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Finance AI Index
Index › Accounting and close › October 2026 Edition

Fixed asset accounting

Asked as “fixed asset accounting software”, and as “asset depreciation tracking tool”, on behalf of a mid-market B2B company. 47 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
34%
Contested · AssetTiger 13%
34Sage Fixed Assets13AssetTiger11Sage Intacct43others

34% of first choices, contested.

Since September 2026=heldSince September 2026: 29% → 29%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.Sage Fixed Assets held the lead, ±0 points on 29%, inside the 10-point 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 a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Sage Fixed Assets34%17%52endorsed leader=heldSince September 2026: 29% → 29%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.29% → 29%
02AssetTiger13%7%14accepted challenger▲+6Since September 2026: 9% → 15%, +6 points. Inside the 10-point floor: within noise. Read over the models both editions asked.9% → 15%
03Sage Intacct11%0%15accepted challenger▲+1Since September 2026: 11% → 12%, +1 point. Inside the 10-point floor: within noise. Read over the models both editions asked.11% → 12%
04Fixed Asset Pro9%29%21criticized challenger▼−2Since September 2026: 9% → 7%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.9% → 7%
05AssetAccountant6%0%14accepted challenger▼−2Since September 2026: 7% → 5%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.7% → 5%
06Asset Panda4%18%28accepted challenger=heldSince September 2026: 4% → 5%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.4% → 5%
07Xero4%0%12accepted challenger=heldSince September 2026: 4% → 5%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.4% → 5%
08QuickBooks4%14%14accepted challenger▲+3Since September 2026: 2% → 5%, +3 points. Inside the 10-point floor: within noise. Read over the models both editions asked.2% → 5%
09NetSuite Fixed Assets Management2%11%19accepted challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 2%
10MRI Fixed Asset Accounting2%0%10accepted challenger▼−2Since September 2026: 4% → 2%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.4% → 2%
11Oracle NetSuite2%31%16criticized challenger▲+2Since September 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 2%
Show the three products at 0%, ordered by negative rate
14Bloomberg Tax Fixed Assets0%18%11accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%
12Thomson Reuters Fixed Assets CS0%9%11accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 0%
13UpKeep0%9%11accepted challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.0% → 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 is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. 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.
All twenty-eight head-to-head pages: the top eight 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
F04
05
06
07
08
09
10
11
12
13
14
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Sage Fixed Assets34%
02AssetTiger13%
03Sage Intacct11%
04Fixed Asset Pro9%
05AssetAccountant6%
06Asset Panda4%
07Xero4%
08QuickBooks4%
09NetSuite Fixed Assets Management2%
10MRI Fixed Asset Accounting2%
11Oracle NetSuite2%
12Thomson Reuters Fixed Assets CS0%
13UpKeep0%
14Bloomberg Tax Fixed Assets0%

What they warned about

Three of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, 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 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 Assets
17%
9 of 52 labels negative · 7 of 14 models
“Often inadequate for complex needs—lacking full lifecycle coverage, physical verification, or robust depreciation.” Grok 4.1 Fast, negative prompt
Fixed Asset Pro
29%
6 of 21 labels negative · 6 of 14 models · 1 hard negative
“**Avoid** if you have high-volume disposals or need GAAP/financial statement accuracy on disposal.” DeepSeek V4 Flash, negative prompt
Oracle NetSuite
31%
5 of 16 labels negative · 5 of 14 models · 1 hard negative
“They are not recommended for enterprises seeking comprehensive asset tracking and depreciation capabilities.” Mistral Small, negative prompt
Asset Panda
18%
5 of 28 labels negative · 4 of 14 models · 2 hard negative
“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

What they cite

Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.

Sites the answers cite

77 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. 1008 links across 155 sites, every framing counted. Ranked by the number of answers carrying the site or page. 27 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.

39 answers · 71 citations · 11 models
37 answers · 48 citations · 13 models
vendor site · Worldmetrics32 answers · 47 citations · 10 models
vendor site · Guideflow28 answers · 29 citations · 11 models
26 answers · 26 citations · 10 models
23 answers · 49 citations · 9 models
23 answers · 26 citations · 10 models
vendor site · Sage20 answers · 38 citations · 11 models
vendor site · Facilio20 answers · 20 citations · 8 models
vendor site · AssetCues19 answers · 27 citations · 11 models
vendor site · Netgain19 answers · 25 citations · 8 models
19 answers · 23 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.

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 34%
34%126246,00090,599
AssetTiger assettiger.com13%452,400507,00610
Sage sage.com
Sage Intacct 11%
11%433246,00090,5991,737,127 company$114,671782
Fixed Asset Pro9%1102
NetAsset asset.accountant
AssetAccountant 6%, Microsoft Dynamics 365 Finance Fixed Assets 2%, NetAsset 0%
9%5917031,6292
Asset Panda assetpanda.com4%855,4005535,566166
Xero xero.com4%73790,5004,6101,200,289$500119
QuickBooks quickbooks.ninja4%3001,000,00054,681253
Zoho zoho.com
Zoho Books 4%
4%32627,1002681,216,894 company$51,0311198
NetSuite parent site
NetSuite Fixed Assets Management 2%
2%50135,0004,476

Google's top ten for the three searches hold 19 sites; 3 of them are among the sites the models cited here (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.
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ModelDirect“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 Assets
Three alternativesEZOfficeInventory, NetSuite Fixed Assets Management, Sage Intacct
no first choiceChangedno first choice
Five alternativesAsset Panda, Bloomberg Tax Fixed Assets, NetSuite Fixed Assets Management, Sage Fixed Assets, Thomson Reuters Fixed Assets CS
Xero
Two alternativesFixed Asset Pro, Zoho Inventory
no first choicenothing named
GPT-5.4 miniSage Fixed Assets
Three alternativesMRI Fixed Asset Accounting, ProSeries Fixed Assets Manager, Thomson Reuters Fixed Assets CS
Sage Fixed AssetsHeld
One alternativeSage Fixed Assets Management
against: Fixed Asset Pro
Sage Fixed Assets
Two alternativesOracle, SAP Asset Accounting
QuickBooks, Zoho Books
Two alternativesSage Fixed Assets, Xero
against: Excel or Google Sheets
no first choicenothing named
Gemini 3.5 FlashSage Fixed Assets
Three alternativesAssetAccountant, Bloomberg Tax Fixed Assets, NetAsset
against: NetSuite ... built-in Fixed Asset Management (FAM) module
AssetAccountantChanged
Three alternativesAsset Panda, NetAsset, Sage Fixed Assets
no first choice
Six alternativesAsset Panda, AssetAccountant, Cheqroom, EZOfficeInventory, Sage Fixed Assets, Sortly
against: NetSuite Fixed Assets Management
AssetTiger
Four alternativesAssetAccountant, Fixed Asset Pro, Manager.io, Snipe-IT
no first choiceagainst: Excel, Google Sheets, QuickBooks
Perplexity SonarMicrosoft Dynamics 365 Finance Fixed Assets, NetSuite Fixed Assets Management
Two alternativesAssetAccountant, Sage Fixed Assets
Acumatica Fixed AssetsChanged
Two alternativesFMIS Asset Management, Sage Fixed Assets
no first choiceagainst: IBM MaximoAssetTiger
Two alternativesAssetAccountant, Fixed Asset Pro
no first choicenothing named
Grok 4.1 FastSage Intacct
Two alternativesNetSuite Fixed Assets Management, Sage Fixed Assets
Fixed Asset ProChanged
Four alternativesAsset Panda, Bassets Fixed Assets, Sage Fixed Assets, Xero
Sage Fixed Assets
Two alternativesAsset Panda, Fiix
against: IBM Maximo
AssetTiger
One alternativeSnipe-IT
no first choiceagainst: Asset Panda, Fixed Asset Pro, Microsoft Dynamics 365, Oracle NetSuite, Sage Fixed Assets, Spreadsheets
Mistral SmallSage Intacct
Two alternativesMRI Fixed Asset Accounting, ProSeries Fixed Asset Manager
Asset PandaChanged
Two alternativesMRI Fixed Asset Accounting, Wasp AssetCloud
Sage Fixed Assets
Six alternativesAssetTiger, Coast, Fiix, IBM Maximo, Oracle NetSuite, UpKeep
QuickBooks, Xero
Two alternativesAssetAccountant, Sage Fixed Assets
against: Asset Panda
no first choiceagainst: Asset Panda, Microsoft Dynamics 365, Oracle NetSuite, Sage Fixed Assets, UpKeep
DeepSeek V4 FlashSage Intacct
Four alternativesAsset Panda, MRI Fixed Asset Accounting, NetSuite Fixed Assets Management, Sage Fixed Assets
Sage Fixed AssetsChanged
Two alternativesBassets Fixed Asset System, Fixed Asset Pro
against: Oracle NetSuite
Sage Fixed Assets
Six alternativesAsset Panda, EZOfficeInventory, IBM Maximo, Oracle Fusion Cloud Fixed Assets, SAP Asset Accounting, SAP Asset Manager
against: ManageEngine AssetExplorer
AssetTiger
Two alternativesFixed Asset Pro, Snipe-IT
Sage Fixed Assets
Four alternativesBassets eDepreciation, Microsoft Dynamics 365 Finance, NetSuite Fixed Assets Management, Thomson Reuters Fixed Assets CS
against: SAP Asset Accounting
against: Bloomberg Tax Fixed Assets, DepreciationWorks, Fixed Asset Pro, Homegrown Spreadsheets, SAP Asset Accounting, Sage Fixed Assets, Thomson Reuters Fixed Assets CS
Llama 4 MaverickAssetAccountant
Three alternativesMicrosoft Dynamics 365 Finance Fixed Assets, NetSuite Fixed Assets Management, Sage Fixed Assets
AssetTigerChanged
Three alternativesMRI Fixed Asset Accounting, Sage Fixed Assets, Wasp AssetCloud
no first choiceno first choiceno first choiceagainst: Asset Panda, Oracle NetSuite, Sage Fixed Assets
Qwen 3.7 FlashMRI Fixed Asset Accounting, Sage Fixed Assets
One alternativeBassets Fixed Asset System
against: Oracle Fusion, Oracle NetSuite, SAP S/4HANA
Sage Fixed AssetsChanged
Three alternativesAsset Panda, NetSuite Fixed Asset Module, Wasp AssetCloud
against: Excel
Sage Fixed Assets
Three alternativesAssetWorks, NetSuite Fixed Assets Management, SAP Asset Accounting
Fixed Asset Pro
Four alternativesAssetAccountant, Bricks Fixed Assets, WorthIt Fixed Assets, Zoho Books
Sage Fixed Assets
Three alternativesAssetWorks, Epicor, Intacct
against: CCH ProSystem fx Fixed Assets, Facilio, Fixed Asset Pro, IBM Maximo
Kimi K2Oracle NetSuite
Two alternativesFixed Asset Pro, Sage Intacct
Asset Panda, Sage Fixed AssetsChanged
Two alternativesNetAsset, QuickBooks
Sage Fixed Assets
Five alternativesAsset Panda, Fiix, Oracle NetSuite, Xero, eMaint
Fixed Asset Pro
Two alternativesAssetTiger, Xero
against: Sage Fixed Assets
no first choice
Four alternativesAssetCues, NetSuite Fixed Assets Management, Sage Fixed Assets, Sage Intacct
against: Asset.Guru, Bloomberg Tax Fixed Assets, Excel spreadsheets, Fixed Asset Pro, NetSuite Fixed Assets Management, Sage Fixed Assets
GLM 4.7 FlashXSage Intacct
Five alternativesAssetTiger, Bassets eDepreciation, Bricks Fixed Assets, MRI Fixed Asset Accounting, NetSuite Fixed Assets Management
Sage Fixed AssetsChanged
Four alternativesAssetTiger, Fixed Asset Pro, MRI Fixed Asset Accounting, Oracle NetSuite
against: Wasp AssetCloud
Sage Fixed Assets, Thomson Reuters Fixed Assets CS
Seven alternativesAsset Panda, Fixed Asset Pro, IBM Maximo, Infor CloudSuite EAM, NetSuite Fixed Assets Management, SAP Asset Accounting, UpKeep
Zoho Books
Seven alternativesAssetTiger, ERPNext, EZOfficeInventory, Odoo, QuickBooks, Wave Accounting, Xero
no first choiceagainst: CCH ProSystem fx Fixed Assets, Fixed Asset Pro, GoCodes
MiniMax M2.5Sage Intacct
Three alternativesBloomberg Tax Fixed Assets, Oracle NetSuite, Thomson Reuters Fixed Assets CS
Sage Fixed AssetsChanged
Two alternativesNetGain Technology Solutions, Thomson Reuters Fixed Assets CS
Sage Fixed Assets
Four alternativesAsset Infinity, Kaizen Asset Manager, NetAsset, Oracle NetSuite
AssetTiger
Three alternativesFixed Asset Pro, QuickBooks, Zoho Books
against: Wave
no first choiceagainst: Spreadsheets
GPT-6 LunaSage Fixed Assets
Five alternativesAssetAccountant, Microsoft Dynamics 365 Finance, Netgain's NetAsset, Oracle NetSuite, Sage Intacct
Sage Fixed AssetsHeld
Three alternativesAssetAccountant, Oracle NetSuite, Sage Intacct
AssetAccountant, Sage Fixed Assets
Four alternativesAcumatica Fixed Assets, Asset Panda, NetSuite Fixed Assets Management, Thomson Reuters Fixed Assets CS
against: QuickBooks Online Advanced fixed assets
AssetAccountant
Two alternativesFixed Asset Manager, Xero
no first choiceagainst: Asset Panda, AssetTiger, Sage Fixed Assets, Snipe-IT, Wasp AssetCloud
Muse Glimmer 30BSage Fixed Assets
One alternativeNetSuite Fixed Assets Management
Sage Fixed AssetsHeld
Two alternativesBassets eDepreciation, MRI Fixed Asset Accounting
Sage Fixed Assets
Seven alternativesAsset Panda, Fiix, Microsoft Dynamics 365 Finance, NetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed Assets, SAP Asset Accounting, UpKeep
Fixed Asset Pro
Two alternativesAsset Panda, Bricks Fixed Assets
no first choiceagainst: QuickBooks, Sage Fixed Assets, Spreadsheets
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. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 10:48yes169 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 07:52yes64 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-10-01 10:10yes1623 s
Direct recommendationPerplexity Sonarsonar2026-10-01 11:27yes245 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 07:42yes2410 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-10-01 11:17yes104 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 09:09yes2241 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 10:44yes54 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 09:45yes1021 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-10-01 08:17yes1324 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 07:50yes970 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 08:27yes821 s
Direct recommendationGPT-6 Lunagpt-6-luna2026-10-01 08:23yes513 s
Direct recommendationMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 08:48yes1522 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 08:08no05 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 08:05yes34 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-10-01 08:06yes1123 s
ParaphrasePerplexity Sonarsonar2026-10-01 10:36yes263 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 11:00yes2310 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-10-01 08:52yes52 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 09:37yes2026 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 11:26yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 11:01yes1018 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-10-01 09:17yes1722 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 09:26yes1789 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 11:24yes520 s
ParaphraseGPT-6 Lunagpt-6-luna2026-10-01 09:32yes414 s
ParaphraseMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 10:01yes2132 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 10:31yes98 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 09:13yes46 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-10-01 10:43yes1824 s
ComparativePerplexity Sonarsonar2026-10-01 07:39yes183 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 09:16yes227 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-10-01 09:02yes98 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 07:33yes2449 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 09:02yes51 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 08:55yes1338 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-10-01 09:09yes1729 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 10:31yes1858 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 09:43yes1015 s
ComparativeGPT-6 Lunagpt-6-luna2026-10-01 10:09yes821 s
ComparativeMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 11:09yes1535 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 09:52yes97 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 09:10no05 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-01 07:58yes1821 s
Budget constrainedPerplexity Sonarsonar2026-10-01 07:42yes173 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 08:39yes246 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-10-01 11:11yes54 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 08:12yes2326 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 08:50yes51 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 07:54yes833 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-01 10:07yes1720 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 09:42yes25178 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 09:07yes519 s
Budget constrainedGPT-6 Lunagpt-6-luna2026-10-01 08:59yes312 s
Budget constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 09:09yes2131 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 07:57no07 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 08:11no08 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-01 07:31yes1324 s
Scale constrainedPerplexity Sonarsonar2026-10-01 07:49yes205 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 10:03yes178 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-10-01 10:30no09 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 11:03yes1941 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 09:00yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 08:46no038 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-01 10:46yes1829 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 09:53yes1423 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 10:16yes834 s
Scale constrainedGPT-6 Lunagpt-6-luna2026-10-01 07:40yes224 s
Scale constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 11:24yes1428 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 11:18no03 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 09:06yes54 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-10-01 10:48yes1625 s
Negative framingPerplexity Sonarsonar2026-10-01 11:26yes124 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 11:00yes247 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-10-01 10:58yes53 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 09:57yes2133 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 08:22yes51 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 10:22yes1045 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-10-01 07:47yes2325 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 09:56yes1413 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 10:45yes1018 s
Negative framingGPT-6 Lunagpt-6-luna2026-10-01 09:37yes114 s
Negative framingMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-10-01 09:54yes1217 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
Bloomberg Tax read as Bloomberg Tax Fixed Assets
MRI Software read as MRI Fixed Asset Accounting
Microsoft Dynamics read as Microsoft Dynamics 365
NetSuite read as Oracle NetSuite
NetSuite (native Fixed Assets) read as Oracle NetSuite
NetSuite Fixed Assets read as NetSuite Fixed Assets Management
Netgain read as NetAsset
Netgain (NetAsset Tax Pro) read as NetAsset
Netgain (NetAsset) read as NetAsset
QuickBooks Online read as QuickBooks
QuickBooks Online Advanced read as QuickBooks
SAP read as SAP Asset Accounting
Sage read as Sage Fixed Assets
Unresolved, counted raw
Bassets Fixed Assets
Brightly Asset Essentials
Dynamics 365 Asset Management
FMIS Asset Management
Fixed Asset Manager (QuickBooks Desktop)
GLPI
Homegrown Spreadsheets (Excel/Access)
IMIS
Itemtopia
Kaizen Asset Manager
MPulse Fixed Assets
Maximo (IBM)
NetGain Technology Solutions
NetSuite ... built-in Fixed Asset Management (FAM) module
NetSuite FA
NetSuite Fixed Asset Module
Netgain's NetAsset
Oracle FA
ProSeries Fixed Assets Manager
ProSeries/Bloomberg
QuickBooks Online Advanced fixed assets
SAP Asset Manager
Sage Fixed Assets Management
Zybra
Discontinued, still offered
No shut-down product was recommended here.

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