Pricefx vs Zilliant
Fourteen of fourteen models named Pricefx first on the direct prompt; zero named Zilliant. Both were named by all fourteen models and Pricefx carries 50 labels and Zilliant 42, 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.
By framing
PricefxFirst choices, of fourteen modelsZilliant
Across every category in the October 2026 Edition, Pricefx and Zilliant were named in the same answer ninety-four times, of the 146 answers naming Pricefx and the 106 naming Zilliant. In those answers Zilliant took the first choice three times and Pricefx thirty-nine.
Every model, every framing
| 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 | | | | |
Pricefx Zilliant first choice named as an alternative argued againstblank: not namedEach cell is one answer, Pricefx on the left and Zilliant on the right.The direct prompt
Pricefx first, Zilliant an alternative
14 of 14 modelsZilliant was named in the answer but not as the choice, or not at all.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.
By buyer segment
Pricefx38%#1 of 7Zilliant4%#6 of 7What the models said about Pricefx
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
What the models said about Zilliant
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Standalone tools such as Zilliant, Vendavo, Pricefx, PROS are typically $100K-$500K+ annually. They earn their keep at enterprise scale and with a dedicated pricing team, not before.” Muse Glimmer 30B · scale prompt · soft negative
“Enterprise-Grade Solutions (For Complex, High-Volume Operations) ... Mid-market fit: Good for companies with dedicated pricing teams” GLM 4.7 FlashX · paraphrase 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
“Zilliant is widely considered the market leader for mid-market to enterprise B2B organizations.” Qwen 3.7 Flash · paraphrase prompt · first choice
“Zilliant - Strong B2B focus with Price IQ for segment and customer-specific recommendations” MiniMax M2.5 · paraphrase prompt · first choice
“choose PROS or Zilliant for AI-driven, governed B2B pricing at scale” Muse Glimmer 30B · comparative 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.