Transfer pricing
Asked as “transfer pricing platform”, and as “intercompany transfer pricing documentation tool”, on behalf of a mid-market B2B company. 56 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each. Added to the November 2026 Edition.
Standing · first-choice share
21%
Contested · Caribou 16%
21TPGenie16Caribou14myTransferPricing48others
21% of first choices, contested.
Since October 2026▼−9Since October 2026: 30% → 21%, −9 points. Inside the 10-point floor: within noise.TPGenie held the lead, −9 points on 30%, 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.This pageEnterprise
Aibidia24%Contested▲+6Since October 2026: 18% → 24%, +6 points. Inside the 10-point floor: within noise.Standing →
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.This pageEnterpriseAibidia24%Contested▲+6Since October 2026: 18% → 24%, +6 points. Inside the 10-point floor: within noise.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a mid-market B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince October 2026
01TPGenie21%0%22accepted challenger▼−9Since October 2026: 30% → 21%, −9 points. Inside the 10-point floor: within noise.30% → 21%
02
Caribou16%7%30accepted challenger▲+12Since October 2026: 4% → 16%, +12 points. Past the 10-point floor: movement.4% → 16%
Caribou16%7%30accepted challenger▲+12Since October 2026: 4% → 16%, +12 points. Past the 10-point floor: movement.4% → 16%03myTransferPricing14%6%16accepted challenger▲+6Since October 2026: 8% → 14%, +6 points. Inside the 10-point floor: within noise.8% → 14%
myTransferPricing14%6%16accepted challenger▲+6Since October 2026: 8% → 14%, +6 points. Inside the 10-point floor: within noise.8% → 14%04
Exactera Transfer Pricing9%17%29accepted challenger▲+1Since October 2026: 8% → 9%, +1 point. Inside the 10-point floor: within noise.8% → 9%
Exactera Transfer Pricing9%17%29accepted challenger▲+1Since October 2026: 8% → 9%, +1 point. Inside the 10-point floor: within noise.8% → 9%05
PlaidCloud Operational Transfer Pricing5%0%11accepted challenger▲+3Since October 2026: 2% → 5%, +3 points. Inside the 10-point floor: within noise.2% → 5%
PlaidCloud Operational Transfer Pricing5%0%11accepted challenger▲+3Since October 2026: 2% → 5%, +3 points. Inside the 10-point floor: within noise.2% → 5%06Aibidia4%11%27accepted challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 10-point floor: within noise.2% → 4%
Aibidia4%11%27accepted challenger▲+2Since October 2026: 2% → 4%, +2 points. Inside the 10-point floor: within noise.2% → 4%07ONESOURCE Transfer Pricing4%12%16accepted challenger▲+4Since October 2026: 0% → 4%, +4 points. Inside the 10-point floor: within noise.0% → 4%
08
Commenda2%6%16accepted challenger▼−6Since October 2026: 8% → 2%, −6 points. Inside the 10-point floor: within noise.8% → 2%
Commenda2%6%16accepted challenger▼−6Since October 2026: 8% → 2%, −6 points. Inside the 10-point floor: within noise.8% → 2%09t02%11%18accepted challenger=heldSince October 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise.2% → 2%
Show the two products at 0%, ordered by negative rate
11
Thomson Reuters ONESOURCE Transfer Pricing0%55%31criticized challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 10-point floor: within noise.6% → 0%
Thomson Reuters ONESOURCE Transfer Pricing0%55%31criticized challenger▼−6Since October 2026: 6% → 0%, −6 points. Inside the 10-point floor: within noise.6% → 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.
For buyers
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 →
T01
0203040506O07
08t09
R10
11Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative40%
Key
01TPGenie21%
02Caribou16%
Caribou16%03myTransferPricing14%
myTransferPricing14%04Exactera Transfer Pricing9%
Exactera Transfer Pricing9%05PlaidCloud Operational Transfer Pricing5%
PlaidCloud Operational Transfer Pricing5%06Aibidia4%
Aibidia4%07ONESOURCE Transfer Pricing4%
08Commenda2%
Commenda2%09t02%
10RoyaltyStat0%
11Thomson Reuters ONESOURCE Transfer Pricing0%
Thomson Reuters ONESOURCE Transfer Pricing0%What they warned about
Three 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, 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 Pricing55%
17 of 31 labels negative · 9 of 14 models · 1 hard negative
“Enterprise tools (e.g., from Thomson Reuters or Bloomberg) are often overkill and expensive for mid-sized B2B.” Grok 4.20, paraphrase prompt
Exactera Transfer Pricing17%
5 of 29 labels negative · 5 of 14 models
“it typically starts at a significant annual cost (approx. $15,400/year), making it better suited for larger enterprises rather than a typical mid-sized B2B company” GLM 4.7 FlashX, paraphrase prompt
Aibidia11%
3 of 27 labels negative · 2 of 14 models · 1 hard negative
“Enterprise pricing | Best for large multinationals” DeepSeek V4 Flash, budget prompt
CCH Tagetik Operational Transfer Pricing
60%
3 of 5 labels negative · 2 of 14 models · 1 hard negative
“Enterprise-grade, high cost” DeepSeek V4 Flash, 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
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. 954 links across 172 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.
47 answers · 47 citations · 11 models
vendor site · Sourceforge43 answers · 80 citations · 11 models
39 answers · 61 citations · 10 models
vendor site · Guideflow33 answers · 33 citations · 11 models
vendor site · G232 answers · 42 citations · 14 models
vendor site · myTransferPricing30 answers · 60 citations · 12 models
29 answers · 42 citations · 12 models
22 answers · 29 citations · 11 models
publisher (Gane)20 answers · 21 citations · 9 models
15 answers · 15 citations · 7 models
15 answers · 15 citations · 10 models
vendor site · Aibidia12 answers · 22 citations · 7 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
33 answers · 11 models
32 answers · 10 models
24 answers · 13 models
18 answers · 9 models
18 answers · 9 models
17 answers · 9 models
15 answers · 7 models
15 answers · 10 models
15 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 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 |
|---|---|---|---|---|---|---|---|---|
| TPGenie | 21% | 10 | 0 | |||||
| myTransferPricing mytransferpricing.com myTransferPricing 14%, my* TransferPricing 4% | 18% | 61 | 0 | 1 | ||||
| Caribou usecaribou.com | 16% | 64 | 201,000 | 30,293 | 271 | 4 | ||
| Exactera exactera.com Exactera Transfer Pricing 9% | 9% | 90 | 390 | 4 | 725 company | 0 | 4 | |
| PlaidCloud Transfer Pricing plaidcloud.com PlaidCloud Operational Transfer Pricing 5%, PlaidCloud Transfer Pricing 2% | 7% | 33 | 126 | |||||
| Aibidia aibidia.com | 4% | 87 | 90 | 1 | 1,954 | 4 | 1 | |
| ONESOURCE onesourcecloud.net ONESOURCE Transfer Pricing 4% | 4% | 25 | 10 | 0 | 332 company | 8 | ||
| Reptune reptune.tax | 4% | 15 | ||||||
| Commenda commenda.io | 2% | 70 | 390 | 5 | 569,684 | $5,224 | 0 | |
| t0 | 2% | 1,600 | 187 |
Google's top ten for the three searches hold 16 sites; 4 of them are among the sites the models cited here (aibidia.com, g2.com, getsphere.com, usecaribou.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 a mid-market B2B company?”Paraphrase“Which intercompany transfer pricing documentation tool would you recommend to a mid-sized B2B company?”Comparative“What are the top transfer pricing platforms and how do they differ?”Budget-constrained“What is the best transfer pricing platform for a company with a limited budget?”Scale-constrained“We are a 500 person company evaluating a transfer pricing platform. What should we look at?”Negative“Which transfer pricing platforms should I avoid or be cautious about?”
Claude Haiku 4.5Exactera Transfer PricingSage Intacct, TPGenieChangedThomson Reuters ONESOURCE Transfer PricingPlaidCloud Operational Transfer Pricingno first choicenothing named
Three alternatives
Caribou, ONESOURCE Transfer Pricing, ReptuneOne alternative
PlaidCloud Operational Transfer PricingTwo alternatives
Oracle Fusion Cloud ERP, SAP S/4HANAOne alternative
Exactera Transfer PricingGPT-5.4 miniIntegralExactera Transfer PricingChangedagainst: Thomson Reuters ONESOURCE Transfer PricingThomson Reuters ONESOURCE Transfer PricingTaxDomeno first choiceagainst: Thomson Reuters ONESOURCE Transfer Pricing
Four alternatives
EY Transfer Pricing Engine, Exactera Transfer Pricing, KPMG tpEngine, ReptuneOne alternative
TPGenieFive alternatives
CCH Tagetik Operational Transfer Pricing, Deloitte TP Digital DoX, EY TP Web / EY Global Transfer Pricing Documentation Solution, IBFD Global Transfer Pricing Explorer Plus, KPMG tpEngineOne alternative
Exactera Transfer PricingGemini 3.5 FlashPlaidCloud Operational Transfer Pricing, TPGenieagainst: SAP S/4HANA, Thomson Reuters ONESOURCE Transfer PricingTPGenieChangedagainst: Thomson Reuters ONESOURCE Transfer Pricingno first choiceTPGenieagainst: Bloomberg Tax Transfer Pricing, Bureau van Dijk's Orbis, Thomson Reuters ONESOURCE Transfer Pricing, ktMINEAibidia, Exactera Transfer Pricing, Orbitax International Tax Platform, TPGenieagainst: Thomson Reuters ONESOURCE Transfer Pricing, Vertexnothing named
Six alternatives
Aibidia, Coperitas, Exactera Transfer Pricing, Moody's TP Catalyst, Optravis, RoyaltyRangeFour alternatives
Caribou, Exactera Transfer Pricing, Reptune, TPdocSeven alternatives
Aibidia, Bureau van Dijk, Longview Transfer Pricing, Optravis, RoyaltyRange, TPGenie, Thomson Reuters ONESOURCE Transfer PricingSix alternatives
Aibidia, Royalty Range, RoyaltyStat, TPdoc, iVC Consulting, myTransferPricingPerplexity SonarExactera Transfer Pricingagainst: RebankExactera Transfer PricingHeldagainst: Ryanno first choicePlaidCloud Operational Transfer Pricingagainst: Aibidia, Ryan, Servicewareno first choicenothing named
Three alternatives
Aibidia, RoyaltyStat, RyanTwo alternatives
PlaidCloud Operational Transfer Pricing, TPdocEleven alternatives
Aibidia, Caribou, Exactera Transfer Pricing, Oracle Fusion Cloud ERP, Reptune, RoyaltyStat, Ryan transfer pricing software, SAP S/4HANA, Thomson Reuters ONESOURCE Transfer Pricing, Vertex Transfer Pricing, Zanders Transfer Pricing SuiteThree alternatives
Caribou, Spreadsheet, TPGenieGrok 4.20Aibidiaagainst: CCH Tagetik Operational Transfer Pricing, SAP S/4HANA, Thomson Reuters ONESOURCE Transfer PricingCaribou, myTransferPricingChangedagainst: Bloomberg, Thomson Reuters ONESOURCE Transfer Pricing, t0Aibidiaagainst: CCH Tagetik Operational Transfer PricingmyTransferPricingagainst: Caribou, Exactera Transfer Pricing, ONESOURCE Transfer Pricingno first choiceagainst: Commenda, Longview Tax, Supernomial t0, myTransferPricing
Three alternatives
Caribou, Exactera Transfer Pricing, t0One alternative
PlaidCloud Operational Transfer PricingThree alternatives
Caribou, Deloitte TP Catalyst, Thomson Reuters ONESOURCE Transfer PricingThree alternatives
Excel, TPGenie, t0Six alternatives
Aibidia, Bloomberg Tax Transfer Pricing, Deloitte's TP tools, PlaidCloud Operational Transfer Pricing, TP Catalyst, Thomson Reuters ONESOURCE Transfer PricingMistral SmallTPGenieTPGenieHeldno first choicemy* TransferPricingno first choiceagainst: Exactera Transfer Pricing, Intercompany.io, SyncDay Transfer Pricing Platform
Five alternatives
Caribou, Commenda, Exactera Transfer Pricing, TPdoc, myTransferPricingTwo alternatives
Commenda, TPdocTwo alternatives
Caribou, CommendaDeepSeek V4 FlashTPGenieagainst: Aibidia, Oracle, Thomson Reuters ONESOURCE Transfer PricingCaribouChangedAibidia, Thomson Reuters ONESOURCE Transfer PricingmyTransferPricing, t0against: Aibidia, CCH Tagetik Operational Transfer Pricing, Caribouno first choiceagainst: Exactera Transfer Pricing, Longview Transfer Pricing, Thomson Reuters ONESOURCE Transfer Pricing, Wolters Kluwer CCH
Two alternatives
Caribou, Orbit AnalyticsFour alternatives
Aibidia, Commenda, ONESOURCE Transfer Pricing, Sovos Transfer PricingTwo alternatives
Longview Solutions, Wolters KluwerOne alternative
TPGenieLlama 4 MaverickTPGeniemyTransferPricingChangedno first choiceno first choiceagainst: Thomson Reuters ONESOURCE Transfer Pricingno first choiceagainst: Exactera Transfer Pricing, LexisNexis, Thomson Reuters ONESOURCE Transfer Pricing, Wolters Kluwer
Four alternatives
Exactera Transfer Pricing, ONESOURCE Transfer Pricing, myTransferPricing, t0Two alternatives
PlaidCloud Operational Transfer Pricing, TPdocQwen 3.7 FlashCaribouCommendaChangedt0against: One SourceCaribou, ReptuneSCS xAct, Taxera, Transplaceagainst: EY Paragon, KPMG Veritas, Thomson Reuters ONESOURCE Transfer Pricingagainst: RoyaltyStat
Three alternatives
Commenda, ONESOURCE Transfer Pricing, tax.comTwo alternatives
Caribou, ONESOURCE Transfer PricingThree alternatives
Caribou, Exactera Transfer Pricing, RyanOne alternative
TP AccurateKimi K2CaribouCaribouHeldThomson Reuters ONESOURCE Transfer PricingmyTransferPricingONESOURCE Transfer Pricingagainst: LexisNexis, Thomson Reuters ONESOURCE Transfer Pricing, Wolters Kluwer
Three alternatives
Commenda, TPGenie, Thomson Reuters ONESOURCE Transfer PricingTwo alternatives
Aibidia, myTransferPricingSix alternatives
Aibidia, Caribou, Exactera Transfer Pricing, Loctax, Longview Transfer Pricing, t0One alternative
t0Four alternatives
Aibidia, Coperitas Flow, Exactera Transfer Pricing, TP AccurateGLM 4.7 FlashXCariboumyTransferPricingChangedagainst: Exactera Transfer PricingThomson Reuters ONESOURCE Transfer PricingmyTransferPricingagainst: Excelno first choicenothing named
Four alternatives
Commenda, ONESOURCE Transfer Pricing, TP Accurate, TPGenieOne alternative
CaribouFive alternatives
Caribou, Coperitas Flow, PwC Navigate, RoyaltyRange, t0Two alternatives
RoyaltyStat, TPguidelines.comMiniMax M2.5Caribou, ONESOURCE Transfer PricingPlaidCloud Transfer PricingChangedno first choicemyTransferPricingno first choicenothing named
Three alternatives
Commenda, Orbit Analytics, TPGenieTwo alternatives
EY Transfer Pricing Engine, t0Two alternatives
Caribou, PlaidCloud Operational Transfer PricingGPT-6 LunaReptuneTPGenieChangedno first choiceExcelno first choiceagainst: Integral, Reptune, Thomson Reuters ONESOURCE Transfer Pricing, t0
Three alternatives
Aibidia, Commenda, ONESOURCE Transfer PricingOne alternative
Exactera Transfer PricingTwo alternatives
Commenda, myTransferPricingMuse Glimmer 30BTPGenieCaribou, TPGenieChangedagainst: Thomson Reuters ONESOURCE Transfer PricingThomson Reuters ONESOURCE Transfer Pricing, Wolters Kluwer CCH / Tax & Compliancemy* TransferPricingno first choiceagainst: ONESOURCE Transfer Pricing, Sovos Transfer Pricing, Thomson Reuters ONESOURCE Transfer Pricing
Six alternatives
Astraea TP Suite, Commenda, ONESOURCE Transfer Pricing, Orbit Analytics, Transfer Pricing Documenter, t0Two alternatives
Commenda, TPdocThree alternatives
Aibidia, Caribou, Ryan transfer pricing softwareTwo alternatives
Spreadsheet, Supernomial t0Bold 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 09:06 | yes | 10 | 6 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 08:52 | 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 10:20 | yes | 10 | 18 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-11-01 09:58 | yes | 10 | 3 s |
| Direct recommendation | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:29 | yes | 10 | 32 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:28 | yes | 5 | 31 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 11:37 | yes | 22 | 23 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:40 | yes | 5 | 2 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 10:15 | yes | 5 | 27 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:56 | yes | 8 | 18 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:12 | yes | 21 | 55 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 10:04 | yes | 23 | 68 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:30 | yes | 5 | 18 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:19 | yes | 13 | 21 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:48 | yes | 9 | 7 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 12:12 | yes | 2 | 6 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 10:30 | yes | 7 | 21 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-11-01 11:48 | yes | 10 | 3 s |
| Paraphrase | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:14 | yes | 5 | 28 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:42 | yes | 5 | 3 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:27 | yes | 22 | 24 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:28 | yes | 5 | 3 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:30 | yes | 5 | 22 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 12:16 | yes | 10 | 29 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 09:49 | yes | 24 | 44 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:51 | yes | 5 | 31 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-11-01 11:53 | yes | 3 | 19 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:36 | yes | 13 | 20 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:44 | yes | 9 | 8 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 10:23 | yes | 7 | 8 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 10:00 | yes | 13 | 21 s |
| Comparative | Perplexity Sonar | sonar | 2026-11-01 11:17 | yes | 10 | 6 s |
| Comparative | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:19 | yes | 14 | 72 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 12:12 | yes | 19 | 17 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:43 | yes | 25 | 30 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 12:08 | yes | 5 | 2 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:41 | yes | 9 | 38 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 08:48 | yes | 24 | 64 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:30 | yes | 24 | 36 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:57 | yes | 15 | 33 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:28 | yes | 9 | 18 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 10:57 | yes | 19 | 28 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:42 | yes | 10 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 09:47 | yes | 2 | 4 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 11:29 | yes | 12 | 20 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-11-01 09:23 | yes | 10 | 3 s |
| Budget constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:14 | yes | 22 | 33 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 11:07 | yes | 8 | 6 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 12:34 | yes | 22 | 18 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 10:58 | yes | 5 | 3 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 09:10 | yes | 8 | 40 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 10:46 | yes | 19 | 27 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 10:28 | yes | 25 | 34 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:28 | yes | 10 | 19 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:01 | yes | 3 | 15 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:53 | yes | 15 | 13 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 12:41 | yes | 20 | 12 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:04 | no | 0 | 8 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 10:23 | no | 0 | 17 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-11-01 10:01 | yes | 10 | 9 s |
| Scale constrained | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:15 | yes | 5 | 32 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:55 | no | 0 | 8 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 10:57 | yes | 16 | 53 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 09:54 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:29 | no | 0 | 35 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:20 | yes | 19 | 38 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:05 | yes | 15 | 35 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 09:42 | yes | 10 | 19 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-11-01 10:07 | yes | 3 | 16 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 12:14 | yes | 12 | 16 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-11-01 09:27 | yes | 18 | 8 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-11-01 11:32 | 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 09:37 | yes | 10 | 15 s |
| Negative framing | Perplexity Sonar | sonar | 2026-11-01 12:20 | yes | 10 | 4 s |
| Negative framing | Grok 4.20 | spacexai/grok-4.20-non-reasoning via xai | 2026-11-01 13:27 | yes | 10 | 30 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-11-01 09:54 | yes | 5 | 4 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-11-01 08:52 | yes | 21 | 28 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-11-01 11:50 | yes | 8 | 4 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-11-01 11:01 | yes | 18 | 38 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-11-01 11:10 | yes | 25 | 53 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-11-01 11:35 | yes | 19 | 104 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-11-01 11:18 | yes | 15 | 35 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-11-01 12:05 | yes | 3 | 17 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-11-01 09:45 | yes | 24 | 27 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 (formerly CrossBorder Solutions) read as Exactera Transfer Pricing
Longview read as Longview Tax
Longview (by Vertex) read as Longview Tax
Longview (by insightsoftware) read as Longview Tax
ONESOURCE read as ONESOURCE Transfer Pricing
ONESOURCE (Thomson Reuters) read as ONESOURCE Transfer Pricing
Orbitax read as Orbitax International Tax Platform
PlaidCloud read as PlaidCloud Operational Transfer Pricing
Reptune.net read as Reptune
SAP read as SAP S/4HANA
Sovos (Taxify) read as Sovos Transfer Pricing
Supernomial 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
Wolters Kluwer CCH Tagetik read as CCH Tagetik Operational Transfer Pricing
Wolters Kluwer CCH Tagetik (with Transfer Pricing modules) read as CCH Tagetik Operational Transfer Pricing
Unresolved, counted raw
Armslength.ai
Astraea TP Suite
Bureau van Dijk's Orbis
CCH Transfer Pricing
Deloitte TP Digital
Deloitte's TP tools
EY Paragon
EY TP Web / EY Global Transfer Pricing Documentation Solution
Free Excel Templates
Grant Thornton TP Solutions
KPMG TP Tracker
KPMG Veritas
Loctax
Optravis TP Management Tool
PlaidCloud Transfer Pricing
PwC Navigate (globalDoc Solution)
PwC TP Platform
PwC tools
QTPA
Royalty Range
SCS xAct
Sovos TP
Synergen
TP Doc Gen AI
TPguidelines.com
Taxera
Transplace
Wolters Kluwer CCH
Wolters Kluwer CCH / Tax & Compliance
iVC Consulting (Transfer Pricing Tools)
Discontinued, still offered
No shut-down product was recommended here.