Finance AI Index
September 2026 Edition · The permanent record of this edition. The unqualified address always carries the latest edition.
Index Accounting and close September 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. 45 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Contested
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.

01The 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
01Sage Fixed Assets29%19%48accepted challenger
02Sage Intacct11%10%10accepted challenger
03Fixed Asset Pro9%13%15accepted challenger
04AssetTiger9%0%10accepted challenger
05AssetAccountant7%0%10accepted challenger
06Asset Panda4%9%32accepted challenger
07EZOfficeInventory4%6%17accepted challenger
Show the four products at 0%, ordered by negative rate
11IBM Maximo0%27%11criticized challenger
10Bloomberg Tax Fixed Assets0%15%13accepted challenger
09Thomson Reuters Fixed Assets CS0%9%11accepted challenger
08NetSuite Fixed Assets Management0%6%17accepted challenger
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its vendor page.

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
F03
04
05
06
07
08
09
10
11
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Sage Fixed Assets29%
02Sage Intacct11%
03Fixed Asset Pro9%
04AssetTiger9%
05AssetAccountant7%
06Asset Panda4%
07EZOfficeInventory4%
08NetSuite Fixed Assets Management0%
09Thomson Reuters Fixed Assets CS0%
10Bloomberg Tax Fixed Assets0%
11IBM Maximo0%

02What 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 4.1 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
19%
9 of 48 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
QuickBooks
67%
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

03What they cite

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

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. 5 of those lists are Google grounding redirects that name no site and are left out of the counts. 803 links across 149 sites, every framing counted. Ranked by the number of answers carrying the site or page.

44 answers · 91 citations · 9 models
31 answers · 36 citations · 10 models
30 answers · 36 citations · 10 models
28 answers · 51 citations · 11 models
vendor site · Bassets20 answers · 23 citations · 8 models
18 answers · 29 citations · 8 models
18 answers · 18 citations · 9 models
vendor site · AssetCues16 answers · 29 citations · 9 models
vendor site · Netgain16 answers · 19 citations · 8 models
15 answers · 21 citations · 8 models
15 answers · 19 citations · 7 models
vendor site · Guideflow15 answers · 16 citations · 6 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.

04How 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.
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 alternativesAssetAccountant, EZOfficeInventory, Microsoft Dynamics 365 Finance
EZOfficeInventoryChanged
Three alternativesAsset Panda, AssetAccountant, Sage Fixed Assets
Asset Panda
Four alternativesBloomberg Tax Fixed Assets, Intuit ProSeries, NetAsset, Sage Fixed Assets
Fixed Asset Pro
One alternativeNetAsset
no first choicenothing named
GPT-5.4 miniFixed Asset Pro
Two alternativesFMIS Fixed Assets, Thomson Reuters Fixed Assets CS
Sage Fixed AssetsChanged
One alternativeFixed Asset Pro
no first choiceFixed Asset Pro
Two alternativesFMIS Fixed Assets, Sage Fixed Assets
no first choicenothing named
Gemini 3.5 FlashAssetAccountant
Two alternativesBloomberg Tax Fixed Assets, NetAsset
against: Sage Fixed Assets
Sage Fixed AssetsChanged
Three alternativesAsset Panda, AssetAccountant, NetAsset
Sage Fixed Assets
Eight alternativesAsset Panda, AssetAccountant, Bloomberg Tax Fixed Assets, Cheqroom, Limble CMMS, MaintainX, NetAsset, Sortly
against: IBM Maximo
Xero
Four alternativesAssetTiger, Fixed Asset Pro, Snipe-IT, nettTracker
against: QuickBooks, Sage Fixed Assets
no first choiceagainst: Excel, Google Sheets
Perplexity SonarSage Intacct
Three alternativesMicrosoft Dynamics 365 Business Central, NetSuite Fixed Assets Management, Sage Fixed Assets
Sage Fixed AssetsChanged
Three alternativesBassets eDepreciation, Bloomberg Tax Fixed Assets, Fixed Asset Pro
no first choiceQuickBooks, Xero
Two alternativesAssetAccountant, Fixed Asset Pro
against: Sage Fixed Assets
no first choiceagainst: GoCodes
Grok 4.1 FastSage Fixed Assets / Sage Intacct Fixed Assets
Three alternativesMRI Fixed Asset Accounting, Microsoft Dynamics 365 Business Central, NetSuite Fixed Assets Management
against: Asset Panda
Asset InfinityChanged
Two alternativesAsset Panda, Bassets eDepreciation
against: Sage Fixed Assets
Sage Fixed Assets
One alternativeAsset Panda
against: IBM Maximo, NetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed Assets
AssetTiger
Four alternativesBricks Fixed Assets, EZOfficeInventory, Fixed Asset Pro, Xero
Sage Fixed Assets
Two alternativesAssetAccountant, Thomson Reuters Fixed Assets CS
against: Fixed Asset Pro, Paragon Fixed Assets, Sage Fixed Assets, Spreadsheets
Mistral SmallMRI Fixed Asset Accounting
Two alternativesNetSuite Fixed Assets Management, Sage Fixed Assets
Asset Panda, Microsoft Dynamics 365 Business CentralChanged
Three alternativesNetSuite Fixed Assets Management, Sage Fixed Assets, Zoho Books
no first choiceBricks Fixed Assets, EZOfficeInventory
One alternativeXero
no first choiceagainst: Zoho Booksagainst: Spreadsheets
DeepSeek V4 FlashSage Intacct
Five alternativesAsset Panda, MRI Fixed Asset Accounting, Microsoft Dynamics 365 Business Central, Sage Fixed Assets, Thomson Reuters Fixed Assets CS
Sage Fixed AssetsChanged
Four alternativesAssetTiger, NetSuite Fixed Assets Management, Sage Intacct, Wasp AssetCloud
Sage Fixed Assets
Nine alternativesAsset Panda, AssetTiger, Fiix, IBM Maximo, NetSuite Fixed Assets Management, Snipe-IT, Thomson Reuters Fixed Assets CS, UpKeep, eMaint
AssetTiger
Four alternativesBricks Fixed Assets, EZOfficeInventory, Fixed Asset Pro, WorthIt Fixed Assets
against: Sage Fixed Assets
no first choiceagainst: Bloomberg Tax Fixed Assets, CCH ProSystem fx Fixed Assets, Excel, Oracle NetSuite, QuickBooks, Sage Fixed Assets, Sage Intacct, Xero
Llama 4 MaverickSage Fixed Assets
One alternativeMRI Fixed Asset Accounting
no first choiceChangedno first choiceAssetTigerno first choiceagainst: Spreadsheets
Qwen 3.7 FlashMRI Fixed Asset Accounting
Two alternativesNetAsset, Sage Fixed Assets
Sage Fixed AssetsChanged
Three alternativesAcumatica, MRI Fixed Asset Accounting, Oracle NetSuite
Oracle Fusion Cloud Fixed Assets, SAP
Five alternativesAsset Panda, AssetWorks, IBM Maximo, Microsoft Dynamics 365 Finance, Oracle NetSuite
against: Sage, Zoho Assets
Fixed Asset Pro
Three alternativesAsset Manager, AssetAccountant, EZOfficeInventory
against: Asset Panda, Oracle NetSuite, QuickBooks, Xero
no first choiceagainst: Bloomberg Tax Fixed Assets, CCH ProSystem fx Fixed Assets, Excel, Sage Fixed Assets, Thomson Reuters Fixed Assets CS
Kimi K2Sage Intacct
Three alternativesBloomberg Tax Fixed Assets, Oracle NetSuite, Sage Fixed Assets
Asset Infinity, Sage Fixed AssetsChanged
Two alternativesAsset Panda, NetSuite Fixed Assets Management
Sage Fixed Assets
Eight alternativesAsset Panda, EZOfficeInventory, GoCodes, IBM Maximo, Oracle Fusion Cloud Fixed Assets, Oracle NetSuite, UpKeep, Wasp AssetCloud
Akaunting, AssetAccountant
Three alternativesERPNext, Fixed Asset Pro, GnuCash
no first choiceagainst: Asset Panda, EZOfficeInventoryagainst: Spreadsheets
GLM 4.7 FlashXSage Intacct
Five alternativesAsset Panda, Bassets eDepreciation, GoCodes, MRI Fixed Asset Accounting, Oracle NetSuite
Sage Fixed AssetsChanged
Four alternativesBassets eDepreciation, Fixed Asset Pro, NetSuite Fixed Assets Management, Wasp AssetCloud
NetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed Assets
Twelve alternativesAsset Panda, Bloomberg Tax Fixed Assets, EZOfficeInventory, EquipmentShare, Fleetio, GoCodes, Mitti, PowerPlan Fixed Asset Suite, Sage Fixed Assets, UpKeep, Wasp AssetCloud, eMaint
against: IBM Maximo
AssetAccountant
Three alternativesAssetTiger, Deprecia, xAssets
against: QuickBooks
no first choiceagainst: CCH ProSystem fx Fixed Assets, Enterprise Asset Management (EAM) tools, Fixed Asset Pro, Sage Fixed Assets
MiniMax M2.5Sage Fixed Assets, Sage Intacct
Two alternativesAcumatica Fixed Assets, Asset Panda
against: SAP Asset Accounting
Asset Panda, Sage Fixed AssetsChanged
Two alternativesBassets eDepreciation, Reftab
Asset Panda, EZOfficeInventory
Three alternativesFiix, IBM Maximo, UpKeep
AssetCenter.app, AssetTiger
One alternativeEZOfficeInventory
Sage Fixed Assets
Four alternativesMRI Fixed Asset Accounting, Microsoft Dynamics Asset Management, NetSuite Fixed Assets Management, Oracle Fusion Cloud Fixed Assets
against: Excel, Google Sheets
Bold is the first choiceAlternatives are counted; the count opens them.What the answer argued against

05The 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.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:50yes98 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:40yes35 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:16yes2045 s
Direct recommendationPerplexity Sonarsonar2026-09-17 18:14yes207 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:05yes2517 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 19:29yes2010 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 18:56yes1013 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 19:04yes53 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:24yes1236 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:04yes2232 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:50yes1151 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:00yes931 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:25yes1610 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:57yes25 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:22yes1524 s
ParaphrasePerplexity Sonarsonar2026-09-17 20:08yes195 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:22yes3417 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 21:06yes55 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 20:26yes2017 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:46yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:55yes930 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:02yes818 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:47yes19289 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:37yes817 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 18:42yes97 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:06no06 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:55yes1963 s
ComparativePerplexity Sonarsonar2026-09-17 18:08yes205 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:30yes2117 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 20:07yes89 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 18:48yes2066 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 18:33yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:24no030 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:09yes1023 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:32yes3266 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 21:06yes2030 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:18yes98 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 19:33yes44 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 18:43yes1926 s
Budget constrainedPerplexity Sonarsonar2026-09-17 19:15yes208 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:19yes3017 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 19:41yes78 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:53yes1913 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 20:24yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 19:19yes639 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:41yes1023 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 18:17yes2140 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 20:01yes1637 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 19:07no05 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 18:48no09 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 21:17no049 s
Scale constrainedPerplexity Sonarsonar2026-09-17 21:02yes2011 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 20:27yes129 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 18:22no08 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:59yes1018 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 21:02yes54 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:11no027 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 20:49no036 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 19:52yes2488 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 18:48yes934 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 20:59no02 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 20:52no04 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 19:09yes2121 s
Negative framingPerplexity Sonarsonar2026-09-17 19:53yes206 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 19:08yes1710 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 20:25yes55 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 19:33yes2723 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:54yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 18:52yes1046 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 19:16yes3032 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 20:00yes2159 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:56yes572 s

Normalization in this category

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

Category-scoped readings
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
Unresolved, counted raw
Asset Manager
AssetCenter.app
AssetMAXX
BuilderTrend
Deltek Maconomy
Deprecia
Enterprise Asset Management (EAM) tools
EquipmentShare
Fleetio
Invensis
Limble CMMS
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.
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