Two of twelve models named Vena first on the direct prompt; five named Pigment. Both were named by all twelve models and Vena carries 45 labels and Pigment 38, so the shares are not directly comparable.
Named in ten categories this edition.
Named in six 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 FP&A platforms page.
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. Five of five in this category shown.
“"would rather eat a bullet than use it again." ... Anaplan and Vena are the two with the most consistent negative sentiment” DeepSeek V4 Flash · negative prompt · hard negative
“If data sovereignty and verified security audits are non-negotiable for you, this is a major red flag.” Qwen 3.7 Flash · negative prompt · hard negative
“Avoid: Vena (ongoing performance, learning curve, support, and security concerns)” GLM 4.7 FlashX · negative prompt · hard negative
“Go with Vena if your finance team wants to continue modeling in Excel but needs to eliminate spreadsheet errors and automate data ingestion from your ERP.” Gemini 3.5 Flash · paraphrase prompt · first choice
“Choose Vena or Datarails if you have a small to mid-sized finance team that wants to retain the comfort of using Excel” Qwen 3.7 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Avoid or be cautious about enterprise platforms (Anaplan, Workday Adaptive, Planful, Pigment)” Mistral Small · negative prompt · hard negative
“What to avoid when budget is tight ... overkill for a budget-conscious company” DeepSeek V4 Flash · budget prompt · hard negative
“Pigment and other enterprise platforms have pricing that "scales significantly with user count and data volume."” MiniMax M2.5 · negative prompt · soft negative
“Pigment | Tech-forward mid-market, driver‑based modeling, rapid scenario analysis | Deep driver‑based modeling ... enterprise‑grade power on short implementation timelines” GLM 4.7 FlashX · direct prompt · first choice
“Go with Pigment if you are forward-looking, have a modern finance team, and want a highly collaborative, visual, and agile scenario-planning tool.” Gemini 3.5 Flash · paraphrase prompt · first choice
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.