Fourteen of fourteen models named Pricefx first on the direct prompt; zero named Price2Spy. Pricefx was named by fourteen of the fourteen models and Price2Spy by ten and Pricefx carries 50 labels and Price2Spy 17, 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 pricing optimization page.
Across every category in the October 2026 Edition, Pricefx and Price2Spy were named in the same answer thirty-five times, of the 146 answers naming Pricefx and the 71 naming Price2Spy. In those answers Price2Spy took the first choice nine times and Pricefx four.
| 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 |
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 six in this category shown.
“Standalone tools such as Zilliant, Vendavo, Pricefx, PROS are typically $100K-$500K+ annually... not before.” Muse Glimmer 30B · scale prompt · soft negative
“Enterprise-grade pricing platforms (like Pricefx, Vendavo, or Zilliant) often start at $100,000+ per year.” Gemini 3.5 Flash · budget prompt · soft negative
“My recommendation: Start with a Pricefx demo for mid-market B2B companies, as it offers the best balance of enterprise functionality, implementation speed” GLM 4.7 FlashX · direct prompt · first choice
“Pricefx is a cloud-native price optimization platform that targets mid-market and enterprise B2B companies, known for faster implementation times” Claude Haiku 4.5 · direct prompt · first choice
“Frequently mentioned as a leading AI-powered pricing optimization platform specifically designed for mid-market and enterprise organizations.” MiniMax M2.5 · direct 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.
“users note inability to upload product lists yourself ... outdated features compared to newer competitors” DeepSeek V4 Flash · negative prompt · soft negative
“users have reported significant initial setup complexity and a steep learning curve for the interface” Mistral Small · negative prompt · soft negative
“Price2Spy is noted as a particularly good budget option for small to mid-sized e-commerce businesses.” Mistral Small · budget prompt · first choice
“Price2Spy stands out as one of the best pricing optimization platforms” Grok 4.1 Fast · budget prompt · first choice
“Price2Spy — Best Overall Budget Pick” Kimi K2 · 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.