Tradogram vs Coupa
Zero of fourteen models named Tradogram first on the direct prompt; zero named Coupa. Tradogram was named by eight of the fourteen models and Coupa by fourteen and Tradogram carries 11 labels and Coupa 46, so the shares are not directly comparable.
Named in five categories this edition.
Named in nine 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.
By framing
TradogramFirst choices, of fourteen modelsCoupa
Every model, every framing
| 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 | | | |
Tradogram Coupa first choice named as an alternative argued againstblank: not namedEach cell is one answer, Tradogram on the left and Coupa on the right.The direct prompt
Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Tradogram21%#2 of 9Coupa0%#8 of 9Coupa26%#2 of 9Tradogram0%#– of 9What the models said about Tradogram
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
What the models said about Coupa
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Coupa and Ivalua are the top choices due to their scalability, integration capabilities, and comprehensive feature sets” Mistral Small · paraphrase 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.