Transfer pricing for enterprise buyers
Asked as “transfer pricing platform”, and as “intercompany transfer pricing documentation tool”, on behalf of an enterprise B2B company. 51 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
24%
Contested · Thomson Reuters ONESOURCE Transfer Pricing 16%
24Aibidia16Thomson Reuters ONESOURCE Transfer Pricing08ONESOURCE Transfer Pricing53others
24% of first choices, contested.
Since October 2026▲+6Since October 2026: 18% → 24%, +6 points. Inside the 10-point floor: within noise.Aibidia held the lead, +6 points on 18%, inside the 10-point 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.
Small business
myTransferPricing40%Clear leader↗new leaderNew leader since October 2026: myTransferPricing (40%) replaces TPGenie (30% then, 5% now), 35 points clear, past the 10-point floor.Standing →Mid-marketTPGenie21%Contested▼−9Since October 2026: 30% → 21%, −9 points. Inside the 10-point floor: within noise.Standing →Enterprise
Aibidia24%Contested▲+6Since October 2026: 18% → 24%, +6 points. Inside the 10-point floor: within noise.This page
myTransferPricing40%Clear leader↗new leaderNew leader since October 2026: myTransferPricing (40%) replaces TPGenie (30% then, 5% now), 35 points clear, past the 10-point floor.Standing →Mid-marketTPGenie21%Contested▼−9Since October 2026: 30% → 21%, −9 points. Inside the 10-point floor: within noise.Standing →EnterpriseAibidia24%Contested▲+6Since October 2026: 18% → 24%, +6 points. Inside the 10-point floor: within noise.This pageThe 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
01Aibidia24%7%46accepted challenger▲+6Since October 2026: 18% → 24%, +6 points. Inside the 10-point floor: within noise.18% → 24%
Aibidia24%7%46accepted challenger▲+6Since October 2026: 18% → 24%, +6 points. Inside the 10-point floor: within noise.18% → 24%02
Thomson Reuters ONESOURCE Transfer Pricing16%20%45accepted challenger▼−2Since October 2026: 18% → 16%, −2 points. Inside the 10-point floor: within noise.18% → 16%
Thomson Reuters ONESOURCE Transfer Pricing16%20%45accepted challenger▼−2Since October 2026: 18% → 16%, −2 points. Inside the 10-point floor: within noise.18% → 16%03TPGenie8%4%25accepted challenger▼−8Since October 2026: 16% → 8%, −8 points. Inside the 10-point floor: within noise.16% → 8%
04CCH Tagetik Operational Transfer Pricing4%0%16accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 10-point floor: within noise.0% → 4%
05
PlaidCloud Operational Transfer Pricing4%14%14accepted challenger=heldSince October 2026: 4% → 4%, ±0 points. Inside the 10-point floor: within noise.4% → 4%
PlaidCloud Operational Transfer Pricing4%14%14accepted challenger=heldSince October 2026: 4% → 4%, ±0 points. Inside the 10-point floor: within noise.4% → 4%06
Exactera Transfer Pricing2%11%36accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 10-point floor: within noise.4% → 2%
Exactera Transfer Pricing2%11%36accepted challenger▼−2Since October 2026: 4% → 2%, −2 points. Inside the 10-point floor: within noise.4% → 2%07Longview Transfer Pricing2%0%10accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise.2% → 2%
08
Caribou2%20%10accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise.0% → 2%
Caribou2%20%10accepted challenger▲+2Since October 2026: 0% → 2%, +2 points. Inside the 10-point floor: within noise.0% → 2%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-eight head-to-head pages: the top eight products, each against each
TPGenie vs PlaidCloud Operational Transfer PricingTPGenie vs AibidiaTPGenie vs ONESOURCE Transfer PricingTPGenie vs CommendaCaribou vs myTransferPricingCaribou vs Exactera Transfer PricingCaribou vs PlaidCloud Operational Transfer PricingCaribou vs AibidiaCaribou vs ONESOURCE Transfer PricingCaribou vs CommendamyTransferPricing vs Exactera Transfer PricingmyTransferPricing vs PlaidCloud Operational Transfer PricingmyTransferPricing vs AibidiamyTransferPricing vs ONESOURCE Transfer PricingmyTransferPricing vs CommendaExactera Transfer Pricing vs PlaidCloud Operational Transfer PricingExactera Transfer Pricing vs AibidiaExactera Transfer Pricing vs ONESOURCE Transfer PricingExactera Transfer Pricing vs CommendaPlaidCloud Operational Transfer Pricing vs AibidiaPlaidCloud Operational Transfer Pricing vs ONESOURCE Transfer PricingPlaidCloud Operational Transfer Pricing vs CommendaAibidia vs ONESOURCE Transfer PricingAibidia vs CommendaONESOURCE Transfer Pricing vs Commenda
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 →
0102T03
C04
0506L07
08Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01Aibidia24%
Aibidia24%02Thomson Reuters ONESOURCE Transfer Pricing16%
Thomson Reuters ONESOURCE Transfer Pricing16%03TPGenie8%
04CCH Tagetik Operational Transfer Pricing4%
05PlaidCloud Operational Transfer Pricing4%
PlaidCloud Operational Transfer Pricing4%06Exactera Transfer Pricing2%
Exactera Transfer Pricing2%07Longview Transfer Pricing2%
08Caribou2%
Caribou2%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, Grok 4.20, Mistral Small, DeepSeek V4 Flash, Llama 4 Maverick, Qwen 3.7 Flash, 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.
Thomson Reuters ONESOURCE Transfer Pricing20%
9 of 45 labels negative · 9 of 14 models · 1 hard negative
“Avoid: Legacy platforms like ONESOURCE or Aibidia for this specific use case” Qwen 3.7 Flash, budget prompt
LexisNexis100%
7 of 7 labels negative · 7 of 14 models · 1 hard negative
“It is not recommended for enterprise use in the latest transfer pricing software evaluations.” Mistral Small, negative prompt
Exactera Transfer Pricing11%
4 of 36 labels negative · 4 of 14 models · 1 hard negative
“Flagged in AI analyses as untenable for large MNEs due to scalability issues and low ROI” Grok 4.20, negative prompt
Aibidia7%
3 of 46 labels negative · 3 of 14 models · 2 hard negative
“Avoid: Platforms with published per-user pricing ... (like Aibidia's per-seat Aurora pricing)” Kimi K2, budget 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
79 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. 1076 links across 220 sites, every framing counted. Ranked by the number of answers carrying the site or page. 55 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.
42 answers · 66 citations · 10 models
vendor site · G233 answers · 46 citations · 13 models
vendor site · Guideflow32 answers · 32 citations · 10 models
publisher (Gane)31 answers · 47 citations · 10 models
vendor site · Sourceforge30 answers · 52 citations · 12 models
26 answers · 28 citations · 10 models
23 answers · 23 citations · 10 models
vendor site · myTransferPricing22 answers · 35 citations · 11 models
20 answers · 26 citations · 9 models
vendor site · Aibidia19 answers · 43 citations · 8 models
19 answers · 19 citations · 9 models
vendor site · Thomson Reuters18 answers · 31 citations · 6 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.
33 answers · 10 models
32 answers · 10 models
28 answers · 12 models
25 answers · 10 models
24 answers · 10 models
23 answers · 10 models
21 answers · 9 models
19 answers · 9 models
16 answers · 9 models
16 answers · 5 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 | 24% | 87 | 90 | 1 | 1,954 | 4 | 1 | |
| Thomson Reuters thomsonreuters.com Thomson Reuters ONESOURCE Transfer Pricing 16% | 16% | 97 | 10 | 0 | 3,055,379 company | $313 | 120 | |
| TPGenie | 8% | 10 | 0 | |||||
| ONESOURCE onesourcecloud.net ONESOURCE Transfer Pricing 8% | 8% | 25 | 10 | 0 | 332 company | 8 | ||
| myTransferPricing mytransferpricing.com myTransferPricing 6%, Transfer Pricing Documenter 2% | 8% | 61 | 0 | 1 | ||||
| CCH Tagetik wolterskluwer.com CCH Tagetik Operational Transfer Pricing 4% | 4% | 28 | 390 | 0 | 2,373,906 company | $15,481 | 28 | |
| PlaidCloud Operational Transfer Pricing plaidcloud.com | 4% | 33 | 0 | 126 | ||||
| Exactera exactera.com Exactera Transfer Pricing 2% | 2% | 90 | 390 | 4 | 725 company | 0 | 4 | |
| Longview longviewsystems.com Longview Transfer Pricing 2% | 2% | 16 | 10 | 0 | 1,157 company | |||
| Optravis optravis.com | 2% | 13 |
Google's top ten for the three searches hold 16 sites; 3 of them are among the sites the models cited here (aibidia.com, g2.com, getsphere.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 PricingRyan transfer pricing softwareChangedOracle Fusion Cloud ERP, SAP S/4HANA, Thomson Reuters ONESOURCE Transfer PricingONESOURCE Transfer Pricing, Optravisno first choiceagainst: Bloomberg Tax Transfer Pricing, CCH Axcess, ONESOURCE Transfer Pricingnothing named
Four alternatives
Aibidia, Bloomberg Tax Transfer Pricing, PlaidCloud Operational Transfer Pricing, TPGenieFive alternatives
Bloomberg Tax Transfer Pricing, CCH Axcess Transfer Pricing, Commenda, ONESOURCE Transfer Pricing, TPGenieFour alternatives
Bloomberg Tax Transfer Pricing, CCH Axcess Transfer Pricing, TPGenie, Zanders GroupTwo alternatives
Aibidia, PlaidCloud Operational Transfer PricingGPT-5.4 miniIntegralEY Global Transfer Pricing Documentation SolutionChangedThomson Reuters ONESOURCE Transfer PricingReptune, TP Quantsno first choiceagainst: Thomson Reuters ONESOURCE Transfer Pricing
Two alternatives
Exactera Transfer Pricing, OptravisThree alternatives
Deloitte Digital Dox, KPMG tpEngine, Thomson Reuters OneSource TP DocumenterThree alternatives
CCH Tagetik Operational Transfer Pricing, Orbitax International Tax Platform, SAP Direct Tax ManagementOne alternative
Oracle Financial Services Funds Transfer Pricing Cloud ServiceGemini 3.5 FlashAibidia, TPGenieThomson Reuters ONESOURCE Transfer PricingChangedThomson Reuters ONESOURCE Transfer PricingSAP PaPMagainst: Bloombergno first choiceagainst: Excel plugins
Four alternatives
Moody’s Analytics, Optravis, SAP PaPM, Thomson Reuters ONESOURCE Transfer PricingFour alternatives
Exactera Transfer Pricing, TPGenie, TPdoc, insightsoftwareSix alternatives
Aibidia, CCH Tagetik Operational Transfer Pricing, Exactera Transfer Pricing, Optravis, TPGenie, insightsoftwareThree alternatives
Aptitude Software, Optravis, Thomson Reuters ONESOURCE Transfer PricingPerplexity SonarAibidiaAibidiaHeldBloomberg Tax Transfer Pricing, Thomson Reuters ONESOURCE Transfer Pricingagainst: Integral, t0Thomson Reuters ONESOURCE Transfer Pricingagainst: Exactera Transfer Pricingno first choiceagainst: Oracle, SAP S/4HANA
Six alternatives
Caribou, EXA OTP, Reptune, Ryan, TPGenie, myTransferPricingTwo alternatives
Reptune, Ryan Transfer PricingFive alternatives
Aibidia, PlaidCloud Operational Transfer Pricing, Ryan transfer pricing software, TPGenie, Zanders Transfer Pricing SuiteOne alternative
Serviceware FinancialGrok 4.20Aibidiaagainst: Avalara, Commenda, PlaidCloud Operational Transfer Pricing, RoyaltyStat, Ryan, Sovos Transfer PricingSovos Transfer PricingChangedAibidiaExactera Transfer Pricingagainst: Caribou, myTPCaribouagainst: Exactera Transfer Pricing, LexisNexis, Thomson Reuters ONESOURCE Transfer Pricing, Wolters Kluwer
Three alternatives
CCH Tagetik Operational Transfer Pricing, Exactera Transfer Pricing, Thomson Reuters ONESOURCE Transfer PricingFour alternatives
Aibidia, Integral Technologies, TPGenie, t0Five alternatives
Deloitte TP Catalyst, EY Transfer Pricing Engine, Exactera Transfer Pricing, Longview Transfer Pricing, Thomson Reuters ONESOURCE Transfer PricingTwo alternatives
Aibidia, Thomson Reuters ONESOURCE Transfer PricingOne alternative
Supernomial t0Mistral SmallAibidiaPlaidCloud Operational Transfer PricingChangedDeloitte TP CatalystONESOURCE Transfer Pricing, Transfer Pricing Documenterno first choiceagainst: LexisNexis, Thomson Reuters ONESOURCE Transfer Pricing, Wolters Kluwer CCH Integrator
Three alternatives
CCH Tagetik Operational Transfer Pricing, Exactera Transfer Pricing, t0Two alternatives
EY Transfer Pricing Engine, Supernomial's t0Four alternatives
Caribou, Exactera Transfer Pricing, Longview Tax, t0One alternative
Exactera Transfer PricingDeepSeek V4 FlashAibidiaTPGenieChangedThomson Reuters ONESOURCE Transfer PricingCCH Tagetik Operational Transfer Pricing, myTransferPricingagainst: Caribou, Supernomial t0no first choiceagainst: Aibidia, LexisNexis, PlaidCloud Operational Transfer Pricing, Reptune, TP Accurate, TPGenie, Thomson Reuters ONESOURCE Transfer Pricing, Tradeint, Wolters Kluwer, myTransferPricing
Four alternatives
CCH Tagetik Operational Transfer Pricing, Caribou, Exactera Transfer Pricing, RyanFour alternatives
Aibidia, Exactera Transfer Pricing, Longview Tax, Longview Transfer PricingFour alternatives
Aibidia, CCH Tagetik Operational Transfer Pricing, Longview Transfer Pricing, Sovos Transfer PricingOne alternative
Thomson Reuters ONESOURCE Transfer PricingLlama 4 MaverickAibidiano first choiceChangedno first choiceno first choiceno first choiceagainst: LexisNexis, Thomson Reuters ONESOURCE Transfer Pricing
Three alternatives
CCH Tagetik Operational Transfer Pricing, Exactera Transfer Pricing, Ryan transfer pricing softwareQwen 3.7 FlashAibidiaThomson Reuters ONESOURCE Transfer PricingChangedExactera Transfer Pricingagainst: Oracle, SAP ModulesPlaidCloud Operational Transfer Pricingagainst: Aibidia, Thomson Reuters ONESOURCE Transfer Pricingno first choiceagainst: Excel, Oracle, SAP S/4HANA
Three alternatives
Supernomial t0, TPGenie, Thomson Reuters ONESOURCE Transfer PricingTwo alternatives
EY Canvas, KPMG TaxNodeFour alternatives
Aibidia, CCH Tagetik Operational Transfer Pricing, Synergen Technologies, VertexOne alternative
OptravisKimi K2AibidiaAibidiaHeldThomson Reuters ONESOURCE Transfer PricingLongview Transfer Pricing, Thomson Reuters ONESOURCE Transfer Pricingagainst: AibidiaThomson Reuters ONESOURCE Transfer Pricingagainst: LexisNexis, Thomson Reuters ONESOURCE Transfer Pricing, Wolters Kluwer CCH
Four alternatives
CCH Tagetik Operational Transfer Pricing, Exactera Transfer Pricing, Longview Transfer Pricing, Thomson Reuters ONESOURCE Transfer PricingTwo alternatives
TPGenie, Thomson Reuters ONESOURCE Transfer PricingFour alternatives
Aibidia, CCH Tagetik Operational Transfer Pricing, Deloitte TP Catalyst, Exactera Transfer PricingOne alternative
Ryan transfer pricing softwareThree alternatives
Exactera Transfer Pricing, RoyaltyRange, TP CatalystGLM 4.7 FlashXCCH Tagetik Operational Transfer Pricing, ONESOURCE Transfer PricingONESOURCE Transfer Pricing DocumenterChangedAibidiamyTransferPricingno first choiceagainst: Exactera Transfer Pricing
Seven alternatives
Aibidia, Caribou, Exactera Transfer Pricing, Longview Transfer Pricing, RoyaltyStat, Savant Labs, Supernomial t0Two alternatives
TPGenie, myTransferPricingSix alternatives
ArmsLength.ai, CCH Tagetik Operational Transfer Pricing, Exactera Transfer Pricing, Ryan transfer pricing software, Zanders Transfer‑Pricing Suite, t0Four alternatives
Aibidia, Exactera Transfer Pricing, PlaidCloud Operational Transfer Pricing, t0MiniMax M2.5AibidiaTPGenieChangedThomson Reuters ONESOURCE Transfer PricingJSCAPE by Redwood, MASVagainst: Files.comno first choiceagainst: Exactera Transfer Pricing, LexisNexis, Thomson Reuters ONESOURCE Transfer Pricing, Wolter Kluwer
Four alternatives
Arm's Length AI, Commenda, Longview Transfer Pricing, Vertex OneSourceTwo alternatives
Ryan's Transfer Pricing Solutions, t0Six alternatives
Aibidia, Commenda, Exactera Transfer Pricing, Sovos Transfer Pricing, TPGenie, VertexThree alternatives
Exactera Transfer Pricing, Signiant Media Shuttle, myTransferPricingGPT-6 LunaThomson Reuters ONESOURCE Transfer PricingTPGenieChangedAibidia, Thomson Reuters ONESOURCE Transfer PricingEY TP Doc Manageragainst: Global Transfer Pricing Documentation Solutionno first choiceagainst: Commenda, Optravis
Three alternatives
Aibidia, Moody's TP Catalyst, SAP Direct Tax ManagementTwo alternatives
Aibidia, Thomson Reuters ONESOURCE Transfer PricingSix alternatives
EXA Operational Transfer Pricing, Exactera Transfer Pricing, Longview Transfer Pricing, Optravis, Reptune, SAP Direct Tax ManagementThree alternatives
Aibidia, Ryan, Thomson Reuters ONESOURCE Transfer PricingFour alternatives
Aibidia's platform, Optravis, Ryan's Transfer Pricing Lifecycle Management, Thomson Reuters ONESOURCE Transfer PricingMuse Glimmer 30BAibidia, Thomson Reuters ONESOURCE Transfer PricingThomson Reuters ONESOURCE Transfer PricingChangedThomson Reuters ONESOURCE Transfer PricingmyTransferPricingno first choiceagainst: LexisNexis, Thomson Reuters ONESOURCE Transfer Pricing, Wolter Kluwer
Three alternatives
Exactera Transfer Pricing, Sovos Transfer Pricing, TPGenieThree alternatives
Aibidia, Integral Technologies, TPGenieNine alternatives
Aibidia, Armslength.ai, CCH Tagetik Operational Transfer Pricing, Longview Transfer Pricing, Oracle, RoyaltyStat, Ryan transfer pricing software, SAP SE, Zanders Transfer Pricing SuiteTwo alternatives
Aibidia, TPGenieBold 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.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:05 | yes | 10 | 7 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:41 | yes | 3 | 5 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:12 | yes | 8 | 20 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 09:00 | yes | 10 | 4 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:25 | yes | 10 | 34 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:37 | yes | 5 | 4 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:45 | yes | 23 | 31 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:30 | yes | 5 | 3 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:35 | yes | 5 | 21 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:26 | yes | 12 | 49 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:16 | yes | 14 | 16 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:13 | yes | 14 | 35 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:03 | yes | 5 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:43 | yes | 12 | 16 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:00 | yes | 10 | 8 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:52 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:13 | yes | 12 | 20 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 11:50 | yes | 10 | 4 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:08 | yes | 14 | 27 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:07 | yes | 5 | 23 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:38 | yes | 23 | 30 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:17 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:12 | no | 0 | 27 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:31 | yes | 25 | 67 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:51 | yes | 23 | 25 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 12:36 | yes | 9 | 35 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:36 | yes | 3 | 11 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:15 | yes | 14 | 17 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:45 | yes | 15 | 10 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:39 | yes | 6 | 9 s |
| Comparative | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 11:09 | yes | 8 | 22 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 09:54 | yes | 10 | 7 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:18 | yes | 13 | 40 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:44 | yes | 24 | 15 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 09:58 | yes | 25 | 29 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:30 | yes | 5 | 3 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:40 | yes | 5 | 33 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:43 | yes | 23 | 55 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:46 | yes | 25 | 65 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:52 | yes | 24 | 63 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:58 | yes | 9 | 20 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:13 | yes | 24 | 34 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 11:57 | yes | 17 | 9 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:08 | yes | 4 | 6 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 12:31 | yes | 16 | 26 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 12:02 | yes | 10 | 4 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:27 | yes | 25 | 31 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:47 | yes | 17 | 11 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:39 | yes | 24 | 30 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:20 | yes | 5 | 2 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:47 | yes | 23 | 171 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:32 | yes | 23 | 25 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 12:14 | yes | 12 | 28 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:27 | yes | 24 | 53 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:29 | yes | 3 | 16 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:50 | yes | 20 | 34 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 10:07 | yes | 27 | 13 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:47 | yes | 3 | 9 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 10:56 | no | 0 | 18 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 11:01 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:21 | yes | 10 | 28 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:01 | no | 0 | 7 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:58 | yes | 20 | 27 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:51 | yes | 5 | 4 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:46 | yes | 15 | 54 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:51 | yes | 23 | 33 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:01 | yes | 22 | 93 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 08:42 | no | 0 | 21 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 09:34 | yes | 3 | 23 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:15 | yes | 20 | 29 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 08:51 | yes | 18 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:36 | yes | 5 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.6-flash (asked for gemini-3.5-flash; the API answered as this version) | 2026-11-01 09:30 | yes | 4 | 26 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 09:37 | yes | 10 | 5 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:18 | yes | 18 | 37 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:33 | yes | 5 | 5 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:01 | yes | 23 | 68 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:12 | yes | 5 | 3 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 08:45 | no | 0 | 34 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:30 | yes | 25 | 26 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:45 | yes | 24 | 94 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:09 | yes | 22 | 64 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 08:39 | yes | 3 | 19 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 11:31 | yes | 24 | 24 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
CCH Tagetik read as CCH Tagetik Operational Transfer Pricing
CCH Tagetik (Wolters Kluwer) read as CCH Tagetik Operational Transfer Pricing
CCH Tagetik by Wolters Kluwer read as CCH Tagetik Operational Transfer Pricing
Exactera read as Exactera Transfer Pricing
Exactera (by A&M) read as Exactera Transfer Pricing
Exactera (formerly CrossBorder Solutions) read as Exactera Transfer Pricing
Exactera (now Commenda) read as Exactera Transfer Pricing
Longview read as Longview Tax
ONESOURCE read as ONESOURCE Transfer Pricing
Orbitax read as Orbitax International Tax Platform
PlaidCloud read as PlaidCloud Operational Transfer Pricing
SAP read as SAP S/4HANA
SAP (TMF) read as SAP S/4HANA
Sovos read as Sovos Transfer Pricing
Supernomial read as Supernomial t0
Supernomial (t0) read as Supernomial t0
Thomson Reuters read as Thomson Reuters ONESOURCE Transfer Pricing
Thomson Reuters (ONESOURCE) read as Thomson Reuters ONESOURCE Transfer Pricing
Thomson Reuters ONESOURCE read as Thomson Reuters ONESOURCE Transfer Pricing
Thomson Reuters ONESOURCE TP read as Thomson Reuters ONESOURCE Transfer Pricing
Thomson Reuters ONESOURCE Transfer Pricing Documenter read as Thomson Reuters ONESOURCE Transfer Pricing
Wolters Kluwer CCH Tagetik read as CCH Tagetik Operational Transfer Pricing
Wolters Kluwer CCH Tagetik (Operational Transfer Pricing) read as CCH Tagetik Operational Transfer Pricing
Wolters Kluwer CCH Tagetik Operational Transfer Pricing read as CCH Tagetik Operational Transfer Pricing
mytransferpricing.com read as myTransferPricing
Unresolved, counted raw
Aibidia's platform
Arm's Length AI
ArmsLength.ai
Armslength.ai
Big Four proprietary tools
Deloitte Digital Dox
EXA AG's Operational Transfer Pricing cloud
EY Canvas
EY TP Doc Manager
Excel plugins
Files.com
Global Transfer Pricing Documentation Solution
JSCAPE by Redwood
KPMG TaxNode
Moody's Transfer Pricing Catalyst
Moody’s Analytics (TP Catalyst / Bureau van Dijk - Orbis)
ONESOURCE Transfer Pricing Documenter (Thomson Reuters)
Oracle Financial Services Funds Transfer Pricing Cloud Service
PwC Transfer Pricing Technology
Quantera
RMG / Exactera
Ryan Transfer Pricing
Ryan's Transfer Pricing Lifecycle Management
Ryan's Transfer Pricing Solutions
SAP Modules
SAP TP
Savant Labs
Signiant Media Shuttle
Synergen Technologies
TP Quants
TP Suite by Astraea
Thomson Reuters ONESOURCE Operational Transfer Pricing
Thomson Reuters OneSource TP Documenter
Tradeint
Transperf
Vertex OneSource
Wolters Kluwer CCH
Zanders
Zanders Group
Zanders Transfer‑Pricing Suite
myTP (Supernomial)
Discontinued, still offered
No shut-down product was recommended here.