AI Indexes
Finance AI Index
September 2026 Edition, published September 17, 2026 · The permanent record of that edition, superseded since. The current standing is on the category page →
Index › Accounting and close › Financial close manageme › Enterprise › September 2026 Edition

Financial close management for enterprise buyers

Asked as “financial close management software”, and as “month-end close software”, on behalf of an enterprise B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
67%
Clear leader
67BlackLine12FloQast08OneStream13others

67% of first choices, clear leader.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.

The standing

Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all twelve models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
01BlackLine67%15%72endorsed leader
02FloQast12%27%59criticized challenger
03OneStream8%10%50accepted challenger
04Workiva4%19%26accepted challenger
05Numeric4%43%21criticized challenger
Show the three products at 0%, ordered by negative rate
07Trintech Cadency0%16%19accepted challenger
06Trintech0%5%19accepted challenger
08HighRadius0%0%11accepted challenger
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 ten head-to-head pages: the top five products, each against each

One product takes 67% of first choices here, so the chart would put seven markers in one corner and one at the far edge. The two measurements it plots are columns in the standing above: share, and the negative label rate. Two products carry a negative rate above 25% in this category.

What they warned about

Four of twelve models held their first choice under the paraphrase. GPT-5.4 mini, Gemini 3.5 Flash, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, 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.
FloQast
27%
16 of 59 labels negative · 10 of 12 models · 4 hard negative
“"Mid-Market Tools (Avoid for Large Enterprises) Tools like **FloQast** ($30k-$80k/year) are designed for mid-market companies and often lack the scalability"” Muse Glimmer 30B, negative prompt
BlackLine
15%
11 of 72 labels negative · 9 of 12 models
“BlackLine require approximately six months for implementation on average and companies typically need a dedicated team to manage setup and ongoing administration, making them resource-intensive” Claude Haiku 4.5, negative prompt
Numeric
43%
9 of 21 labels negative · 8 of 12 models · 3 hard negative
“"become unpredictable/expensive at thousands of users ($360K+/mo), so avoid for your scale"” Muse Glimmer 30B, negative prompt
OneStream
10%
5 of 50 labels negative · 5 of 12 models
“Enterprise platforms like BlackLine and OneStream can fit large firms, but the sources repeatedly warn about long implementation timelines” Perplexity Sonar, negative prompt

What they cite

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

Sites the answers cite

79 of 84 answers in this category came back with a source list, from 14 of 12 models: citations where the model returns them, or the search results it consulted. 1086 links across 255 sites, every framing counted. Ranked by the number of answers carrying the site or page.

vendor site · Bluecopa47 answers · 78 citations · 11 models
vendor site · Numeric42 answers · 60 citations · 12 models
vendor site · Guideflow39 answers · 40 citations · 11 models
vendor site · G238 answers · 38 citations · 11 models
vendor site · Maxima30 answers · 35 citations · 10 models
vendor site · G226 answers · 38 citations · 9 models
vendor site · Datarails25 answers · 31 citations · 11 models
vendor site · Prophix23 answers · 24 citations · 10 models
vendor site · Tabs23 answers · 23 citations · 10 models
vendor site · BlackLine20 answers · 24 citations · 11 models
18 answers · 25 citations · 9 models
18 answers · 24 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 financial close management software”, “close management tools”, “financial close management software”. 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
BlackLine blackline.com67%42527,1001,25528,740$4,066799
FloQast floqast.com12%3779,90019441,324$5,03976
OneStream onestream.com8%47812,10070332,233$361201
Workiva workiva.com4%59622,20052458,186$23644
Numeric numeric.io4%21812,10038,00694,254$42693
Oracle Fusion oracle.com
Oracle Fusion Cloud EPM 2%, Oracle 0%
2%273450,00066,6117,410,638 company$247101
Redwood redwood.com2%47
Vena venasolutions.com2%34412,1003,92862,294$13,79258
Trintech trintech.com
Trintech 0%, Trintech Cadency 0%
0%1011,9004430,37013
HighRadius highradius.com0%6916,600118294,561$2,2721201

Google's top ten for the three searches hold 15 sites; 3 of them are among the sites the models cited here (blackline.com, g2.com, numeric.io). The first result for “best financial close management software” is bcsprosoft.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 financial close management software for an enterprise B2B company?”Paraphrase“Which month-end close software would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade close management tools and how do they differ?”Budget-constrained“What is the best financial close management 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 financial close management software. What should we look at?”Negative“Which close management tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5BlackLine
Three alternativesHighRadius, OneStream, Workiva
BlackLineHeld
Two alternativesFloQast, OneStream
BlackLine
Three alternativesFloQast, OneStream, Trintech
Numeric, Venaagainst: BlackLine, OneStreamno first choiceagainst: BlackLine, Planful, Workiva
GPT-5.4 miniBlackLine, Oracle Fusion Cloud EPM
One alternativeOneStream
BlackLineChanged
Two alternativesFloQast, Oracle Financial Consolidation and Close / Hyperion Financial Close Management
BlackLine, Trintech Cadency
Three alternativesFloQast, Oracle Fusion Cloud EPM, Prophix One Financial Close and Consolidation
against: Numeric
BlackLine
Two alternativesOracle Financial Consolidation and Close, Workiva
against: Microsoft Dynamics 365 Finance
no first choicenothing named
Gemini 3.5 FlashBlackLine
Six alternativesCCH Tagetik, FloQast, Maxima AI, Numeric, OneStream, Trintech Cadency
BlackLine, FloQastChanged
Two alternativesOneStream, Trintech
BlackLine, FloQast
Five alternativesNumeric, OneStream, Oracle Fusion Cloud EPM, Trintech – Cadency, Wolters Kluwer – CCH Tagetik
Redwood
Three alternativesLedge, OneStream, Trintech Cadency
against: BlackLine, FloQast
BlackLine
Five alternativesCCH Tagetik, FloQast, OneStream, Oracle Fusion Cloud EPM, Trintech Cadency
against: Asana, BlackLine, FloQast, Monday.com, Numeric, Oracle Financial Consolidation and Close, SAP Financial Closing Cockpit, Smartsheet, Trello, Trintech Adra
Perplexity SonarBlackLine
Three alternativesHighRadius, OneStream, Workiva
BlackLineHeld
Two alternativesCCH Tagetik, OneStream
against: FloQast
Salesforce
Four alternativesBitrix24, HubSpot Sales Hub, SAP Sales Cloud / SAP CX, Zoho CRM
against: monday CRM
OneStream
Two alternativesBlackLine, CCH Tagetik
no first choiceagainst: BlackLine, Cube, Datarails, Drivetrain, OneStream, Vena
Grok 4.1 FastBlackLine
Five alternativesCCH Tagetik, FloQast, OneStream, Oracle Fusion Cloud EPM, Trintech
BlackLineHeld
Two alternativesOneStream, Trintech
against: FloQast, Workiva
Salesforce
Six alternativesClari, Gong, HubSpot Sales Hub, Outreach, Pipedrive, Zoho CRM
BlackLine
Three alternativesOneStream, Trintech, Workiva
against: FloQast, Numeric
no first choiceagainst: Close.io, FloQast, IBM Cognos Controller, Numeric, Trintech
Mistral SmallBlackLine, Workiva
Four alternativesFloQast, IBM Cognos Controller, OneStream, SAP Cloud ERP
BlackLine, FloQastChangedBlackLine
Three alternativesOneStream, Trintech Cadency, Workiva
BlackLineagainst: Oracle Hyperion Financial Close Management, Workday Adaptive Planningno first choiceagainst: IBM Cognos Controller
DeepSeek V4 FlashBlackLine, Workiva
Four alternativesFloQast, OneStream, Oracle Fusion Cloud EPM, Trintech
BlackLineChanged
Two alternativesOneStream, Trintech
against: FloQast
BlackLine
Seven alternativesCCH Tagetik, FloQast, OneStream, Oracle Fusion Cloud EPM, SAP Close, Trintech, Workiva
FloQast
One alternativeBlackLine
against: CCH Tagetik, OneStream, Trintech Cadency, Workiva
no first choiceagainst: BlackLineagainst: FloQast
Llama 4 Maverickno first choiceFloQastChanged
Two alternativesBlackLine, SAP Cloud ERP
BlackLine
Two alternativesFloQast, Samyx Recon
BlackLineno first choiceagainst: BlackLine, FloQast, Numeric
Qwen 3.7 FlashBlackLine
Four alternativesFloQast, Sovren, Trintech, Trintech Cadency
BlackLine, OneStreamChanged
Two alternativesFloQast, Vena
BlackLine
Four alternativesFloQast, Numeric, OneStream, Workiva
FloQast
One alternativeBlackLine
against: Budgyt, Numeric, OneStream, Planful, Vena
no first choicenothing named
Kimi K2BlackLine
Four alternativesBluecopa, Planful, Trintech, Workiva
BlackLineHeld
One alternativeOneStream
against: FloQast
BlackLine
Six alternativesFloQast, HighRadius, Numeric, OneStream, Trintech Cadency, Workiva
BlackLine
Two alternativesFloQast, OneStream
against: Trintech Cadency, Workiva
BlackLine
Two alternativesFloQast, Workiva
against: Numeric
against: Asana, Datarails, FloQast, Trello, Vena
GLM 4.7 FlashXBlackLine, OneStream
Six alternativesFloQast, SAP Cloud ERP, SAP S/4HANA, Tabs, Trintech, Workiva
BlackLineChanged
Two alternativesOneStream, Workiva
against: FloQast, Numeric
BlackLine
Four alternativesFloQast, HighRadius, Numeric, OneStream
Numeric
One alternativeCloseCore
against: BlackLine, FloQast, OneStream, Planful
no first choiceagainst: Jira, Microsoft 365 Project / Planner, Monday.com
MiniMax M2.5BlackLine, OneStream
One alternativeSAP Cloud ERP
BlackLineChanged
Three alternativesFloQast, OneStream, Workiva
BlackLine
Five alternativesFloQast, OneStream, Planful, Trintech, Workiva
no first choiceno first choiceagainst: BlackLine, FloQast, Workiva
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
Seventy-two rows: every prompt, every model, every answer.
PromptModelVersion stringTime (UTC)SearchedSourcesLatency
Direct recommendationClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 08:02yes97 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 08:30yes35 s
Direct recommendationGemini 3.5 Flashgemini-3.5-flash2026-10-01 08:25yes1831 s
Direct recommendationPerplexity Sonarsonar2026-10-01 10:53yes173 s
Direct recommendationGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 09:10yes2411 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-10-01 09:00yes56 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 09:52yes2038 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 11:10yes51 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 10:02no029 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-10-01 08:15yes1013 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 08:28yes1090 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 10:30yes1835 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 08:49yes98 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 08:45yes35 s
ParaphraseGemini 3.5 Flashgemini-3.5-flash2026-10-01 10:20yes1121 s
ParaphrasePerplexity Sonarsonar2026-10-01 10:35yes193 s
ParaphraseGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 07:52yes187 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-10-01 09:55yes53 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 09:26yes2226 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 11:07yes52 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 08:09no036 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-10-01 10:39yes2029 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 11:14yes2468 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 08:29yes1334 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 11:09yes1711 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 11:03yes410 s
ComparativeGemini 3.5 Flashgemini-3.5-flash2026-10-01 09:56yes1727 s
ComparativePerplexity Sonarsonar2026-10-01 08:55yes264 s
ComparativeGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 10:46yes219 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-10-01 08:42yes1211 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 11:15yes2050 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 08:09yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 11:23yes530 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-10-01 08:44yes1929 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 11:10yes1328 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 09:17yes1224 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 08:28yes1517 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 09:30yes48 s
Budget constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-01 08:02yes2439 s
Budget constrainedPerplexity Sonarsonar2026-10-01 09:50yes184 s
Budget constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 10:51yes199 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-10-01 10:23yes2010 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 08:52yes2524 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 08:33yes51 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 10:38yes16145 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-01 09:55yes2233 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 07:56yes1737 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 10:34yes558 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 10:20yes1913 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 08:12no09 s
Scale constrainedGemini 3.5 Flashgemini-3.5-flash2026-10-01 10:57yes727 s
Scale constrainedPerplexity Sonarsonar2026-10-01 11:15yes208 s
Scale constrainedGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 08:41yes1910 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-10-01 11:16no06 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 09:22yes2538 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 11:14yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 09:10no036 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-10-01 09:57yes1324 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 08:26yes1424 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 09:47yes538 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-10-01 10:02yes2612 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-10-01 08:35yes56 s
Negative framingGemini 3.5 Flashgemini-3.5-flash2026-10-01 08:41yes1230 s
Negative framingPerplexity Sonarsonar2026-10-01 07:43yes183 s
Negative framingGrok 4.1 Fastspacexai/grok-4.1-fast-non-reasoning via vertex2026-10-01 07:50yes2311 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-10-01 10:35yes56 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-10-01 10:13yes2246 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-10-01 08:15yes52 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-10-01 10:42yes549 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-10-01 11:20yes2425 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-10-01 09:16yes2357 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-10-01 11:00yes2331 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
Adra read as Trintech Adra
Adra (by Trintech) read as Trintech Adra
Finance Automation by Redwood read as Redwood
Oracle Cloud EPM read as Oracle Fusion Cloud EPM
Oracle EPM read as Oracle Fusion Cloud EPM
Oracle FCCS read as Oracle Financial Consolidation and Close
Prophix One read as Prophix
Salesforce Sales Cloud read as Salesforce
Vena Solutions read as Vena
Wolters Kluwer (CCH Tagetik) read as CCH Tagetik
Wolters Kluwer CCH Tagetik read as CCH Tagetik
Unresolved, counted raw
Adra Suite
Aico Financial Close Platform
Close.io
DualEntry Close Management
Maxima AI
Microsoft 365 Project / Planner
Oracle Financial Consolidation and Close / Hyperion Financial Close Management
Oracle Sales Cloud
Prophix One Financial Close and Consolidation
Redwood Software
SAP Close
SAP Sales Cloud / SAP CX
Samyx Recon
SkyStem
Sovren
Trintech – Cadency
Wolters Kluwer – CCH Tagetik
Discontinued, still offered
No shut-down product was recommended here.
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