Twelve of fourteen models named Procurify first on the direct prompt; zero named Tradogram. Procurify was named by fourteen of the fourteen models and Tradogram by nine and Procurify carries 50 labels and Tradogram 12, so the shares are not directly comparable.
Named in five categories this edition.
Named in three categories 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 procure-to-pay page.
Across every category in the October 2026 Edition, Procurify and Tradogram were named in the same answer eighty-four times, of the 232 answers naming Procurify and the 152 naming Tradogram. In those answers Tradogram took the first choice twenty-two times and Procurify thirteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| 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. Two of two in this category shown.
“Solid product but pricing starts around $2,000/month, making it less budget-friendly” Kimi K2 · budget prompt · soft negative
“For most mid-market B2B companies, Procurify or Precoro offer the best balance of functionality, ease of use, and mid-market specialization.” MiniMax M2.5 · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Tradogram is the best balance of cost and full P2P functionality, thanks to its free tier and $99/month entry point.” DeepSeek V4 Flash · budget 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.