One of fourteen models named Aibidia first on the direct prompt; one named ONESOURCE Transfer Pricing. Aibidia was named by eleven of the fourteen models and ONESOURCE Transfer Pricing by eleven and Aibidia carries 27 labels and ONESOURCE Transfer Pricing 16, 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 | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | OT | |||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | OT | |||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | OT | |||||
| Qwen 3.7 Flash | OT | OT | ||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | OT | |||||
| MiniMax M2.5 | OT | |||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | OT | OT |
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. Six of seven in this category shown.
“Enterprise pricing | Best for large multinationals” DeepSeek V4 Flash · budget prompt · hard negative
“Likely excessive for a budget-constrained company unless transaction volume and compliance complexity are high.” Perplexity Sonar · budget prompt · soft negative
“aimed at larger, complex groups” DeepSeek V4 Flash · direct prompt · soft negative
“Pick Aibidia if you want to centralize all TP data and automate 100+ local files with AI-driven audit trails.” DeepSeek V4 Flash · comparative prompt · first choice
“smaller, specialized tools (like Commenda or Aibidia) currently show the strongest user satisfaction” DeepSeek V4 Flash · negative prompt · first choice
“Aibidia stands out as the best overall transfer pricing platform for a mid-market B2B company” Grok 4.20 · direct 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.
“carries a higher negative-rate share in that particular methodology. Users generally cite cost and complexity as considerations rather than a safety issue.” Muse Glimmer 30B · negative prompt · soft negative
“powerful but typically cost tens of thousands annually and target larger multinationals” Grok 4.20 · budget prompt · soft negative
“I recommend starting with ONESOURCE Transfer Pricing if you need comprehensive documentation and compliance automation” MiniMax M2.5 · direct prompt · first choice
“1. ONESOURCE Transfer Pricing (Thomson Reuters) – Comprehensive, ERP-integrated” Kimi K2 · scale prompt · first choice
“Cons: Can be more expensive and require more implementation time/setup compared to newer cloud-native competitors.” Qwen 3.7 Flash · paraphrase 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.