Corporate tax provision
Asked as “corporate tax provision software”, and as “income tax compliance software”, on behalf of a mid-market B2B company. 53 first choices recorded across the direct, paraphrase, budget and scale prompts, twelve models each.
Standing · first-choice share
21%
Contested · Bloomberg Tax Provision 19%
21Thomson Reuters ONESOURCE Tax Provision19Bloomberg Tax Provision13TaxAct Business47others
21% 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.
The 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
Show the three products at 0%, ordered by negative rate
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 head
All ten head-to-head pages: the top five 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
04
05
06
07
08
09Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Thomson Reuters ONESOURCE Tax Provision21%
Thomson Reuters ONESOURCE Tax Provision21%02Bloomberg Tax Provision19%
Bloomberg Tax Provision19%03TaxAct Business13%
TaxAct Business13%04Longview Tax4%
Longview Tax4%05Vertex4%
Vertex4%06Sovos Tax Provision2%
Sovos Tax Provision2%07Oracle Tax Reporting0%
Oracle Tax Reporting0%08Avalara0%
Avalara0%09CSC Corptax0%
CSC Corptax0%What they warned about
One 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 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.
Thomson Reuters ONESOURCE Tax Provision39%
22 of 57 labels negative · 12 of 12 models · 7 hard negative
“explicitly says to **avoid** or be cautious about **Longview, ONESOURCE, Workiva, Oracle Tax Reporting, and Corptax**” Perplexity Sonar, negative prompt
Bloomberg Tax Provision19%
10 of 52 labels negative · 8 of 12 models · 4 hard negative
“"Avoid **Bloomberg Tax Provision** and **Thomson Reuters ONESOURCE** unless you have a large staff and a budget exceeding $25k–$50k/year."” Muse Glimmer 30B, negative prompt
CSC Corptax42%
11 of 26 labels negative · 8 of 12 models · 4 hard negative
“explicitly says to **avoid** or be cautious about **Longview, ONESOURCE, Workiva, Oracle Tax Reporting, and Corptax**” Perplexity Sonar, negative prompt
Longview Tax29%
9 of 31 labels negative · 7 of 12 models · 4 hard negative
“one source explicitly says to **avoid** or be cautious about **Longview, ONESOURCE, Workiva, Oracle Tax Reporting, and Corptax** in certain budget/fit contexts” 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
75 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. 1026 links across 173 sites, every framing counted. Ranked by the number of answers carrying the site or page.
vendor site · Thomson Reuters44 answers · 96 citations · 12 models
vendor site · Worldmetrics44 answers · 90 citations · 11 models
40 answers · 86 citations · 11 models
32 answers · 57 citations · 11 models
vendor site · Bloomberg Tax25 answers · 72 citations · 10 models
24 answers · 24 citations · 7 models
20 answers · 31 citations · 10 models
19 answers · 28 citations · 8 models
19 answers · 19 citations · 10 models
17 answers · 17 citations · 10 models
16 answers · 20 citations · 7 models
16 answers · 19 citations · 9 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.
24 answers · 7 models
22 answers · 10 models
22 answers · 8 models
22 answers · 10 models
19 answers · 10 models
19 answers · 10 models
17 answers · 10 models
17 answers · 10 models
16 answers · 8 models
16 answers · 8 models
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 products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days | Best Google position |
|---|---|---|---|---|---|---|---|---|
| Thomson Reuters thomsonreuters.com Thomson Reuters ONESOURCE Tax Provision 21%, Thomson Reuters ONESOURCE Income Tax 9% | 30% | 152 | 20 | 0 | 3,055,379 company | $313 | 120 | 2 |
| Bloomberg Tax bloombergtax.com Bloomberg Tax Provision 19% | 19% | 118 | 90 | 0 | 189,229 company | 37 | 1 | |
| TaxAct Business taxact.com | 13% | 46 | 1,900 | 18 | 3,279,089 | $27 | 99 | |
| Vertex vertexinc.com Vertex 4%, Vertex Corporate Tax 4%, Vertex Tax Accounting 2% | 9% | 226 | 110,000 | 13,807 | 32,080 | $3,975 | 69 | |
| Longview longviewsystems.com Longview Tax 4% | 4% | 89 | 50 | 59 | 1,157 company | |||
| TaxSlayer | 4% | 110,000 | 937 | |||||
| Exactera Tax Provision exactera.com | 4% | 9 | 0 | 725 | 0 | |||
| Sovos sovos.com Sovos Tax Provision 2% | 2% | 52 | 3,600 | 220 | 95,951 company | 93 | ||
| TurboTax Business | 2% | 8,100 | 490 | |||||
| Taxfyle taxfyle.com | 2% | 11 | 1,900 | 29 | 149,543 | 11 |
Google's top ten for the three searches hold 15 sites; 3 of them are among the sites the models cited here (itechguides.com, pro.bloombergtax.com, 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.ShowHide
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.
ShowHideModelDirect“What is the best corporate tax provision software for a mid-market B2B company?”Paraphrase“Which income tax compliance software would you recommend to a mid-sized B2B company?”Comparative“What are the top tax provision tools and how do they differ?”Budget-constrained“What is the best corporate tax provision software for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a corporate tax provision software. What should we look at?”Negative“Which tax provision tools should I avoid or be cautious about?”
Claude Haiku 4.5Bloomberg Tax Provisionno first choiceChangedThomson Reuters ONESOURCE Tax ProvisionTaxAct Business, TaxSlayerno first choicenothing named
Two alternatives
Longview Tax, Thomson Reuters ONESOURCE Tax ProvisionTwo alternatives
Bloomberg Tax Provision, CSC CorptaxOne alternative
FreeTaxUSAGPT-5.4 miniBloomberg Tax Provision, Longview Taxagainst: Thomson Reuters ONESOURCE Tax ProvisionThomson Reuters ONESOURCE Income TaxChangedThomson Reuters ONESOURCE Tax ProvisionExactera Tax Provisionno first choicenothing named
Two alternatives
CSC Corptax, Longview TaxOne alternative
ONESOURCE Uncertain Tax PositionsTwo alternatives
Fondo TaxPass, TaxDomeGemini 3.5 FlashBloomberg Tax Provisionagainst: Thomson Reuters ONESOURCE Tax ProvisionCCH Axcess™ TaxChangedagainst: TurboTax BusinessThomson Reuters ONESOURCE Tax ProvisionExactera Tax Provisionagainst: CSC Corptax, Thomson Reuters ONESOURCE Tax ProvisionBloomberg Tax Provisionagainst: CSC Corptax, Thomson Reuters ONESOURCE Tax Provisionagainst: CSC Corptax, Microsoft Excel, NetSuite, Oracle, SAP, Thomson Reuters ONESOURCE Tax Provision
Three alternatives
Exactera Tax Provision, OneStream, Vena SolutionsFour alternatives
CSC Corptax, Intuit Lacerte Tax, Tax Series, Thomson Reuters ONESOURCE Tax ProvisionFive alternatives
Bloomberg Tax Provision, CSC Corptax, Longview Tax, OneStream Tax Provision, Oracle Tax ReportingSix alternatives
Bloomberg Tax Provision, Decision Modeling, Inc. (DMI) - Tax Position Manager, OneStream, Tax Technologies Inc. (TTI) - TaxSeries, Vena Solutions, Workiva Tax and ProvisionThree alternatives
Fluence, OneStream, Vena SolutionsPerplexity SonarThomson Reuters ONESOURCE Tax ProvisionThomson Reuters ONESOURCE Income TaxChangedno first choiceTaxSlayeragainst: Xerono first choiceagainst: Avalara, Bloomberg Tax Provision, CSC Corptax, Longview Tax, Microsoft Excel, Oracle Tax Reporting, TaxJar, Thomson Reuters ONESOURCE Tax Provision, Workiva Tax and Provision
Four alternatives
Bloomberg Tax Provision, Longview Tax, Vertex Tax Accounting, Vertex Tax ProvisionTwo alternatives
Avalara, Vertex O SeriesOne alternative
H&R Block Small BusinessGrok 4.1 FastThomson Reuters ONESOURCE Tax Provision, Vertex Corporate Taxagainst: Longview TaxThomson Reuters ONESOURCE Tax ProvisionChangedThomson Reuters ONESOURCE Tax ProvisionTaxAct Businessagainst: Bloomberg Tax Provision, CSC Corptax, Excel templates, Thomson Reuters ONESOURCE Tax ProvisionBloomberg Tax Provision, Thomson Reuters ONESOURCE Tax Provisionagainst: Bloomberg Tax Provision, CSC Corptax, Longview Tax, Spreadsheets, Thomson Reuters ONESOURCE Tax Provision
Two alternatives
Bloomberg Tax Provision, Sovos Tax ProvisionFour alternatives
CCH Axcess Tax, Intuit Lacerte, UltraTax CS, VertexThree alternatives
Bloomberg Tax Provision, Longview Tax, Sovos Tax ProvisionTwo alternatives
Drake Tax, TaxSlayerMistral SmallBloomberg Tax ProvisionVertexChangedThomson Reuters ONESOURCE Tax ProvisionTaxAct Businessno first choiceagainst: Intuit ProConnect Tax Provisionsagainst: Bloomberg Tax Provision, CSC Corptax, Excel spreadsheets, Longview Tax, Thomson Reuters ONESOURCE Tax Provision
One alternative
Oracle Tax ReportingOne alternative
Thomson Reuters ONESOURCE Income TaxFour alternatives
Bloomberg Tax Workpapers, Longview Tax, Oracle Tax, SAP Tax ComplianceTwo alternatives
TaxSlayer, TurboTax BusinessDeepSeek V4 FlashBloomberg Tax ProvisionThomson Reuters ONESOURCE Income TaxChangedagainst: VertexThomson Reuters ONESOURCE Tax ProvisionBloomberg Tax Provisionagainst: Exactera Tax Provision, Thomson Reuters ONESOURCE Tax ProvisionBloomberg Tax Provisionagainst: CSC Corptax, Thomson Reuters ONESOURCE Tax Provision, Wolters Kluwer CCH Tagetik Tax Provisionagainst: Excel spreadsheets, Thomson Reuters ONESOURCE Tax Provision
Three alternatives
TaxPoint, Thomson Reuters ONESOURCE Tax Provision, Vertex Tax AccountingThree alternatives
CCH Axcess Tax, CSC Corptax, Longview TaxSix alternatives
Bloomberg Tax Provision, CSC Corptax, Longview Tax, OneStream Tax Provision, Sovos Tax Provision, Workiva Tax and ProvisionThree alternatives
CCH Axcess Tax Express, TaxAct Business, TurboTax BusinessTwo alternatives
OneStream Tax Provision, TaxfyleLlama 4 Maverickno first choiceVertexChangedSovos Tax Provisionno first choiceno first choiceagainst: Bloomberg Tax Provision, CSC Corptax, Longview Tax, Thomson Reuters ONESOURCE Tax Provision
One alternative
Onesource Income TaxThree alternatives
Longview Tax, Thomson Reuters ONESOURCE Tax Provision, Vertex Tax ProvisionQwen 3.7 FlashTaxSeriesThomson Reuters ONESOURCE Tax ProvisionChangedagainst: Lacerte, QuickBooks Online, UltraTax, XeroVertexagainst: SAP Tax & Oracle Financials TaxTaxAct Businessagainst: Bloomberg Tax Provision, Longview Tax, OracleOneWorldX, Verifys, Zettaagainst: Avalara, Oracle, SAP, Thomson Reuters ONESOURCE Tax Provision
Three alternatives
Bloomberg Tax Provision, OneStream Tax Provision, Sovos Tax ProvisionTwo alternatives
CSC Corptax, VertexThree alternatives
Avalara Tax Provision, U.S. Tax Corporation, Wolters Kluoner CCH AxcessTwo alternatives
Drake Tax, ExcelTwo alternatives
KPMG TaxPro, Thomson Reuters ONESOURCE Tax ProvisionKimi K2Thomson Reuters ONESOURCE Tax Provisionagainst: Longview TaxVertex Corporate TaxChangedSovos Tax Provisionagainst: Bloomberg Tax ProvisionTaxAct Businessagainst: CSC Corptax, Longview Tax, Thomson Reuters ONESOURCE Tax Provision, Wolters Kluwer CCH Axcessno first choiceagainst: Excel, Thomson Reuters ONESOURCE Tax Provision
Two alternatives
Bloomberg Tax Provision, Vertex Tax AccountingThree alternatives
Avalara, Sovos Tax Provision, Thomson Reuters ONESOURCE Tax ProvisionThree alternatives
CCH Integrator, Longview Tax, Thomson Reuters ONESOURCE Tax ProvisionTwo alternatives
Bloomberg Tax Provision, Excel-Based SolutionsGLM 4.7 FlashXThomson Reuters ONESOURCE Tax ProvisionThomson Reuters ONESOURCE Tax ProvisionHeldThomson Reuters ONESOURCE Tax ProvisionTaxAct Businessagainst: Bloomberg Tax Provision, Thomson Reuters ONESOURCE Tax Provisionno first choicenothing named
Two alternatives
CCH Axcess Tax, Vertex Tax AccountingThree alternatives
Avalara, Bloomberg Tax Provision, Longview TaxTwo alternatives
Bloomberg Tax Provision, Longview TaxFour alternatives
Drake Tax SMB, FreeTaxUSA, Intuit ProConnect Tax, TaxSlayerMiniMax M2.5Bloomberg Tax Provision, Vertex Tax AccountingThomson Reuters ONESOURCE Income TaxChangedno first choiceTaxAct Business, TurboTax Businessno first choicenothing named
Two alternatives
Oracle Tax Reporting, Thomson Reuters ONESOURCE Tax ProvisionThree alternatives
Avalara, CCH Axcess Tax, Vertex O SeriesOne alternative
UltimateTaxBold 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.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:59 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:38 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 07:32 | yes | 22 | 29 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 09:37 | yes | 20 | 5 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 07:37 | yes | 23 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:52 | yes | 14 | 9 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:47 | yes | 21 | 30 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 09:24 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:24 | yes | 18 | 154 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:18 | yes | 12 | 20 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:46 | yes | 24 | 50 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:30 | yes | 11 | 38 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:35 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:20 | yes | 4 | 6 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:08 | yes | 13 | 24 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 09:03 | yes | 19 | 5 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:28 | yes | 25 | 16 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:32 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 07:48 | yes | 22 | 29 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:57 | yes | 5 | 1 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:31 | yes | 20 | 134 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 08:43 | yes | 20 | 23 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:31 | yes | 14 | 30 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 11:26 | yes | 14 | 21 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:21 | yes | 15 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 10:42 | yes | 4 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:21 | yes | 31 | 34 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 09:12 | yes | 16 | 4 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:51 | yes | 16 | 8 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 08:13 | yes | 9 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:44 | yes | 21 | 35 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:16 | yes | 5 | 4 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:00 | no | 0 | 38 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:05 | yes | 22 | 25 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:43 | yes | 21 | 42 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:07 | yes | 15 | 35 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:12 | yes | 9 | 8 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:58 | yes | 3 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:43 | yes | 15 | 25 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 07:45 | yes | 20 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:48 | yes | 20 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:00 | yes | 7 | 5 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:18 | yes | 22 | 34 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:07 | yes | 5 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:40 | yes | 13 | 84 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:29 | yes | 24 | 28 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 08:26 | yes | 14 | 31 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:17 | yes | 10 | 29 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:26 | no | 0 | 7 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:57 | yes | 4 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:35 | yes | 12 | 22 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 08:20 | yes | 17 | 6 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:52 | yes | 12 | 7 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 07:51 | no | 0 | 10 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:10 | yes | 22 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:57 | yes | 5 | 2 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 08:04 | no | 0 | 30 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:45 | yes | 19 | 28 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:24 | yes | 15 | 55 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:47 | no | 0 | 8 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:53 | no | 0 | 5 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:17 | yes | 5 | 7 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:11 | yes | 20 | 26 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 11:16 | yes | 17 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 08:31 | yes | 20 | 6 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:36 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:09 | yes | 20 | 23 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:02 | yes | 5 | 1 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 07:57 | no | 0 | 44 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 09:06 | yes | 16 | 26 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:58 | yes | 22 | 99 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 10:52 | no | 0 | 50 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
ShowHide
Category-scoped readings
Bloomberg read as Bloomberg Tax Provision
Bloomberg Tax Technology read as Bloomberg Tax Provision
CCH Tagetik read as Wolters Kluwer CCH Tagetik Tax Provision
CCH Tagetik (Wolters Kluwer) read as Wolters Kluwer CCH Tagetik Tax Provision
Exactera read as Exactera Tax Provision
InsightSoftware (Longview Tax) read as Longview Tax
Longview read as Longview Tax
ONESOURCE read as Thomson Reuters ONESOURCE Tax Provision
OneSource read as Thomson Reuters ONESOURCE Tax Provision
Onesource read as Thomson Reuters ONESOURCE Tax Provision
Oracle Cloud EPM Tax Reporting read as Oracle Tax Reporting
Oracle Cloud EPM Tax Reporting (TRCS / Hyperion Tax Provision) read as Oracle Tax Reporting
Oracle EPM Tax Provision read as Oracle Tax Reporting
Oracle Tax Reporting Cloud Service (TRCS) read as Oracle Tax Reporting
QuickBooks read as QuickBooks Online
Sovos read as Sovos Tax Provision
Thomson Reuters ONESOURCE read as Thomson Reuters ONESOURCE Tax Provision
Thomson Reuters ONESOURCE (Income Tax & Tax Provision) read as Thomson Reuters ONESOURCE Tax Provision
Thomson Reuters ONESOURCE (Tax Suite) read as Thomson Reuters ONESOURCE Tax Provision
Workiva read as Workiva Tax and Provision
Workiva (formerly WebFilings) read as Workiva Tax and Provision
Workiva Tax & Provision read as Workiva Tax and Provision
Unresolved, counted raw
Avalara Tax Provision
Bloomberg Tax Workpapers
CCH Axcess Tax Express (Wolters Kluwer)
CCH Axcess™ Tax (by Wolters Kluwer)
CSC Corptax U.S. Compliance
Corporate Tax Provision by Vertex
Decision Modeling, Inc. (DMI) - Tax Position Manager (TPM)
Drake Tax SMB
Fluence
Fondo TaxPass
IRS Free File
Indirect Edge
Intuit Lacerte
Intuit Lacerte Tax
Intuit ProConnect Tax Provisions
Intuit TurboTax for Business
KPMG TaxPro
Longview Tax, insightsoftware
ONESOURCE Statutory Reporting
ONESOURCE Uncertain Tax Positions
OneWorldX
Oracle EPM Tax Reporting Cloud
Oracle Tax
Orbitax International Tax Platform
PTPowerPlan
Ryan Tax Technology
SAP Tax & Oracle Financials Tax
Tax Technologies Inc. (TTI) - TaxSeries
Tax Technologies’ Provision module
TaxSeries (by Tax Technology Inc.)
Taxprep
Thomson Reuters Corptax Provision
U.S. Tax Corporation (USTax)
Venator/KPMG
Verifys
Wolters Kluoner CCH Axcess (Provisioning)
Wolters Kluvox (CCH)
Wolters Kluwer CCH Axcess Tax / ProSystem
Zetta (formerly Corptax)
Discontinued, still offered
No shut-down product was recommended here.