Finance AI Index
Index Accounting and close Accounting software › Enterprise September 2026 Edition

Accounting software for enterprise buyers

Asked as “accounting software”, and as “general ledger software”, on behalf of an enterprise B2B company. 48 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing
Contested
35% 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 an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01Oracle NetSuite35%18%62endorsed leader
02Acumatica19%0%23accepted challenger
03SAP S/4HANA Finance15%0%14accepted challenger
04SAP S/4HANA10%24%41accepted challenger
05Sage Intacct8%12%40accepted challenger
06Oracle Fusion Cloud ERP8%10%21accepted challenger
07Microsoft Dynamics 365 Finance2%9%45accepted challenger
Show the three products at 0%, ordered by negative rate
10Xero0%79%19criticized challenger
09QuickBooks0%73%15criticized challenger
08Workday Financial Management0%15%26accepted 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
03
04
05
06
07
08
09
10
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative50%
Key
01Oracle NetSuite35%
02Acumatica19%
03SAP S/4HANA Finance15%
04SAP S/4HANA10%
05Sage Intacct8%
06Oracle Fusion Cloud ERP8%
07Microsoft Dynamics 365 Finance2%
08Workday Financial Management0%
09QuickBooks0%
10Xero0%

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.
QuickBooks
73%
11 of 15 labels negative · 10 of 12 models · 8 hard negative
“Platforms to avoid or scrutinize closely include: **QuickBooks Enterprise** if you need full cloud-native infrastructure, multi-entity consolidated reporting, or full ERP capabilities” Perplexity Sonar, negative prompt
Xero
79%
15 of 19 labels negative · 9 of 12 models · 9 hard negative
“Single-entity focus (separate databases per entity, no native multi-entity consolidation or intercompany eliminations)” Grok 4.1 Fast, negative prompt
SAP S/4HANA
24%
10 of 41 labels negative · 8 of 12 models
“charge on a **per-user, per-month** basis ... your software license costs alone will exceed **$3.6 million annually**” Gemini 3.5 Flash, budget prompt
Oracle NetSuite
18%
11 of 62 labels negative · 6 of 12 models · 1 hard negative
“Where I'd steer you away... it's really aimed at the **mid-market** ... not typically the best fit for a large multinational” DeepSeek V4 Flash, paraphrase 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

65 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. 6 of those lists are Google grounding redirects that name no site and are left out of the counts. 824 links across 272 sites, every framing counted. Ranked by the number of answers carrying the site or page.

27 answers · 30 citations · 9 models
24 answers · 25 citations · 10 models
23 answers · 23 citations · 9 models
vendor site · Ramp22 answers · 23 citations · 9 models
vendor site · NetSuite19 answers · 25 citations · 8 models
18 answers · 32 citations · 9 models
18 answers · 28 citations · 9 models
18 answers · 21 citations · 9 models
17 answers · 19 citations · 7 models
17 answers · 18 citations · 8 models
17 answers · 17 citations · 9 models
15 answers · 24 citations · 7 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 accounting software for an enterprise B2B company?”Paraphrase“Which general ledger software would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade accounting platforms and how do they differ?”Budget-constrained“What is the best 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 an accounting software. What should we look at?”Negative“Which accounting platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Oracle NetSuite
One alternativeBilltrust
SAP S/4HANAChanged
Two alternativesMicrosoft Dynamics 365 Finance, Oracle NetSuite
no first choiceAcumatica
One alternativeMicrosoft Dynamics 365
against: Oracle NetSuite
no first choiceagainst: QuickBooks, Xero
GPT-5.4 miniOracle Fusion Cloud ERP
Three alternativesMicrosoft Dynamics 365 Finance, SAP S/4HANA, Sage Intacct
Oracle Fusion Cloud Financials / Oracle General Ledger, SAP S/4HANA FinanceChanged
Two alternativesMicrosoft Dynamics 365 Finance, Sage Intacct
Oracle Fusion Cloud Financials, SAP S/4HANA Finance
Four alternativesInfor CloudSuite Financials, Microsoft Dynamics 365 Finance, Oracle NetSuite, Workday Financial Management
Oracle Fusion Cloud ERP
One alternativeSAP S/4HANA
against: Microsoft Dynamics 365 Finance
no first choicenothing named
Gemini 3.5 FlashOracle NetSuite, Sage Intacct
Three alternativesAcumatica, Microsoft Dynamics 365 Finance, SAP S/4HANA
against: QuickBooks Online, Xero
Oracle Fusion Cloud ERP, SAP S/4HANA FinanceChanged
Three alternativesMicrosoft Dynamics 365 Finance, Oracle NetSuite, Workday Financial Management
Oracle Fusion Cloud ERP, SAP S/4HANA
Four alternativesMicrosoft Dynamics 365 Finance, Oracle NetSuite, Sage Intacct, Workday Financial Management
Acumatica
Two alternativesMicrosoft Dynamics 365 Finance, Odoo
against: Oracle NetSuite, SAP S/4HANA, Workday Financial Management
Oracle NetSuite, Sage Intacct
Three alternativesOracle Fusion Cloud ERP, SAP S/4HANA, Workday Financial Management
against: FreshBooks, Intuit Enterprise Suite, Microsoft Dynamics 365 Business Central, Oracle NetSuite, QuickBooks Online, Sage Intacct, Wave, Xero, Zoho Books
Perplexity SonarOracle NetSuite
Three alternativesMicrosoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Sage Intacct
SAP S/4HANA FinanceChanged
Two alternativesOracle NetSuite, Sage Intacct
no first choiceAcumatica
One alternativeOracle NetSuite
against: Oracle Fusion Cloud ERP, SAP S/4HANA
no first choiceagainst: QuickBooks, SAP Business One, Wave, Zoho Books
Grok 4.1 FastOracle NetSuite
Four alternativesMicrosoft Dynamics 365 Finance, SAP S/4HANA, Sage Intacct, Workday Financial Management
SAP S/4HANAChanged
Three alternativesMicrosoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Workday Financial Management
against: Oracle NetSuite
Oracle NetSuite
Four alternativesMicrosoft Dynamics 365 Finance, SAP S/4HANA, Sage Intacct, Workday Financial Management
Acumaticaagainst: Microsoft Dynamics 365 Finance, Oracle NetSuite, SAP S/4HANA, Sage Intacct, Workday Financial ManagementAcumatica, Oracle NetSuite, Sage Intacctagainst: FreshBooks, Oracle NetSuite, QuickBooks, Wave, Xero
Mistral SmallOracle NetSuite
Two alternativesMicrosoft Dynamics 365 Finance, SAP S/4HANA
SAP S/4HANA FinanceChanged
Two alternativesMicrosoft Dynamics 365 Finance, Oracle NetSuite
Oracle NetSuite
Six alternativesAcumatica, Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, SAP S/4HANA, Sage Intacct, Workday Financial Management
against: QuickBooks
Microsoft Dynamics 365 Finance
One alternativeOracle NetSuite
against: SAP S/4HANA
no first choiceagainst: QuickBooks Desktop
DeepSeek V4 FlashOracle NetSuite
Two alternativesMicrosoft Dynamics 365, Sage Intacct
against: SAP S/4HANA
SAP S/4HANA FinanceChanged
Three alternativesMicrosoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Workday Financial Management
against: Oracle NetSuite
Oracle NetSuite, SAP S/4HANA Finance
Five alternativesAcumatica, BlackLine, Microsoft Dynamics 365 Finance, Sage Intacct, Workday Financial Management
Acumaticaagainst: Microsoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Oracle NetSuite, SAP S/4HANA, Xerono first choiceagainst: FreshBooks, Intuit Enterprise Suite, Oracle NetSuite, QuickBooks, SAP S/4HANA, Workday Financial Management, Xero, Zoho Books
Llama 4 MaverickOracle NetSuite
Three alternativesMicrosoft Dynamics 365 Finance, SAP S/4HANA, Sage Intacct
Oracle NetSuite, SAP S/4HANA FinanceChangedOracle NetSuite
Five alternativesAcumatica, Microsoft Dynamics 365 Finance, SAP S/4HANA, Sage Intacct, Workday Financial Management
Oracle NetSuite
One alternativeRamp
Oracle NetSuite
Two alternativesAcumatica, SAP S/4HANA Finance
against: BlackLine, FinStackk, Odoo, QuickBooks, Xero
Qwen 3.7 FlashOracle NetSuite
Four alternativesAcumatica, Microsoft Dynamics 365 Finance, SAP S/4HANA, Sage X3
SAP S/4HANAChanged
Three alternativesMicrosoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Oracle NetSuite
against: QuickBooks, Xero
no first choiceagainst: SAP S/4HANAAcumaticaagainst: Microsoft Dynamics 365, Oracle NetSuite, SAP, Xerono first choiceagainst: Microsoft Excel, QuickBooks Desktop, QuickBooks Online, Sage 50, Xero
Kimi K2Oracle NetSuite
Three alternativesMicrosoft Dynamics 365 Finance, SAP S/4HANA, Sage Intacct
Oracle Fusion Cloud ERP, SAP S/4HANAChanged
Three alternativesOracle NetSuite, Sage Intacct, Workday Financial Management
SAP S/4HANA
Five alternativesMicrosoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Oracle NetSuite, Sage Intacct, Workday Financial Management
Acumatica
Two alternativesOracle NetSuite, SAP S/4HANA
against: Microsoft Dynamics 365 Finance, Sage Intacct
Sage Intacct
Two alternativesOracle NetSuite, SAP S/4HANA Finance
against: FreshBooks, IFS Cloud, Microsoft Dynamics 365, Oracle Cloud/NetSuite, QuickBooks, SAP S/4HANA, Sage 50, Wave, Workday Financial Management, Xero
GLM 4.7 FlashXOracle NetSuite
Four alternativesMicrosoft Dynamics 365 Finance, QuickBooks, Sage Intacct, Xero
SAP S/4HANA FinanceChanged
Four alternativesMicrosoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Oracle NetSuite, Workday Financial Management
no first choiceOracle NetSuite, SAP S/4HANA
Two alternativesAcumatica, Microsoft Dynamics 365 Finance
against: QuickBooks, Xero
no first choiceagainst: Bench Accounting, FreshBooks, QuickBooks, QuickBooks Desktop, QuickBooks Online, Ramp, Sage, Sage 50, Sage Intacct, Wave, Xero, Zoho Books
MiniMax M2.5Oracle NetSuite
Three alternativesMicrosoft Dynamics 365 Finance, SAP S/4HANA, Sage Intacct
no first choiceChangedagainst: BlackLine, CCH Tagetik, Sage IntacctSAP S/4HANA
Four alternativesMicrosoft Dynamics 365 Finance, Oracle Fusion Cloud ERP, Oracle NetSuite, Workday Financial Management
Acumaticaagainst: Oracle NetSuite, SAP S/4HANA, Xerono first choiceagainst: QuickBooks, Xero
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 17:27yes97 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:45yes36 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:34yes1726 s
Direct recommendationPerplexity Sonarsonar2026-09-17 17:29yes174 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:36yes1415 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-09-17 17:37yes54 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 17:49yes1229 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:39yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:41yes1567 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:33yes1036 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:32yes838 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:28yes517 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:46no05 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:30yes28 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:40yes1024 s
ParaphrasePerplexity Sonarsonar2026-09-17 17:33yes205 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:40yes158 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-09-17 17:38yes55 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:34yes1518 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:37yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:28yes1556 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:43yes1560 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:28yes1430 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:39yes560 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:42yes1811 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:43yes710 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:44yes2226 s
ComparativePerplexity Sonarsonar2026-09-17 17:40yes179 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:41yes149 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-09-17 17:42yes55 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-09-17 17:32yes2883 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:29yes52 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:30yes1033 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:35yes1024 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:39no030 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:47yes522 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:34yes1911 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:26yes28 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:48yes1727 s
Budget constrainedPerplexity Sonarsonar2026-09-17 17:46yes205 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:47yes3216 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 17:38yes2013 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:47yes2021 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:42yes53 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:30yes538 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:36yes2531 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:39yes1971 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:26yes2155 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:39yes1911 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:42no07 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:36yes726 s
Scale constrainedPerplexity Sonarsonar2026-09-17 17:46yes209 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:36yes1413 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-09-17 17:31no06 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:36yes2424 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:45yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:37no031 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:40yes1527 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:26yes1540 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:46yes529 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-09-17 17:45yes1710 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-09-17 17:35no05 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-09-17 17:34yes1325 s
Negative framingPerplexity Sonarsonar2026-09-17 17:26yes207 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-09-17 17:34yes2411 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-09-17 17:29yes55 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via fireworks2026-09-17 17:46yes3039 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-09-17 17:39yes55 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-09-17 17:45no037 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-09-17 17:35yes2940 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-09-17 17:54yes3466 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-09-17 17:40yes2235 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
Acumatica Cloud ERP read as Acumatica
Bench read as Bench Accounting
Dynamics 365 Business Central read as Microsoft Dynamics 365 Business Central
Microsoft Dynamics read as Microsoft Dynamics 365
Microsoft Dynamics 365 Finance & Operations read as Microsoft Dynamics 365 Finance
NetSuite read as Oracle NetSuite
NetSuite (Oracle Cloud ERP) read as Oracle NetSuite
NetSuite (Oracle NetSuite) read as Oracle NetSuite
Odoo Accounting read as Odoo
Oracle Cloud ERP read as Oracle Fusion Cloud ERP
Oracle ERP read as Oracle Fusion Cloud ERP
Oracle ERP Cloud read as Oracle Fusion Cloud ERP
Oracle Fusion Cloud read as Oracle Fusion Cloud ERP
Oracle Fusion Cloud Financial Management read as Oracle Fusion Cloud Financials
Wave Accounting read as Wave
Workday read as Workday Financial Management
Workday Financials read as Workday Financial Management
Unresolved, counted raw
Comp AI
Fulfil
Oracle Cloud/NetSuite
Oracle Fusion Cloud Financials / Oracle General Ledger
Discontinued, still offered
No shut-down product was recommended here.
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