Zero of fourteen models named Pricefx first on the direct prompt; one named SolveXia. Pricefx was named by fourteen of the fourteen models and SolveXia by nine and Pricefx carries 41 labels and SolveXia 15, so the shares are not directly comparable.
Named in one category this edition.
Named in three 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 rebate management page.
Across every category in the November 2026 Edition, Pricefx and SolveXia were named in the same answer twenty-five times, of the 119 answers naming Pricefx and the 54 naming SolveXia. In those answers SolveXia took the first choice one time and Pricefx zero.
| 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 |
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. Six of seven in this category shown.
“Avoid pure enterprise plays like Vendavo, Pricefx, or Vistex” Grok 4.20 · direct prompt · hard negative
“pricing platforms can be overly complex, prohibitively expensive, and slower to implement compared to dedicated rebate engines” Gemini 3.5 Flash · negative prompt · soft negative
“possibly overkill if rebates are your primary need” DeepSeek V4 Flash · direct prompt · soft negative
“PriceFX if you are a manufacturer or B2B service provider focusing on margin control” Qwen 3.7 Flash · paraphrase prompt · first choice
“The best rebate management platform for a company with a limited budget is Pricefx” Llama 4 Maverick · budget prompt · first choice
“I'd recommend starting with Enable or Pricefx” MiniMax M2.5 · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of five in this category shown.
“Solvexia has more depth but may carry more functionality than smaller businesses need.” MiniMax M2.5 · comparative prompt · soft negative
“sometimes criticized for being overly complex for smaller mid-market firms” Qwen 3.7 Flash · direct prompt · soft negative
“Reviewers describe adopting it because they'd outgrown spreadsheets, then automating reporting, reconciliation and rebate calculations without leaning on IT” Claude Haiku 4.5 · direct prompt · first choice
“Solvexia automates complex calculation workflows and data matching without requiring expensive full-scale ERP customizations.” Gemini 3.5 Flash · budget prompt · alternative
“Focuses on automation, accuracy, centralized rules, and real-time insights; often praised for reducing errors.” Grok 4.20 · scale 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.