Index › Finance › Tax and compliance › Corporate tax provision › Enterprise · November 2026 Edition

Corporate tax provision for enterprise buyers

Asked as “corporate tax provision software”, and as “income tax compliance software”, on behalf of an enterprise B2B company. 52 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
77Thomson Reuters ONESOURCE Tax Provision08CSC Corptax Accounting for Income Taxes04Vertex12others

77% of first choices, clear leader.

Since October 2026▲+31Since October 2026: 46% → 77%, +31 points. Past the 10-point floor: movement.Thomson Reuters ONESOURCE Tax Provision held the lead, +31 points on 46%, 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
01Thomson Reuters ONESOURCE Tax Provision77%7%68endorsed leader▲+31Since October 2026: 46% → 77%, +31 points. Past the 10-point floor: movement.46% → 77%
02CSC Corptax Accounting for Income Taxes8%6%50accepted challenger▼−4Since October 2026: 12% → 8%, −4 points. Inside the 10-point floor: within noise.12% → 8%
03Vertex4%27%15criticized challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 10-point floor: within noise.2% → 4%
04Longview Tax2%8%38accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise.2% → 2%
05OneStream Tax Provision2%0%15accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise.0% → 2%
Show the five products at 0%, ordered by negative rate
10Avalara0%25%12criticized challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%
07Oracle Tax Reporting0%17%18accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.0% → 0%
09Sovos Tax Provision0%14%14accepted challenger▼−2Since October 2026: 2% → 0%, −2 points. Inside the 10-point floor: within noise.2% → 0%
06Bloomberg Tax Provision0%14%29accepted challenger▼−4Since October 2026: 4% → 0%, −4 points. Inside the 10-point floor: within noise.4% → 0%
08Vertex Tax Accounting0%0%10accepted challenger=heldSince October 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise.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 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

One product takes 77% of first choices here, so the chart would put nine 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

Ten of fourteen models held their first choice under the paraphrase. Mistral Small, Qwen 3.7 Flash, 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.
Excel
100%
5 of 5 labels negative · 5 of 14 models · 4 hard negative
“While Excel is still widely used, it is error-prone, lacks audit trails, and does not scale well for large, multi-entity organizations.” Mistral Small, negative prompt
Thomson Reuters ONESOURCE Tax Provision
7%
5 of 68 labels negative · 4 of 14 models · 2 hard negative
“Avoid pure standalone Tax engines with per-seat licensing: Named-user fees for 1,000+ users on specialized tax engines are rarely cost-effective.” Gemini 3.5 Flash, budget prompt
CSC Corptax Accounting for Income Taxes
6%
3 of 50 labels negative · 3 of 14 models · 1 hard negative
“avoid or be cautious about Longview, ONESOURCE, Workiva, Oracle Tax Reporting, and Corptax” Muse Glimmer 30B, negative prompt
Oracle Tax Reporting
17%
3 of 18 labels negative · 3 of 14 models · 1 hard negative
“avoid or be cautious about Longview, ONESOURCE, Workiva, Oracle Tax Reporting, and Corptax” Muse Glimmer 30B, negative 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

75 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. 939 links across 226 sites, every framing counted. Ranked by the number of answers carrying the site or page. 85 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.

vendor site · Thomson Reuters53 answers · 148 citations · 14 models
publisher (Gane)38 answers · 42 citations · 10 models
vendor site · Bloomberg Tax20 answers · 36 citations · 10 models
20 answers · 30 citations · 12 models
18 answers · 27 citations · 11 models
17 answers · 25 citations · 9 models
vendor site · Sourceforge15 answers · 15 citations · 9 models
12 answers · 17 citations · 8 models
12 answers · 13 citations · 6 models
12 answers · 12 citations · 9 models
vendor site · G212 answers · 12 citations · 8 models
vendor site · insightsoftware11 answers · 13 citations · 8 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 corporate tax provision software”, “corporate tax provision software”, “tax provision 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
Thomson Reuters thomsonreuters.com
Thomson Reuters ONESOURCE Tax Provision 77%, Thomson Reuters ONESOURCE Income Tax 0%
77%1492003,055,379 company$3131202
CSC cscglobal.com
CSC Corptax Accounting for Income Taxes 8%, CSC Corptax AIT 0%
8%87100,643 company$72495
Vertex vertexinc.com
Vertex 4%, Vertex Tax Accounting 0%, Vertex Tax Provision 0%, Vertex Corporate Tax 0%
4%190110,00013,80732,080$3,97569
OneStream onestream.com
OneStream Tax Provision 2%, OneStream 2%
4%55312,10070332,233$361201
Longview longviewsystems.com
Longview Tax 2%
2%11550591,157 company
Avii Workspace2%
Thomson Reuters – CorpTax2%
Wolters Kluwer CCH solutions2%
Bloomberg Tax bloombergtax.com
Bloomberg Tax Provision 0%
0%99900189,229 company371
Oracle parent site
Oracle Tax Reporting 0%, Oracle EPM 0%
0%36450,00066,611

Google's top ten for the three searches hold 15 sites; 6 of them are among the sites the models cited here (cbh.com, cscglobal.com, insightsoftware.com, pro.bloombergtax.com, sourceforge.net, tax.thomsonreuters.com). The first result for “best corporate tax provision software” is theaccessgroup.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 corporate tax provision software for an enterprise B2B company?”Paraphrase“Which income tax compliance software would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade tax provision tools and how do they differ?”Budget-constrained“What is the best corporate tax provision 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 corporate tax provision software. What should we look at?”Negative“Which tax provision tools should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5Thomson Reuters ONESOURCE Tax Provision
Five alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, OneStream Tax Provision, SAP Tax Compliance, Vertex Tax Provision
Thomson Reuters ONESOURCE Tax ProvisionHeld
Two alternativesADP Workforce Now, CSC Corptax Accounting for Income Taxes
Thomson Reuters ONESOURCE Tax Provision
Three alternativesBloomberg Tax Provision, CSC Corptax AIT, Longview Tax
Avii Workspace
Two alternativesBloomberg Tax Provision, Thomson Reuters ONESOURCE Tax Provision
no first choiceagainst: Excel spreadsheets
GPT-5.4 miniThomson Reuters ONESOURCE Tax Provision
Three alternativesLongview Tax, Oracle Tax Reporting, Wolters Kluwer
Thomson Reuters ONESOURCE Tax ProvisionHeld
Four alternativesAvalara, Longview Tax, Vertex, Wolters Kluwer CCH / CorpTax
Thomson Reuters ONESOURCE Tax Provision
Three alternativesCCH Tagetik Tax Provision & Reporting, Longview Tax, Oracle Tax Reporting
Thomson Reuters ONESOURCE Tax Provision
One alternativeLongview Tax
no first choicenothing named
Gemini 3.5 FlashThomson Reuters ONESOURCE Tax Provision
Six alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, Longview Tax, OneStream Tax Provision, Oracle Tax Reporting, Workiva Tax and Provision
Thomson Reuters ONESOURCE Tax ProvisionHeld
Three alternativesCSC Corptax Accounting for Income Taxes, Longview Tax, Wolters Kluwer CCH Integrator
Thomson Reuters ONESOURCE Tax Provision
Five alternativesCCH Tagetik Corporate Tax Provision, CSC Corptax Accounting for Income Taxes, Longview Tax, OneStream, Oracle EPM
OneStream
Three alternativesCSC Corptax Accounting for Income Taxes, Oracle Fusion Cloud EPM, Wolters Kluwer CCH Tagetik Tax Provision
against: Bloomberg Tax Provision, Thomson Reuters ONESOURCE Tax Provision
Thomson Reuters ONESOURCE Tax Provision
Four alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, Longview Tax, Wolters Kluwer
against: Anaplan, CSC Corptax Accounting for Income Taxes, Oracle EPM Tax, Thomson Reuters ONESOURCE Tax Provision, Vertex, Wolters Kluwer CCH Integrator, Workday Adaptive Planning
Perplexity SonarThomson Reuters ONESOURCE Tax Provision
Three alternativesCSC Corptax Accounting for Income Taxes, Longview Tax, Oracle Tax Reporting
against: Vertex
Thomson Reuters ONESOURCE Tax ProvisionHeld
Two alternativesCSC Corptax Accounting for Income Taxes, Sovos Tax Provision
against: Vertex
Thomson Reuters ONESOURCE Tax Provision
Six alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, Longview Tax, Oracle Tax Reporting, PowerPlan, SAP tax capabilities
against: Avalara, Vertex Income Tax
Thomson Reuters ONESOURCE Tax Provision
One alternativeCSC Corptax Accounting for Income Taxes
no first choicenothing named
Grok 4.20Thomson Reuters ONESOURCE Tax Provision
Three alternativesCSC Corptax Accounting for Income Taxes, Longview Tax, Vertex Corporate Tax
against: Sovos Tax Provision
Thomson Reuters ONESOURCE Tax ProvisionHeld
One alternativeCSC Corptax Accounting for Income Taxes
against: Avalara
Thomson Reuters ONESOURCE Tax Provision
Five alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, Exactera Tax Provision, Longview Tax, Vertex Tax Accounting
Thomson Reuters ONESOURCE Tax Provision
Two alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes
Thomson Reuters ONESOURCE Tax Provision
Four alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, Longview Tax, Wolters Kluwer CCH Tagetik Tax Provision
against: Oracle Tax Management, SAP Tax Provisioning, Workday Tax
against: Standalone Spreadsheets
Mistral SmallThomson Reuters ONESOURCE Tax Provision
Two alternativesCCH Axcess Tax, CSC Corptax Accounting for Income Taxes
Thomson Reuters ONESOURCE Tax Provision, VertexChanged
One alternativeAvalara
Thomson Reuters ONESOURCE Tax Provision
Seven alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, Longview Tax, OneStream Tax Provision, Oracle Tax Reporting, PowerPlan, Vertex Tax Accounting
Thomson Reuters ONESOURCE Tax Provision
Two alternativesOneStream Tax Provision, Vertex Tax Accounting
no first choiceagainst: Excel
DeepSeek V4 FlashThomson Reuters ONESOURCE Tax Provision
Two alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes
Thomson Reuters ONESOURCE Tax ProvisionHeld
One alternativeCSC Corptax Accounting for Income Taxes
against: Vertex, Wolters Kluwer
Thomson Reuters ONESOURCE Tax Provision
Five alternativesBloomberg Tax Provision, CCH Tagetik Tax Provision & Reporting, OneStream Tax Provision, Oracle Tax Reporting, Vertex Tax Accounting
CSC Corptax Accounting for Income Taxes, Thomson Reuters ONESOURCE Tax Provisionagainst: Bloomberg Tax Provision, Longview Tax, Oracle Tax ReportingThomson Reuters ONESOURCE Tax Provision
Two alternativesCSC Corptax Accounting for Income Taxes, Longview Tax
against: Bloomberg Tax Provision, Lucasys Tax Provision
against: Bloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, Excel, Longview Tax, TaxAct Business, Thomson Reuters ONESOURCE Tax Provision, TurboTax Business
Llama 4 MaverickThomson Reuters ONESOURCE Tax Provision
Five alternativesAvalara, CSC Corptax Accounting for Income Taxes, OneStream Tax Provision, Taxfyle, Vertex Tax Accounting
Thomson Reuters ONESOURCE Tax ProvisionHeld
Two alternativesRhino Making Tax Digital, Sovos Tax Provision
no first choiceThomson Reuters ONESOURCE Tax Provisionno first choiceagainst: Excel
Qwen 3.7 FlashCSC Corptax Accounting for Income Taxes, Thomson Reuters ONESOURCE Tax Provision
One alternativeLongview Tax
Thomson Reuters ONESOURCE Tax ProvisionChanged
Three alternativesAvalara, Sovos Systems, Vertex
Thomson Reuters ONESOURCE Tax Provision, Wolters Kluware
Three alternativesBlackLine, OneWorld Tax Solutions, SRT
OneStream Tax Provision
Two alternativesCSC Corptax Accounting for Income Taxes, Thomson Reuters ONESOURCE Tax Provision
no first choicenothing named
Kimi K2Thomson Reuters ONESOURCE Tax Provision
Three alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, Longview Tax
Thomson Reuters ONESOURCE Tax ProvisionHeld
Two alternativesAvalara, Vertex
Thomson Reuters ONESOURCE Tax Provision
Four alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, Longview Tax, OneStream Tax Provision
CSC Corptax Accounting for Income Taxes
Two alternativesThomson Reuters ONESOURCE Tax Provision, Vertex
Thomson Reuters ONESOURCE Tax Provision
Four alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, Diligent, Longview Tax
against: NetSuite
GLM 4.7 FlashXThomson Reuters ONESOURCE Tax Provision
Three alternativesCSC Corptax Accounting for Income Taxes, Vertex Corporate Tax, Wolters Kluwer CCH Tagetik Tax Provision
Thomson Reuters ONESOURCE Tax ProvisionHeld
Two alternativesSovos Tax Provision, Vertex
Thomson Reuters ONESOURCE Tax Provision
Twelve alternativesAvalara, Bloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, Longview Tax, OneStream Tax Provision, Oracle Hyperion Tax Provision, SAP ONESOURCE Tax Provision for SAP S/4HANA, Sovos Tax Provision, Taxfyle, Vertex Tax Accounting, Vertex Tax Provision, Wolters Kluwer CCH Tagetik Tax Provision
Thomson Reuters ONESOURCE Tax Provision
One alternativeCSC Corptax Accounting for Income Taxes
no first choiceagainst: Bloomberg Tax provision solutions, Oracle Hyperion Tax Provision, Thomson Reuters ONESOURCE Tax Provision
MiniMax M2.5Thomson Reuters – CorpTax
Four alternativesOracle Tax Reporting, SAP Tax Compliance, Thomson Reuters – OneSource Tax Provision, Vertex
against: Avalara, Sovos Tax Provision, Workiva Tax and Provision
Thomson Reuters ONESOURCE Tax Provision, VertexChanged
Three alternativesBloomberg Tax Provision, CSC Corptax Accounting for Income Taxes, GoSystem Tax RS
Bloomberg Tax Provision, CSC Corptax Accounting for Income Taxes
Four alternativesSovos Tax Provision, Thomson Reuters ONESOURCE Tax Provision, Vertex, Vertex Income Tax
Thomson Reuters ONESOURCE Tax Provision
Three alternativesLongview Tax, OneStream Tax Provision, Sovos Tax Provision
against: CCH Axcess, UltraTax
no first choicenothing named
GPT-6 LunaThomson Reuters ONESOURCE Tax Provision
Three alternativesCSC Corptax AIT, Longview Tax, Oracle Tax Reporting
CSC Corptax Accounting for Income TaxesChanged
Two alternativesThomson Reuters ONESOURCE Income Tax, Wolters Kluwer CCH Integrator
Thomson Reuters ONESOURCE Tax Provision
Seven alternativesBloomberg Tax Provision, CCH Tagetik Tax Provision & Reporting, CSC Corptax Accounting for Income Taxes, Longview Tax, OneStream Tax Provision, Oracle Tax Reporting, Tax Technologies Tax Series Provision
Longview Tax
Two alternativesCSC Corptax Accounting for Income Taxes, Thomson Reuters ONESOURCE Tax Provision
against: Oracle Tax Reporting
no first choiceagainst: Excel
Muse Glimmer 30BThomson Reuters ONESOURCE Tax Provision
Four alternativesCSC Corptax Accounting for Income Taxes, OneStream Tax Provision, Sovos Tax Provision, Vertex Tax Accounting
Thomson Reuters ONESOURCE Tax ProvisionHeld
Two alternativesLongview Tax, Symmetry
Thomson Reuters ONESOURCE Tax Provision
Six alternativesCSC Corptax Accounting for Income Taxes, Insightsoftware Longview Tax Provision, Oracle Tax Reporting, SAP Tax Compliance, Vertex Tax Accounting, Wolters Kluwer CCH Tagetik Tax Provision
Thomson Reuters ONESOURCE Tax Provision
Two alternativesLongview Tax, Oracle Tax Reporting
against: CCH Tagetik Tax Provision & Reporting
Thomson Reuters ONESOURCE Tax Provision, Wolters Kluwer CCH solutionsagainst: CSC Corptax Accounting for Income Taxes, Excel, Longview Tax, NetSuite, Oracle Tax Reporting, Thomson Reuters ONESOURCE Tax Provision, Workiva Tax and Provision
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 08:47yes159 s
Direct recommendationGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 12:27yes56 s
Direct recommendationGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 11:00yes1021 s
Direct recommendationPerplexity Sonarsonar2026-11-01 12:53yes104 s
Direct recommendationGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 13:21yes1026 s
Direct recommendationMistral Smallmistral/mistral-small via mistral2026-11-01 12:10yes53 s
Direct recommendationDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 10:35yes1521 s
Direct recommendationLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 12:02yes52 s
Direct recommendationQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 11:49yes1896 s
Direct recommendationKimi K2moonshotai/kimi-k2 via novita2026-11-01 09:18yes1375 s
Direct recommendationGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 08:58yes24105 s
Direct recommendationMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 11:07no078 s
Direct recommendationGPT-6 Lunagpt-6-luna2026-11-01 10:06yes413 s
Direct recommendationMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 09:18yes1517 s
ParaphraseClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 09:40yes209 s
ParaphraseGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 08:51yes36 s
ParaphraseGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 09:41no016 s
ParaphrasePerplexity Sonarsonar2026-11-01 09:08yes104 s
ParaphraseGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 13:06yes531 s
ParaphraseMistral Smallmistral/mistral-small via mistral2026-11-01 11:52yes523 s
ParaphraseDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 11:39yes2521 s
ParaphraseLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 11:08yes53 s
ParaphraseQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 09:47yes524 s
ParaphraseKimi K2moonshotai/kimi-k2 via novita2026-11-01 12:15yes1525 s
ParaphraseGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 11:21yes1822 s
ParaphraseMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 11:20yes524 s
ParaphraseGPT-6 Lunagpt-6-luna2026-11-01 12:21yes411 s
ParaphraseMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 11:19yes1221 s
ComparativeClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 09:49yes139 s
ComparativeGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 09:46yes513 s
ComparativeGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 09:47yes1122 s
ComparativePerplexity Sonarsonar2026-11-01 10:03yes106 s
ComparativeGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 13:17yes1032 s
ComparativeMistral Smallmistral/mistral-small via mistral2026-11-01 09:25yes56 s
ComparativeDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 10:04yes2328 s
ComparativeLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 12:57yes53 s
ComparativeQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 12:16no037 s
ComparativeKimi K2moonshotai/kimi-k2 via novita2026-11-01 10:47yes1939 s
ComparativeGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 10:41yes1353 s
ComparativeMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 09:21yes2468 s
ComparativeGPT-6 Lunagpt-6-luna2026-11-01 11:35yes823 s
ComparativeMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 10:30yes1431 s
Budget constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 11:06yes198 s
Budget constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 10:04yes25 s
Budget constrainedGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 10:25yes1629 s
Budget constrainedPerplexity Sonarsonar2026-11-01 09:16yes104 s
Budget constrainedGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 13:18yes1027 s
Budget constrainedMistral Smallmistral/mistral-small via mistral2026-11-01 09:06yes54 s
Budget constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 11:20yes2524 s
Budget constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 10:24yes52 s
Budget constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 12:02yes537 s
Budget constrainedKimi K2moonshotai/kimi-k2 via novita2026-11-01 12:50yes2432 s
Budget constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 12:27yes2465 s
Budget constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 12:37yes2451 s
Budget constrainedGPT-6 Lunagpt-6-luna2026-11-01 10:18yes322 s
Budget constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 10:58yes2538 s
Scale constrainedClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 09:48yes1811 s
Scale constrainedGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 12:16no07 s
Scale constrainedGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 09:25no021 s
Scale constrainedPerplexity Sonarsonar2026-11-01 09:03yes109 s
Scale constrainedGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 13:13yes1439 s
Scale constrainedMistral Smallmistral/mistral-small via mistral2026-11-01 10:39no07 s
Scale constrainedDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 12:34yes2440 s
Scale constrainedLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 11:56yes53 s
Scale constrainedQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 11:30no029 s
Scale constrainedKimi K2moonshotai/kimi-k2 via novita2026-11-01 10:02no062 s
Scale constrainedGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 12:17yes22193 s
Scale constrainedMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 12:53yes2028 s
Scale constrainedGPT-6 Lunagpt-6-luna2026-11-01 10:24yes423 s
Scale constrainedMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 11:44yes2535 s
Negative framingClaude Haiku 4.5claude-haiku-4-5-202510012026-11-01 11:54yes199 s
Negative framingGPT-5.4 minigpt-5.4-mini-2026-03-172026-11-01 10:28yes65 s
Negative framingGemini 3.5 Flashgemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version)2026-11-01 11:28no017 s
Negative framingPerplexity Sonarsonar2026-11-01 10:24yes104 s
Negative framingGrok 4.20spacexai/grok-4.20-non-reasoning via xai2026-11-01 13:27yes527 s
Negative framingMistral Smallmistral/mistral-small via mistral2026-11-01 08:55yes57 s
Negative framingDeepSeek V4 Flashdeepseek/deepseek-v4-flash via deepinfra2026-11-01 10:53yes2255 s
Negative framingLlama 4 Maverickmeta/llama-4-maverick via bedrock2026-11-01 10:23yes53 s
Negative framingQwen 3.7 Flashalibaba/qwen3.7-flash via alibaba2026-11-01 12:55yes848 s
Negative framingKimi K2moonshotai/kimi-k2 via novita2026-11-01 09:21yes1927 s
Negative framingGLM 4.7 FlashXzai/glm-4.7-flashx via zai2026-11-01 12:15yes2077 s
Negative framingMiniMax M2.5minimax/minimax-m2.5 via minimax2026-11-01 12:24yes1448 s
Negative framingGPT-6 Lunagpt-6-luna2026-11-01 09:21yes417 s
Negative framingMuse Glimmer 30Bmeta/muse-glimmer-30b via togetherai2026-11-01 08:48yes2230 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 read as Bloomberg Tax Provision
Bloomberg Tax Technology read as Bloomberg Tax Provision
CCH Tagetik (Wolters Kluwer) read as Wolters Kluwer CCH Tagetik Tax Provision
CSC Corptax read as CSC Corptax Accounting for Income Taxes
CSC Corptax (Corptax Provision) read as CSC Corptax Accounting for Income Taxes
CSC Corptax (Wolters Kluwer) read as CSC Corptax Accounting for Income Taxes
CSC Corptax (with AIT for Provision) read as CSC Corptax Accounting for Income Taxes
Corptax read as CSC Corptax Accounting for Income Taxes
Corptax (CSC Global) read as CSC Corptax Accounting for Income Taxes
Insightsoftware (Longview Tax) read as Longview Tax
Longview read as Longview Tax
Lucasys read as Lucasys Tax Provision
ONESOURCE read as Thomson Reuters ONESOURCE Tax Provision
Oracle Cloud EPM Tax Reporting read as Oracle Tax Reporting
Sovos read as Sovos Tax Provision
Thomson Reuters read as Thomson Reuters ONESOURCE Tax Provision
Thomson Reuters (onCore™ / EcoSys) read as Thomson Reuters ONESOURCE Tax Provision
Thomson Reuters ONESOURCE read as Thomson Reuters ONESOURCE Tax Provision
Wolters Kluwer CCH Tagetik read as Wolters Kluwer CCH Tagetik Tax Provision
Workiva read as Workiva Tax and Provision
Workiva (Tax Provision & Reporting) read as Workiva Tax and Provision
Workiva Tax Provision read as Workiva Tax and Provision
Unresolved, counted raw
ADP Workforce Now
Avalara AvaTax for Enterprise
Avii Workspace
Bloomberg Tax provision solutions
CCH Tagetik Corporate Tax Provision (Wolters Kluwer)
Deltek Cosmos (formerly TaxProManager)
NetSuite tax automation
OneWorld Tax Solutions
Oracle EPM Tax
Oracle Tax Management
Rhino Making Tax Digital
SAP ONESOURCE Tax Provision for SAP S/4HANA
SAP Tax Provisioning
SAP tax capabilities
SRT (Specialized Tax Resources)
Sovos Systems
Standalone Spreadsheets (e.g., Excel-based models)
Symmetry
Thomson Reuters – CorpTax
Thomson Reuters – OneSource Tax Provision
Wolters Kluware (CCH® Axcess® Provenance™)
Wolters Kluwer CCH / CorpTax
Wolters Kluwer CCH solutions
Workday Tax
Discontinued, still offered
No shut-down product was recommended here.
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