%
6%10839021145,358,109 company$12,4551036
SAP S/4HANA sap.com
SAP Asset Accounting 4%, SAP S/4HANA 2%
6%1603072,214,514$1,25123
Bloomberg Tax bloombergtax.com
Bloomberg Tax Fixed Assets 2%
2%24400189,229 company37
Oracle Fusion oracle.com
Oracle Fusion Cloud Fixed Assets 2%, Oracle Fusion Cloud Financials 0%
2%157,410,638 company$247101
Bassets bassets.net
Bassets eDepreciation 2%
2%9100268 company16
Access Assets2%

Google's top ten for the three searches hold 19 sites; 5 of them are among the sites the models cited here (asset.accountant, bassets.net, capterra.com, netgain.tech, 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
ModelDirect“What is the best fixed asset accounting software for an enterprise B2B company?”Paraphrase“Which asset depreciation tracking tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade fixed asset tools and how do they differ?”Budget-constrained“What is the best fixed asset accounting software for a large company that needs predictable total cost across thousands of users?”Scale-constrained“We are a 5,000 person company with SSO, SOC 2 and procurement review requirements evaluating a fixed asset accounting software. What should we look at?”Negative“Which fixed asset tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Oracle NetSuite
Two alternativesMRI Fixed Asset Accounting, Sage Fixed Assets
no first choiceChangedIBM Maximo, Oracle NetSuite, Sage Intacct
Three alternativesDynamics 365 Business Central, Infor EAM, Sage Fixed Assets
AssetAccountant
Two alternativesMRI Fixed Asset Accounting, Oracle NetSuite's FAM
against: Sage Fixed Assets
no first choiceagainst: Asset Panda
GPT-5.4 miniSage Fixed Assets / Sage Intacct Fixed Assets
Two alternativesNetSuite Fixed Assets Management, SAP Asset Accounting
Sage Fixed AssetsChanged
Two alternativesIBM Maximo, SAP Asset Accounting
Infor EAM, Oracle Fusion Cloud Fixed Assets, SAP Asset Accounting, SAP S/4HANAagainst: BlackLine-style close tools, IBM Maximo, IFS Cloud, Oracle E-Business Suite EAM / Oracle Utilities Asset tools, Sage Fixed AssetsOracle Fusion Cloud Fixed Assets
One alternativeSAP Asset Accounting
against: Sage Fixed Assets
no first choicenothing named
Gemini 3.5 FlashBloomberg Tax Fixed Assets, Sage Fixed Assets
Four alternativesNetAsset, Oracle Cloud ERP, SAP Asset Accounting, Workday Financial Management
Sage Fixed AssetsChanged
Four alternativesBloomberg Tax Fixed Assets, NetSuite Fixed Assets Management, Oracle Fusion Cloud Financials, SAP Asset Accounting
Bloomberg Tax Fixed Assets, Sage Fixed Assets
Seven alternativesHexagon EAM, IBM Maximo, NetAsset, NetSuite Fixed Assets Management, Oracle Fusion Cloud Financials, SAP Asset Accounting, Workday Financial Management
AssetAccountant, xAssets Fixed Asset Management
Six alternativesBloomberg Tax Fixed Assets, NetAsset, Oracle Cloud ERP, Oracle NetSuite, SAP S/4HANA, Sage Fixed Assets
no first choiceagainst: Asset Panda, EZOfficeInventory, FreshBooks, GoCodes, Google Sheets, Microsoft Dynamics 365, Microsoft Excel, QuickBooks, Wave, Xero
Perplexity SonarNetAsset, SAP Asset Accounting
Three alternativesMicrosoft Dynamics 365 Finance Fixed Assets, NetSuite Fixed Assets Management, Sage Fixed Assets
Sage Fixed AssetsChanged
One alternativeIBM Maximo
no first choice
Eight alternativesAsset Panda, AssetCues, EZOfficeInventory, IBM Maximo, Oracle Fusion, Oracle NetSuite, SAP S/4HANA Asset Management, Sage Fixed Assets
AssetAccountant
One alternativeSage Fixed Assets
against: NetSuite Fixed Assets Management
no first choiceagainst: Asset Panda, EZOfficeInventory, Limble CMMS, Snipe-IT, UpKeep
Grok 4.20NetSuite Fixed Assets Management
Three alternativesOracle Cloud ERP, SAP S/4HANA, Sage Fixed Assets
NetSuite Fixed Assets ManagementHeld
Three alternativesBassets eDepreciation, Sage Intacct, Thomson Reuters Fixed Assets CS
against: QuickBooks
Sage Fixed Assets
Four alternativesMicrosoft Dynamics 365 Fixed Assets, NetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed Assets, SAP Asset Accounting
Sage Fixed Assets
Three alternativesAssetAccountant, NetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed Assets
against: Sage 50
Sage Fixed Assets
One alternativeNetSuite Fixed Assets Management
against: Asset Panda, EZOfficeInventory, IBM Maximo, Infor CloudSuite EAM
against: Asset Panda, EZOfficeInventory, Fishbowl, IBM Maximo, Intuit QuickBooks Fixed Assets, NetSuite Fixed Assets Management, SAP Asset Accounting, Sage Fixed Assets, Spreadsheets, UpKeep, Xero Assets
Mistral SmallMicrosoft Dynamics 365 Finance, Oracle NetSuite
Three alternativesDeltek Costpoint, Infor CloudSuite Financials, Sage Intacct
Sage Fixed AssetsChanged
Three alternativesMicrosoft Dynamics 365 Finance, NetSuite Fixed Assets Management, SAP Asset Accounting
Sage Fixed Assets
Four alternativesNetAsset, NetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed Assets, SAP Asset Accounting
Oracle NetSuiteagainst: Infor CloudSuite Financials, Sage Fixed Assetsno first choiceagainst: Asset Panda, Spreadsheets
DeepSeek V4 FlashSage Fixed Assets
Three alternativesMicrosoft Dynamics 365 Finance Fixed Assets, NetSuite Fixed Assets Management, SAP Asset Accounting
against: Oracle Fusion Cloud Fixed Assets
Sage Fixed AssetsHeld
Four alternativesIBM Maximo, Infor CloudSuite Financials, NetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed Assets
Sage Intacct
Eight alternativesAsset Panda, EZOfficeInventory, Fiix, GoCodes, IBM Maximo, NetSuite Fixed Assets Management, Oracle Fusion Cloud Maintenance, SAP S/4HANA Asset Management
SAP Asset Accounting
Two alternativesOracle Fusion Cloud Financials, Sage Fixed Assets
against: Microsoft Dynamics 365
no first choiceagainst: Excel, Fixed Asset Pro, Google Sheets, IFS EAM, QuickBooks, Xero
Llama 4 MaverickMicrosoft Dynamics 365 Finance
Three alternativesInfor CloudSuite Financials, Odoo, Oracle NetSuite
Bassets eDepreciationChanged
Two alternativesAssetAccountant, Sage Fixed Assets
no first choiceno first choiceno first choiceagainst: Excel, Google Sheets
Qwen 3.7 FlashSage Fixed Assets
Six alternativesAssetEdge, Bloomberg Tax Fixed Assets, Microsoft Dynamics 365 Finance, NetSuite Fixed Assets Management, Oracle Fusion Cloud Financials, SAP Asset Accounting
SAP S/4HANAChanged
Four alternativesBlackLine, Microsoft Dynamics 365 Finance, Oracle NetSuite, ServiceNow Asset Management
ServiceNow Asset Management
Four alternativesFlexera, IBM Maximo, ManageEngine AssetExplorer, Snow Software
AssetAccountant
One alternativeInfor CloudSuite Financials
against: BlackLine, Tricentis Avalon
no first choiceagainst: Airtable, Excel, Trello
Kimi K2Oracle NetSuite
Three alternativesMicrosoft Dynamics 365 Finance, SAP Asset Accounting, Sage Intacct
Sage Fixed AssetsChanged
Two alternativesIFS Enterprise Asset Management, SAP Asset Accounting
against: Oracle Fusion Cloud Fixed Assets
SAP Asset Accounting
Nine alternativesAsset Panda, Bloomberg Tax Fixed Assets, IBM Maximo, Infor CloudSuite EAM, NetSuite Fixed Assets Management, Oomnitza, Oracle Fusion Cloud Financials, Sage Fixed Assets, ServiceNow Enterprise Asset Management
Acumatica Cloud ERP, AssetAccountant
Two alternativesAccess Assets, Bassets eDepreciation
against: Oracle Cloud ERP, Oracle NetSuite, SAP S/4HANA
no first choiceagainst: CCH ProSystems fx Fixed Assets, Doc-It-Easy, Spreadsheets
GLM 4.7 FlashXOracle NetSuite, Sage Fixed Assets
Three alternativesIBM Maximo, Infor CloudSuite EAM, Sage Intacct
Sage Fixed AssetsChanged
Three alternativesAssetAccountant, AssetWorks, NetSuite Fixed Assets Management
IBM Maximo
Six alternativesFacilio, Infor CloudSuite EAM, Oracle Fusion Cloud Maintenance, SAP S/4HANA Asset Management, Samsara, eMaint
Microsoft Dynamics 365 Finance
Two alternativesAccess Assets, AssetAccountant
no first choiceagainst: Excel, Google Sheets
MiniMax M2.5NetSuite Fixed Assets Management
Two alternativesMicrosoft Dynamics 365 Finance, Sage Fixed Assets Management
Sage Fixed AssetsChanged
Three alternativesAssetAccountant, NetSuite Fixed Assets Management, SAP Asset Accounting
IBM Maximo
Six alternativesIFS Cloud, Infor CloudSuite EAM, Microsoft Dynamics 365 Finance, NetSuite Fixed Assets Management, SAP S/4HANA Asset Management, Sage Fixed Assets
AssetAccountant
Two alternativesAccess Assets, Cheqroom
against: Asset Infinity, SAP S/4HANA
no first choiceagainst: Spreadsheets
GPT-6 Lunano first choice
Five alternativesDynamics 365 Fixed Assets, NetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed Assets, SAP Asset Accounting, Sage Fixed Assets
Sage Fixed AssetsChanged
Two alternativesOracle NetSuite, SAP Asset Accounting
no first choice
Seven alternativesAssetWorks eQuip, Microsoft Dynamics 365 Finance Fixed Assets, NetSuite Fixed Assets Management, Oracle Fusion Cloud Assets, SAP Asset Accounting, Sage Fixed Assets, Sage Intacct
against: Asset Panda
Asset Infinity
One alternativeSage Fixed Assets
against: Asset Panda
no first choice
Three alternativesNetSuite Fixed Assets Management, Sage Fixed Assets, Sage Intacct
against: Asset Panda, Fixed Asset Pro, Oracle NetSuite
Muse Glimmer 30BSage Fixed Assets
Four alternativesAssetAccountant, NetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed Assets, SAP Asset Accounting
Sage Fixed AssetsHeld
Two alternativesBassets eDepreciation, SAP Asset Accounting
against: Oracle Fusion Cloud Fixed Assets
Sage Fixed Assets
Four alternativesIBM Maximo, NetSuite Fixed Assets Management, SAP Asset Accounting, SAP S/4HANA Asset Management
Access Assets, AssetAccountantagainst: NetSuite Fixed Assets Management, SAP Asset Accounting, Sage Fixed Assetsno first choiceagainst: Asset Panda, Excel, Google Sheets
Bold 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.
Eighty-four rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 10:01yes107 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 11:32yes45 s
Direct recommendationGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 11:00yes1020 s
Direct recommendationPerplexity Sonarsonar2026-11-01 08:59yes105 s
Direct recommendationGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 13:18yes1030 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-11-01 09:12yes55 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 10:14yes2131 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 11:23yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 12:46yes917 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-11-01 10:23yes1423 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 10:30yes1326 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 10:49yes1031 s
Direct recommendationGPT-6 Lunagpt-6-luna2026-11-01 09:48yes515 s
Direct recommendationMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 08:45yes1218 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 08:56no05 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 09:26yes34 s
ParaphraseGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 09:50no014 s
ParaphrasePerplexity Sonarsonar2026-11-01 10:32yes103 s
ParaphraseGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 13:24yes527 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-11-01 11:32yes54 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 12:45yes2435 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 11:54yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 09:01no026 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-11-01 11:18yes1837 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 08:49yes1450 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 11:46yes526 s
ParaphraseGPT-6 Lunagpt-6-luna2026-11-01 10:46yes28 s
ParaphraseMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 11:55yes1218 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 10:03yes1711 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 08:54yes89 s
ComparativeGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 12:59yes1225 s
ComparativePerplexity Sonarsonar2026-11-01 11:35yes106 s
ComparativeGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 13:08yes1333 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-11-01 10:26yes1613 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 09:26yes2430 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 09:57yes52 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 10:24no030 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-11-01 10:44yes2543 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 09:09yes2388 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 11:24yes1941 s
ComparativeGPT-6 Lunagpt-6-luna2026-11-01 11:33yes934 s
ComparativeMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 10:32yes1527 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 12:19yes178 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 11:46yes46 s
Budget constrainedGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 11:39yes1427 s
Budget constrainedPerplexity Sonarsonar2026-11-01 10:44yes103 s
Budget constrainedGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 13:17yes1840 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-11-01 10:42yes2010 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 10:50yes2530 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 09:26yes52 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 11:15yes1076 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-11-01 11:39yes2329 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 09:33yes2435 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 10:01yes2482 s
Budget constrainedGPT-6 Lunagpt-6-luna2026-11-01 11:17yes322 s
Budget constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 10:32yes1123 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 08:54yes1612 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 12:31no08 s
Scale constrainedGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 13:00no016 s
Scale constrainedPerplexity Sonarsonar2026-11-01 08:42yes109 s
Scale constrainedGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 13:04yes1518 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-11-01 11:06no08 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 12:22yes2444 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 10:27yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 12:42yes1038 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-11-01 12:57yes2528 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 12:29yes1958 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 09:57no034 s
Scale constrainedGPT-6 Lunagpt-6-luna2026-11-01 11:50yes422 s
Scale constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 09:17yes1519 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 08:40yes179 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 12:30yes76 s
Negative framingGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 12:01no018 s
Negative framingPerplexity Sonarsonar2026-11-01 11:43yes104 s
Negative framingGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 13:19yes1436 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-11-01 11:18yes56 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 12:58yes2528 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 08:52yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 12:16no027 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-11-01 11:39yes2152 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 09:35yes2233 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 10:47yes1432 s
Negative framingGPT-6 Lunagpt-6-luna2026-11-01 10:27yes420 s
Negative framingMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 12:03yes2128 s

Normalization in this category

Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.

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Category-scoped readings
Acumatica read as Acumatica Fixed Assets
Limble read as Limble CMMS
Microsoft Dynamics 365 Finance & Operations read as Microsoft Dynamics 365 Finance
NetSuite read as Oracle NetSuite
NetSuite Fixed Assets read as NetSuite Fixed Assets Management
Oracle ERP Cloud read as Oracle Cloud ERP
Oracle ERP Cloud (with Fixed Assets) read as Oracle Cloud ERP
Oracle Fusion Assets read as Oracle Fusion Cloud Fixed Assets
SAP read as SAP Asset Accounting
ServiceNow read as ServiceNow Asset Management
ServiceNow (ITAM - IT Asset Management) read as ServiceNow Asset Management
ServiceNow IT Asset Management (ITAM) read as ServiceNow Asset Management
Workday read as Workday Financial Management
Unresolved, counted raw
Aptean
Asset Pan
AssetEdge (by Wipfli)
AssetWorks eQuip
Aveva
BlackLine-style close tools
CCH ProSystems fx Fixed Assets
Deskera
Doc-It-Easy
Dynamics 365 Fixed Assets
EZ Web Enterprises
Flexera (formerly Kaseya)
Hexagon EAM
IFS Enterprise Asset Management (EAM)
Intuit
Intuit QuickBooks Fixed Assets
Oomnitza
Oracle E-Business Suite EAM / Oracle Utilities Asset tools
Oracle Fusion Asset Management
Oracle Fusion Cloud Assets
Oracle NetSuite's FAM
Real Asset Management
Sage Fixed Assets Management
ServiceNow Enterprise Asset Management
Snow Software
SutiAMS
Tricentis Avalon
VMware Carbon Black
Verdantis
Workday Assets
Xero Assets
xAssets Fixed Asset Management
Discontinued, still offered
No shut-down product was recommended here.
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