Two of fourteen models named Precoro first on the direct prompt; zero named Tradogram. Precoro was named by thirteen of the fourteen models and Tradogram by nine and Precoro 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, Precoro and Tradogram were named in the same answer 122 times, of the 287 answers naming Precoro and the 152 naming Tradogram. In those answers Tradogram took the first choice thirty-one times and Precoro thirty-one.
| 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.
“Lacks the depth of integration, supply chain visibility, and operational connectivity that growing physical product companies need as they scale” Claude Haiku 4.5 · negative prompt · soft negative
“Procurify and Precoro are top recommendations due to their robust feature sets, scalability, and focus on mid-market needs” Mistral Small · paraphrase 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.