Zero of fourteen models named Pricefx first on the direct prompt; zero named Voucherify. Pricefx was named by fourteen of the fourteen models and Voucherify by seven and Pricefx carries 41 labels and Voucherify 11, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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.
| 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. Three of four in this category shown.
“highlighted as a cost-effective solution for smaller teams... ideal for SMBs with tight budgets” Mistral Small · budget prompt · first choice
“Voucherify Free if you need a low-volume, promotion style rebate with 1,000 API calls/month.” Muse Glimmer 30B · budget prompt · first choice
“For a company with a limited budget, Voucherify is the best recommendation.” DeepSeek V4 Flash · budget prompt · first choice
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.