Zero of fourteen models named Tradogram first on the direct prompt; three named Precoro. Tradogram was named by eight of the fourteen models and Precoro by fourteen and Tradogram carries 11 labels and Precoro 39, so the shares are not directly comparable.
Named in five categories this edition.
Named in six 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 supplier management page.
Across every category in the November 2026 Edition, Tradogram and Precoro were named in the same answer 102 times, of the 125 answers naming Tradogram and the 352 naming Precoro. In those answers Precoro took the first choice forty times and Tradogram nineteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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. Three of four in this category shown.
“If you need full procurement (POs, contracts, approvals) → Tradogram (free tier first, then ~$99–225/month)” DeepSeek V4 Flash · budget prompt · first choice
“Start with Tradogram ($99/month) if you need a professional solution with room to grow” Kimi K2 · budget prompt · first choice
“Best Overall for Budget Procurement & Supplier Management: Tradogram” Gemini 3.5 Flash · budget 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.
“Why be cautious: ... noted for having limited positive feedback and are considered less robust” Mistral Small · negative prompt · soft negative
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.