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Transfer pricing · November 2026 Edition

TPGenie vs Commenda

Five of fourteen models named TPGenie first on the direct prompt; zero named Commenda. TPGenie was named by thirteen of the fourteen models and Commenda by ten and TPGenie carries 22 labels and Commenda 16, so the shares are not directly comparable.

TPGenie

accepted challenger

Named in one category this edition.

Commenda

accepted challenger

Named in four categories this edition.

First-choice share21%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%6%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#8A position in a field of 11; printed, not drawn.
Labels2216A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, TPGenie reading right to left. Rank and label count are printed, not drawn.Caribou was named alongside these two in eight of the fourteen direct answers. TPGenie vs Caribou · TPGenie vs myTransferPricing · TPGenie vs Exactera Transfer Pricing

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; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the transfer pricing page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
TPGenieFirst choices, of fourteen modelsCommenda
Direct50
Paraphrase51
Comparative00
Budget-constrained10
Scale-constrained10
Negative011 against Commenda
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, TPGenie and Commenda were named in the same answer twelve times, of the 58 answers naming TPGenie and the 70 naming Commenda. In those answers Commenda took the first choice zero times and TPGenie four.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where TPGenie and Commenda stood in it.
ModelDirectTPParaphraseTPComparativeTPBudget-constrainedTPScale-constrainedTPNegativeTP
Claude Haiku 4.5TP
GPT-5.4 miniTP
Gemini 3.5 FlashTPTPTPTPTP
Perplexity SonarTP
Grok 4.20TP
Mistral SmallTPTP
DeepSeek V4 FlashTPTP
Llama 4 MaverickTP
Qwen 3.7 Flash
Kimi K2TP
GLM 4.7 FlashXTP
MiniMax M2.5TP
GPT-6 LunaTP
Muse Glimmer 30BTPTP
TP TPGenie CommendaTP first choiceTP named as an alternativeTP argued againstblank: not namedEach cell is one answer, TPGenie on the left and Commenda on the right.

The direct prompt

The plain question, one answer per model, grouped by where TPGenie and Commenda stood in it.

TPGenie first, Commenda an alternative

5 of 14 modelsCommenda was named in the answer but not as the choice, or not at all.
Gemini 3.5 FlashPlaidCloud Operational Transfer Pricing, TPGenie alternatives: Aibidia, Coperitas, Exactera Transfer Pricing, Moody's TP Catalyst, Optravis, RoyaltyRange
Mistral SmallTPGenie alternatives: Caribou, Commenda, Exactera Transfer Pricing, TPdoc, myTransferPricing
DeepSeek V4 FlashTPGenie alternatives: Caribou, Orbit Analytics
Llama 4 MaverickTPGenie alternatives: Exactera Transfer Pricing, ONESOURCE Transfer Pricing, myTransferPricing, t0
Muse Glimmer 30BTPGenie alternatives: Astraea TP Suite, Commenda, ONESOURCE Transfer Pricing, Orbit Analytics, Transfer Pricing Documenter, t0

Neither was the first choice, one was named

5 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Qwen 3.7 FlashCaribou alternatives: Commenda, ONESOURCE Transfer Pricing, tax.com
Kimi K2Caribou alternatives: Commenda, TPGenie, Thomson Reuters ONESOURCE Transfer Pricing
GLM 4.7 FlashXCaribou alternatives: Commenda, ONESOURCE Transfer Pricing, TP Accurate, TPGenie
MiniMax M2.5Caribou, ONESOURCE Transfer Pricing alternatives: Commenda, Orbit Analytics, TPGenie
GPT-6 LunaReptune alternatives: Aibidia, Commenda, ONESOURCE Transfer Pricing

Neither was named

4 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Exactera Transfer Pricing alternatives: Caribou, ONESOURCE Transfer Pricing, Reptune
GPT-5.4 miniIntegral alternatives: EY Transfer Pricing Engine, Exactera Transfer Pricing, KPMG tpEngine, Reptune
Perplexity SonarExactera Transfer Pricing alternatives: Aibidia, RoyaltyStat, Ryan
Grok 4.20Aibidia alternatives: Caribou, Exactera Transfer Pricing, t0

Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Commenda leads by two points.
Commenda7%#– of 8
TPGenie5%#5 of 8
The full small business standing →
Mid-marketThe figures above
The order flips: TPGenie leads at mid-market.
TPGenie21%#1 of 11
Commenda2%#8 of 11
The full mid-market standing →
Enterprise
TPGenie leads by eight points.
TPGenie8%#3 of 8
Commenda0%#– of 8
The full enterprise standing →

What the models said about TPGenie

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.

“I'd recommend starting with either Sage Intacct (if you need a comprehensive accounting platform) or TPGenie (if you need specialized TP documentation focused on compliance)” Claude Haiku 4.5 · paraphrase prompt · first choice
“TPGenie is currently the top-rated transfer pricing platform for mid-market B2B companies, with a 30% first-choice share” Mistral Small · direct prompt · first choice
“TPGenie is the current endorsed leader in that AI recommendation index for the exact prompt” Muse Glimmer 30B · paraphrase prompt · first choice

What the models said about Commenda

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.

“When to avoid: If your team lacks dedicated TP experts or needs seamless automation.” Grok 4.20 · negative prompt · hard negative
“Choose Commenda if: You use NetSuite ... It is generally considered the most agile option for the mid-market.” Qwen 3.7 Flash · paraphrase prompt · first choice
Also compared

Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.