Four of fourteen models named Precoro first on the direct prompt; zero named Tradogram. Precoro was named by fourteen of the fourteen models and Tradogram by eight and Precoro carries 39 labels and Tradogram 11, 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 supplier management 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. Five of five in this category shown.
“consider Precoro\u2014but it may not fit a very limited budget: its published plans start at $499/month” GPT-6 Luna · budget prompt · soft negative
“While pricier than others, it's still far more affordable than enterprise platforms” DeepSeek V4 Flash · budget prompt · soft negative
“not* a risk monitoring platform and lighter on sourcing depth and global scale” Perplexity Sonar · negative prompt · soft negative
“Precoro and Tradogram are particularly praised for their combination of affordability, ease of use, and essential supplier management features” Claude Haiku 4.5 · budget prompt · first choice
“The best supplier management software for a mid-market B2B company includes Precoro, GEP SMART, Payhawk, Coupa, and Ivalua.” Llama 4 Maverick · direct prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Tradogram is the standout choice — it's purpose-built for procurement, has a genuinely free tier to start, and scales affordably” DeepSeek V4 Flash · budget prompt · first choice
“Precoro and Tradogram are particularly praised for their combination of affordability” Claude Haiku 4.5 · 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.