Ramp vs ProcureDesk
One of twelve models named Ramp first on the direct prompt; two named ProcureDesk. Ramp was named by ten of the twelve models and ProcureDesk by nine and Ramp carries 19 labels and ProcureDesk 12, so the shares are not directly comparable.
Named in seventeen 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 twelve 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.
By framing
RampFirst choices, of twelve modelsProcureDesk
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 4.1 Fast | | | | |||
| Mistral Small | | | ||||
| DeepSeek V4 Flash | | | ||||
| Llama 4 Maverick | | |||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | |||||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | |
Ramp ProcureDesk first choice named as an alternative argued againstblank: not namedEach cell is one answer, Ramp on the left and ProcureDesk on the right.The direct prompt
Ramp first, ProcureDesk not the choice
1 of 12 modelsProcureDesk was named in the answer but not as the choice, or not at all.ProcureDesk first, Ramp an alternative
2 of 12 modelsRamp was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
4 of 12 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
Ramp27%#1 of 9ProcureDesk2%#– of 9Ramp0%#– of 7ProcureDesk—not namedWhat the models said about Ramp
No label in this category carried a quote.
What the models said about ProcureDesk
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“ProcureDesk appears to be a strong choice specifically built for mid-market.” Claude Haiku 4.5 · direct prompt · first choice
“ProcureDesk is the best overall choice for most mid-market B2B companies” Perplexity Sonar · direct prompt · first choice
“Finance-led AP + procurement | ~$600/month (10 users)| AP automation emphasis | Higher entry cost” Grok 4.1 Fast · paraphrase 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.