Transfer pricing for enterprise buyers
Asked as “transfer pricing platform”, and as “intercompany transfer pricing documentation tool”, on behalf of an enterprise B2B company. 50 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the October 2026 Edition on October 4, 2026; its answers are read by the distilled judge (ai-indexes-judge-qwen3-14b-run3), not the claude-opus-5 judge of the earlier categories: how the two compare.
Standing · first-choice share
18%
Contested · TPGenie 16%
18Aibidia16TPGenie10Thomson Reuters ONESOURCE Transfer Pricing56others
18% 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 fourteen models, for an enterprise B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrant
Show the one product 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.
For buyers
All twenty-eight head-to-head pages: the top eight products, each against each
TPGenie vs Sovos Transfer PricingTPGenie vs Thomson Reuters ONESOURCE Transfer PricingTPGenie vs AibidiaTPGenie vs PlaidCloud Operational Transfer PricingTPdoc vs CommendaTPdoc vs Exactera Transfer PricingTPdoc vs Sovos Transfer PricingTPdoc vs Thomson Reuters ONESOURCE Transfer PricingTPdoc vs AibidiaTPdoc vs PlaidCloud Operational Transfer PricingCommenda vs Exactera Transfer PricingCommenda vs Sovos Transfer PricingCommenda vs Thomson Reuters ONESOURCE Transfer PricingCommenda vs AibidiaCommenda vs PlaidCloud Operational Transfer PricingExactera Transfer Pricing vs Sovos Transfer PricingExactera Transfer Pricing vs Thomson Reuters ONESOURCE Transfer PricingExactera Transfer Pricing vs AibidiaExactera Transfer Pricing vs PlaidCloud Operational Transfer PricingSovos Transfer Pricing vs Thomson Reuters ONESOURCE Transfer PricingSovos Transfer Pricing vs AibidiaSovos Transfer Pricing vs PlaidCloud Operational Transfer PricingThomson Reuters ONESOURCE Transfer Pricing vs AibidiaThomson Reuters ONESOURCE Transfer Pricing vs PlaidCloud Operational Transfer PricingAibidia vs PlaidCloud Operational Transfer Pricing
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 →
01T02
03
04
05
06
07S08
Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Aibidia18%
Aibidia18%02TPGenie16%
03Thomson Reuters ONESOURCE Transfer Pricing10%
Thomson Reuters ONESOURCE Transfer Pricing10%04Exactera Transfer Pricing4%
Exactera Transfer Pricing4%05PlaidCloud Operational Transfer Pricing4%
PlaidCloud Operational Transfer Pricing4%06Commenda4%
Commenda4%07Thomson Reuters ONESOURCE2%
Thomson Reuters ONESOURCE2%08Sovos Transfer Pricing0%
What they warned about
Two of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Mistral Small, Llama 4 Maverick, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B 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.
LexisNexis100%
5 of 5 labels negative · 5 of 14 models · 1 hard negative
“legacy platforms (Thomson Reuters ONESOURCE, Wolters Kluwer, LexisNexis, and similar consultant-heavy solutions)” DeepSeek V4 Flash, negative prompt
Thomson Reuters ONESOURCE38%
5 of 13 labels negative · 5 of 14 models · 1 hard negative
“one of the most frequently flagged platforms for large enterprises, despite being a market legacy player” DeepSeek V4 Flash, negative prompt
Exactera Transfer Pricing18%
4 of 22 labels negative · 3 of 14 models · 1 hard negative
“platforms like **Exactera** (at $800/user/year) would cost you **millions annually** — untenable” DeepSeek V4 Flash, budget prompt
Wolters Kluwer43%
3 of 7 labels negative · 3 of 14 models · 1 hard negative
“legacy platforms (Thomson Reuters ONESOURCE, Wolters Kluwer, LexisNexis, and similar consultant-heavy solutions) that were designed for a simpler era” DeepSeek V4 Flash, negative prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
80 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. 1146 links across 199 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 252 answers across every segment cited this index's own page for the category.
50 answers · 70 citations · 11 models
vendor site · Sourceforge48 answers · 88 citations · 12 models
vendor site · G243 answers · 72 citations · 12 models
43 answers · 43 citations · 12 models
35 answers · 60 citations · 10 models
32 answers · 33 citations · 11 models
24 answers · 32 citations · 8 models
vendor site · Worldmetrics24 answers · 28 citations · 11 models
22 answers · 30 citations · 10 models
vendor site · Commenda22 answers · 29 citations · 10 models
20 answers · 20 citations · 10 models
20 answers · 20 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.
46 answers · 11 models
43 answers · 12 models
37 answers · 11 models
34 answers · 11 models
32 answers · 11 models
22 answers · 10 models
22 answers · 12 models
20 answers · 10 models
20 answers · 9 models
16 answers · 9 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 transfer pricing platform”, “transfer pricing platform”, “transfer pricing platforms”. 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 |
|---|---|---|---|---|---|---|---|---|
| Aibidia aibidia.com | 18% | 96 | 90 | 1 | 1,954 | 4 | 1 | |
| Thomson Reuters thomsonreuters.com Thomson Reuters ONESOURCE Transfer Pricing 10%, Thomson Reuters ONESOURCE Transfer Pricing Documenter 6%, Thomson Reuters ONESOURCE 2% | 18% | 92 | 590 | 5 | 3,055,379 company | $313 | 120 | |
| TPGenie | 16% | 10 | 0 | |||||
| Optravis optravis.com Optravis 6%, Optravis Transfer Pricing Management Tool 4% | 10% | 6 | ||||||
| Exactera exactera.com Exactera Transfer Pricing 4% | 4% | 77 | 390 | 4 | 725 company | 0 | 4 | |
| PlaidCloud Operational Transfer Pricing plaidcloud.com | 4% | 41 | 0 | 126 | ||||
| Commenda commenda.io | 4% | 110 | 390 | 5 | 569,684 | $5,224 | 0 | |
| Longview longviewsystems.com Longview Transfer Pricing 2%, Longview Tax 2% | 4% | 89 | 50 | 59 | 1,157 company | |||
| TPdoc | 2% | 10 | 0 | |||||
| ONESOURCE onesourcecloud.net ONESOURCE Transfer Pricing 2% | 2% | 21 | 10 | 0 | 332 company | 8 |
Google's top ten for the three searches hold 16 sites; 3 of them are among the sites the models cited here (g2.com, getsphere.com, ryan.com). The first result for “best transfer pricing platform” is g2.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 transfer pricing platform for an enterprise B2B company?”Paraphrase“Which intercompany transfer pricing documentation tool would you recommend to a large B2B company with thousands of employees?”Comparative“What are the top enterprise-grade transfer pricing platforms and how do they differ?”Budget-constrained“What is the best transfer pricing platform 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 transfer pricing platform. What should we look at?”Negative“Which transfer pricing platforms should a large enterprise avoid or be cautious about?”
Claude Haiku 4.5ONESOURCE Transfer PricingThomson Reuters ONESOURCE Transfer PricingChangedThomson Reuters ONESOURCE Transfer PricingOptravis Transfer Pricing Management Toolno first choicenothing named
Four alternatives
Bloomberg Tax Transfer Pricing, CCH Axcess Transfer Pricing, TP DOC GEN AI, TPGenieFour alternatives
Oracle Fusion Cloud ERP, PlaidCloud Operational Transfer Pricing, SAP S/4HANA, TPGenieThree alternatives
Bloomberg Tax Transfer Pricing, Exactera Transfer Pricing, Zanders Transfer Pricing SuiteTwo alternatives
Longview Transfer Pricing, Thomson Reuters ONESOURCE Transfer PricingGPT-5.4 miniOptravis Transfer Pricing Management ToolThomson Reuters ONESOURCE Transfer PricingChangedSAP Direct Tax Management / EXA Operational Transfer Pricing, Thomson Reuters ONESOURCE Transfer PricingPricefxno first choiceagainst: Thomson Reuters transfer pricing module
Three alternatives
Alteryx, OneStream, Oracle Fusion Cloud EPMOne alternative
KPMG tpEngineOne alternative
PwC transfer pricing technology + managed services ecosystemGemini 3.5 FlashEXA Operational Transfer Pricing, Optravisagainst: KPMG's tpEngineAibidiaChangedAibidiaPlaidCloud Operational Transfer Pricing, TPGenieagainst: SAP PaPMno first choiceagainst: CrossBorder Solutions
Five alternatives
Aibidia, CCH Tagetik Operational Transfer Pricing, Moody's, TPGenie, TPdocThree alternatives
Exactera Transfer Pricing, TPGenie, Thomson Reuters ONESOURCE Operational Transfer PricingSeven alternatives
Commenda, Exactera Transfer Pricing, Longview Transfer Pricing, SAP Profitability and Performance Management, TPGenie, Thomson Reuters ONESOURCE Transfer Pricing, t0One alternative
Exactera Transfer PricingPerplexity SonarAibidiaEY Global Transfer Pricing Documentation SolutionChangedAibidiaAibidiaagainst: TPGenieno first choicenothing named
Three alternatives
Intercompany.io, PlaidCloud Operational Transfer Pricing, TPGenieTwo alternatives
TPGenie, TPdocFive alternatives
EXA OTP, Intercompany.io, Longview Transfer Pricing, Sovos Transfer Pricing, TPGenieOne alternative
Sovos Transfer PricingGrok 4.1 FastTPGenieTPGenieHeldONESOURCE Transfer Pricing, Sovos Transfer Pricingagainst: Exactera Transfer PricingCommendaAibidia, Thomson Reuters ONESOURCEagainst: Commenda, Exactera Transfer Pricing, LexisNexis, Thomson Reuters ONESOURCE, Wolters Kluwer
Two alternatives
Integral, Thomson Reuters ONESOURCE Transfer PricingFive alternatives
Deloitte TP Digital DoX, PwC globalDoc, TPdoc, Thomson Reuters ONESOURCE, Wolters Kluwer CCHFour alternatives
Caribou, Integral Transfer Pricing, PlaidCloud Operational Transfer Pricing, TPGenieTwo alternatives
Coperitas, PlaidCloud Operational Transfer PricingOne alternative
Wolters KluwerMistral SmallAibidiaTPGenie, TPdocChangedTransfer Pricing DocumenterIntegralno first choiceagainst: Commenda
Two alternatives
Moody's TP Catalyst, TPGenieThree alternatives
Aibidia, Orbit Analytics, Sovos Transfer PricingTwo alternatives
Orbit Analytics, TPGenieDeepSeek V4 FlashAibidiaAibidiaHeldLongview Transfer Pricing, Thomson Reuters ONESOURCE Transfer PricingIntercompany Enterpriseagainst: Coperitas, Exactera Transfer Pricingno first choiceagainst: Sovos Transfer Pricing, TPGenieagainst: LexisNexis, Longview Tax, TPGenie, Thomson Reuters ONESOURCE, Wolters Kluwer
Three alternatives
Commenda, Exactera Transfer Pricing, Thomson Reuters ONESOURCE Transfer PricingThree alternatives
Ryan Transfer Pricing Documenter, TPGenie, TPdocThree alternatives
Exactera Transfer Pricing, Ryan Transfer Pricing Lifecycle Management, Zanders Transfer Pricing SuiteThree alternatives
Ryan Transfer Pricing Operational, TPGenie, Thomson Reuters ONESOURCE Transfer PricingFour alternatives
Aibidia, Exactera Transfer Pricing, Longview Transfer Pricing, PlaidCloud OTPLlama 4 Maverickno first choiceCommendaChangedno first choiceLongview Transfer Pricingno first choiceagainst: Coupa, Oracle NetSuite, SAP S/4HANA
Three alternatives
Intercompany Enterprise, Ryan's Transfer Pricing Software, t0Two alternatives
Integral Transfer Pricing Software, TPGenieQwen 3.7 FlashIntegral Technologiesagainst: TPGenieThomson Reuters ONESOURCE Transfer PricingChangedAibidiaOptravisno first choiceagainst: Exactera Transfer Pricing, Sovos Transfer Pricing, TPGenie
Two alternatives
Aibidia, Sovos Transfer PricingOne alternative
TPGenieThree alternatives
Sovos Transfer Pricing, Thomson Reuters ONESOURCE, Wolters KluwerTwo alternatives
Benivo, CommendaKimi K2AibidiaThomson Reuters ONESOURCE Transfer Pricing DocumenterChangedThomson Reuters ONESOURCE Transfer PricingTPGenieagainst: Thomson Reuters ONESOURCE Transfer Pricingno first choiceagainst: LexisNexis, Thomson Reuters ONESOURCE, Wolters Kluwer
Four alternatives
Bloomberg Tax Transfer Pricing, Longview Tax, TPGenie, Thomson Reuters ONESOURCETwo alternatives
Aibidia, TPGenieThree alternatives
Bloomberg Tax Transfer Pricing, Longview Transfer Pricing, SAP Direct Tax Management / Profitability and Performance ManagementOne alternative
AibidiaGLM 4.7 FlashXExactera Transfer Pricing, Longview TaxTPGenieChangedTPGenieExactera Transfer Pricingno first choiceagainst: LexisNexis, Thomson Reuters ONESOURCE, Wolters Kluwer TransferPricing
One alternative
AibidiaFive alternatives
Aibidia, KPMG tpEngine, PwC globalDoc Solution, TransPortal, VSTN OTP SuiteFour alternatives
Aibidia, EY Transfer Pricing Engine, Reptune.net, Sovos Transfer PricingThree alternatives
ONESOURCE Transfer Pricing, Serviceware Financial, t0MiniMax M2.5Aibidia, TPGenieRyan Transfer Pricing Documenter, TPGenieChangedAibidia, TPGenie, Thomson Reuters ONESOURCEMASVagainst: Google Drive, Microsoft OneDrivePlaidCloud Operational Transfer Pricingnothing named
Two alternatives
Bloomberg Tax Transfer Pricing, Sovos Transfer PricingOne alternative
CoperitasThree alternatives
Exactera Transfer Pricing, Integral Technologies, Sovos Transfer PricingOne alternative
Files.comFour alternatives
Aibidia, BlackLine Intercompany Hub, Commenda, TPGenieGPT-6 LunaThomson Reuters ONESOURCE Transfer PricingThomson Reuters ONESOURCE Transfer Pricing DocumenterChangedAibidia, CCH Tagetik, Thomson Reuters ONESOURCEReptuneno first choiceagainst: Aibidia, CCH Tagetik Operational Transfer Pricing, Excel, ONESOURCE Transfer Pricing Documenter
One alternative
EY’s Transfer Pricing EngineTwo alternatives
Deloitte's TP Digital DoX, PwC globalDoc SolutionTwo alternatives
Orbitax, S&P Global Capital IQ ProOne alternative
SAP Direct Tax ManagementMuse Glimmer 30BThomson Reuters ONESOURCE Transfer PricingThomson Reuters ONESOURCE Transfer Pricing DocumenterChangedThomson Reuters ONESOURCE Transfer PricingOptravisno first choiceagainst: LexisNexis, Thomson Reuters ONESOURCE, Wolter Kluwer
Three alternatives
Exactera Transfer Pricing, Intercompany.io, Longview Transfer PricingOne alternative
Intercompany Enterprise®Three alternatives
Intercompany.io, Longview Transfer Pricing, insightsoftware, SAP EXA Operational Transfer Pricing – EXA OTPOne alternative
Ryan Transfer Pricing OperationalBold 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
Eighty-four 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 | 2026-10-04 23:24 | yes | 9 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:56 | yes | 2 | 3 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:45 | yes | 14 | 22 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-04 22:14 | yes | 14 | 2 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:57 | yes | 22 | 9 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:01 | yes | 9 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:55 | yes | 24 | 40 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:41 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:24 | yes | 10 | 45 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:44 | yes | 14 | 19 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:21 | yes | 22 | 141 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:04 | yes | 15 | 32 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:22 | yes | 3 | 15 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:14 | yes | 14 | 18 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 23:21 | yes | 17 | 11 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:20 | yes | 3 | 4 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:55 | yes | 15 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-04 23:19 | yes | 17 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:38 | yes | 24 | 9 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 23:00 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:29 | yes | 19 | 30 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:52 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:11 | yes | 11 | 61 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:14 | yes | 25 | 24 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:09 | yes | 19 | 45 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:47 | yes | 5 | 20 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:44 | yes | 3 | 18 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:14 | yes | 19 | 22 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:32 | yes | 9 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 23:05 | yes | 5 | 7 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:18 | yes | 20 | 27 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-04 23:07 | yes | 15 | 3 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:24 | yes | 17 | 14 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:58 | yes | 9 | 8 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:55 | yes | 25 | 39 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:27 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 23:04 | yes | 24 | 35 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:03 | yes | 24 | 44 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:55 | yes | 20 | 85 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 23:24 | yes | 11 | 22 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-04 23:09 | yes | 5 | 33 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:04 | yes | 22 | 36 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:52 | yes | 18 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:22 | yes | 1 | 4 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 23:07 | yes | 10 | 24 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-04 23:20 | yes | 13 | 3 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 23:05 | yes | 22 | 12 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:45 | yes | 15 | 7 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:52 | yes | 23 | 36 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:46 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:29 | yes | 21 | 64 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:30 | yes | 24 | 26 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 22:14 | yes | 19 | 46 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:18 | yes | 17 | 62 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:47 | yes | 2 | 13 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:16 | yes | 20 | 21 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:56 | yes | 18 | 14 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:47 | yes | 0 | 14 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:36 | yes | 7 | 21 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-04 22:45 | yes | 17 | 10 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:45 | yes | 19 | 11 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:21 | no | 0 | 9 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:40 | yes | 22 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 23:03 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:43 | no | 0 | 25 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 23:00 | yes | 18 | 34 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:06 | yes | 15 | 40 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:22 | yes | 9 | 21 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:34 | yes | 4 | 26 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 23:19 | yes | 13 | 19 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-04 22:50 | yes | 32 | 11 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-04 22:33 | yes | 2 | 10 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-04 22:23 | yes | 22 | 40 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-04 22:29 | yes | 23 | 4 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-04 22:54 | yes | 21 | 10 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-04 22:12 | yes | 10 | 7 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-04 22:17 | yes | 21 | 51 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-04 22:59 | yes | 5 | 2 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-04 22:31 | yes | 15 | 74 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-04 22:19 | yes | 25 | 26 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-04 23:01 | yes | 16 | 93 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-04 22:56 | no | 0 | 11 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-04 22:57 | yes | 5 | 24 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-04 22:59 | yes | 17 | 25 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 Tax read as Bloomberg Tax Transfer Pricing
Exactera read as Exactera Transfer Pricing
Exactera (formerly CrossBorder Solutions) read as Exactera Transfer Pricing
Longview read as Longview Tax
Longview (by insightsoftware) read as Longview Tax
PlaidCloud read as PlaidCloud Operational Transfer Pricing
SAP read as SAP S/4HANA
Sovos read as Sovos Transfer Pricing
Thomson Reuters read as Thomson Reuters ONESOURCE
Thomson Reuters (ONESOURCE) read as Thomson Reuters ONESOURCE
Unresolved, counted raw
ARKK
Aibidia Transfer Pricing Platform
Alphatax
Benivo
Compass Lexecon
Deloitte's TP Digital DoX
EXA Operational Transfer Pricing (EXA OTP)
EY’s Transfer Pricing Engine
Files.com
Integral Transfer Pricing
Integral Transfer Pricing Software
Intercompany Enterprise®
KPMG's tpEngine
Longview Solutions
Longview Transfer Pricing, insightsoftware
MASV
Mayer Brown
ONESOURCE Transfer Pricing Documenter
Oracle Fusion Cloud ERP TP modules
Orbit
Orpheus
PlaidCloud OTP
PwC Transfer Pricing Technology
PwC globalDoc
PwC transfer pricing technology + managed services ecosystem
Ryan Software
Ryan Transfer Pricing Lifecycle Management (TPLM)
Ryan's Transfer Pricing Software
S&P Global Capital IQ Pro
SAP Direct Tax Management
SAP Direct Tax Management / EXA Operational Transfer Pricing
SAP Direct Tax Management / Profitability and Performance Management
SAP EXA Operational Transfer Pricing – EXA OTP
SAP Joule (AI agent)
SAP PaPM
TP DOC GEN AI
Thomson Reuters ONESOURCE Operational Transfer Pricing (OTP)
Thomson Reuters transfer pricing module
Topia
TransPortal
Transfer Pricing Solutions
VSTN OTP Suite
Wolters Kluwer CCH
Wolters Kluwer TransferPricing
ktMINE
Discontinued, still offered
No shut-down product was recommended here.