One of fourteen models named TPdoc first on the direct prompt; one named PlaidCloud Operational Transfer Pricing. TPdoc was named by seven of the fourteen models and PlaidCloud Operational Transfer Pricing by eight and TPdoc carries 11 labels and PlaidCloud Operational Transfer Pricing 13, so the shares are not 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. Three of four in this category shown.
“PlaidCloud Operational Transfer Pricing appears to offer the best balance of features, pricing, and ease of use” MiniMax M2.5 · direct prompt · first choice
“PlaidCloud Operational Transfer Pricing (Top-ranked on iTechGuides: 9.8/10)” Grok 4.1 Fast · comparative prompt · first choice
“works seamlessly with SAP, Oracle, NetSuite, and other systems without requiring costly custom integrations” Claude Haiku 4.5 · direct prompt · alternative
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.