accepted challengerNamed in seventeen categories this edition.
accepted challengerNamed in five categories this edition.
First-choice share17%6%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate5%5%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#3A position in a field of 12; printed, not drawn.
Labels1940A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Ramp reading right to left. Rank and label count are printed, not drawn.Procurify was named alongside these two in twelve of the twelve direct answers. Procurify vs Ramp · Procurify vs Precoro 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
How many of the twelve models made each the first choice, per way of asking, and how many argued against it.
RampFirst choices, of twelve modelsPrecoro
Direct11
Paraphrase01
Comparative00
Budget-constrained711 against Precoro
Scale-constrained00
Negative011 against Ramp · 1 against Precoro
Bars are first choices, 0 to 12 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to twelve.
The direct prompt
The plain question, one answer per model, grouped by where Ramp and Precoro stood in it.
Ramp first, Precoro not the choice
1 of 12 modelsPrecoro was named in the answer but not as the choice, or not at all.Llama 4 MaverickAPSentra, Procurify, Ramp
Precoro first, Ramp an alternative
1 of 12 modelsRamp was named in the answer but not as the choice, or not at all.Mistral SmallPrecoro, Procurify alternatives: APSentra, Coupa, Ramp
Neither was the first choice, one was named
7 of 12 modelsThe answer put something else first and named one of the two as an alternative.Gemini 3.5 FlashProcurify alternatives: Precoro, Ramp, Tipalti, Zip
Perplexity SonarProcureDesk alternatives: Precoro, Procurify, Ramp, Rillion
xAIGrok 4.1 FastProcurify alternatives: Fraxion, Precoro, Ramp
DeepSeek V4 FlashProcurify alternatives: GEP SMART, Precoro
Kimi K2Procurify, Stampli alternatives: Precoro
Z.AIGLM 4.7 FlashXProcurify alternatives: APSentra, Precoro, ProcureDesk
MiniMax M2.5APSentra alternatives: Precoro, Procurify
Neither was named
3 of 12 modelsThe answer made no first choice from these two in this category.Claude Haiku 4.5ProcureDesk alternatives: Procurify, Rillion
GPT-5.4 miniProcurify alternatives: Order.co, ProcureDesk, Tipalti
Qwen 3.7 FlashProcurify alternatives: APSentra, Fraxion, Oracle NetSuite
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.
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.