Zero of fourteen models named Tradogram first on the direct prompt; seven named Procurify. Tradogram was named by nine of the fourteen models and Procurify by nine and Tradogram carries 14 labels and Procurify 11, so the shares are not directly comparable.
Named in three categories this edition.
Named in five 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 strategic sourcing page.
Across every category in the October 2026 Edition, Tradogram and Procurify were named in the same answer eighty-four times, of the 152 answers naming Tradogram and the 232 naming Procurify. In those answers Procurify took the first choice thirteen times and Tradogram twenty-two.
| 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.
“Free tier (5 transactions/month) for testing; paid plans scale affordably but limited for ongoing use.” Grok 4.1 Fast · budget prompt · soft negative
“A cloud-based e-sourcing and procurement platform built for small and mid-sized organizations... Pricing starts with a free tier” Claude Haiku 4.5 · budget 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.
“For most mid-market B2B companies, Procurify offers the best balance of speed-to-value, feature completeness, mid-market-specific design, and proven results.” DeepSeek V4 Flash · direct prompt · first choice
“"Procurify is the best pick when mid-market finance and operations teams need controlled purchasing with department budgets and approvals"[” Muse Glimmer 30B · direct 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.