One of fourteen models named TPdoc first on the direct prompt; one named Thomson Reuters ONESOURCE Transfer Pricing. TPdoc was named by seven of the fourteen models and Thomson Reuters ONESOURCE Transfer Pricing by seven and both carry 11 labels, so the shares below are directly comparable.
Named in one category this edition.
Named in one category this edition.
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.
| Model | DirectTP | ParaphraseTP | ComparativeTP | Budget-constrainedTP | Scale-constrainedTP | NegativeTP |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | TP | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | TP | TP | ||||
| Perplexity Sonar | TP | |||||
| Grok 4.1 Fast | TP | |||||
| Mistral Small | TP | TP | ||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | TP | |||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | TP | |||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“TPdoc and Spherion are the top recommendations due to their ease of use, compliance features, and scalability” Mistral Small · direct prompt · first choice
“I would most likely recommend TPdoc if your main need is transfer pricing documentation automation” Perplexity Sonar · paraphrase prompt · first choice
“I would recommend TPdoc as your intercompany transfer pricing documentation tool” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Mid-market companies or firms with simpler structures will find it overbuilt and expensive... The platform's biggest weakness is its implementation burden.” Muse Glimmer 30B · negative prompt · soft negative
“typically priced at $75,000–$500,000+/year, which is generally overkill (and overbudget) for most mid-sized B2B companies” DeepSeek V4 Flash · paraphrase prompt · soft negative
“ONESOURCE ranks third because it unifies indirect tax with direct tax, provision, and transfer pricing, giving multinational tax departments one system covering more than 190 countries.” Muse Glimmer 30B · comparative prompt · first choice
“For large, global teams needing a full suite: Thomson Reuters or Wolters Kluwer.” Mistral Small · comparative prompt · first choice
“Widely considered the market leader, ONESOURCE offers a modular approach.” GLM 4.7 FlashX · comparative prompt · first choice
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.