Precoro vs Ramp
Two of fourteen models named Precoro first on the direct prompt; zero named Ramp. Precoro was named by thirteen of the fourteen models and Ramp by ten and Precoro carries 50 labels and Ramp 22, so the shares are not directly comparable.
Named in five categories this edition.
Named in seventeen 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.
By framing
PrecoroFirst choices, of fourteen modelsRamp
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 | | | | | ||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | | |
Precoro Ramp first choice named as an alternative argued againstblank: not namedEach cell is one answer, Precoro on the left and Ramp on the right.The direct prompt
Precoro first, Ramp not the choice
2 of 14 modelsRamp was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 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
What the models said about Precoro
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Lacks the depth of integration, supply chain visibility, and operational connectivity that growing physical product companies need as they scale” Claude Haiku 4.5 · negative prompt · soft negative
“Procurify and Precoro are top recommendations due to their robust feature sets, scalability, and focus on mid-market needs” Mistral Small · paraphrase prompt · first choice
What the models said about Ramp
No label in this category carried a quote.
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.