Zero of fourteen models named Tradogram first on the direct prompt; zero named ProcureDesk. Tradogram was named by nine of the fourteen models and ProcureDesk by eight and Tradogram carries 12 labels and ProcureDesk 16, so the shares are not directly comparable.
Named in three categories this edition.
Named in four 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, Tradogram and ProcureDesk were named in the same answer thirty-four times, of the 152 answers naming Tradogram and the 57 naming ProcureDesk. In those answers ProcureDesk took the first choice one time and Tradogram nine.
| 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. 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
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“The sweet spot for your 500-person company is solutions like ProcureDesk, Procurify, or Coupa that scale appropriately for your size.” GLM 4.7 FlashX · scale prompt · first choice
“Offers a procure-to-pay suite that combines procurement, invoicing, supply chain optimization, expense management, and payments” Llama 4 Maverick · direct prompt · alternative
“If you need mobile‑first, field‑friendly P2P with quick deployment: ProcureDesk.” GLM 4.7 FlashX · direct prompt · alternative
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.