Pricing optimization · October 2026 Edition
Prisync vs Zilliant
Zero of fourteen models named Prisync first on the direct prompt; zero named Zilliant. Both were named by all fourteen models and Prisync carries 32 labels and Zilliant 42, so the shares are not directly comparable.
Named in two categories this edition.
Named in one category this edition.
First-choice share19%5%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate9%7%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#2#4A position in a field of 7; printed, not drawn.
Labels3242A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Prisync reading right to left. Rank and label count are printed, not drawn.Pricefx was named alongside these two in fourteen of the fourteen direct answers. Pricefx vs Prisync · Pricefx vs Zilliant · Prisync vs Price2Spy
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
How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
PrisyncFirst choices, of fourteen modelsZilliant
Direct001 against Prisync
Paraphrase021 against Zilliant
Comparative11
Budget-constrained801 against Zilliant
Scale-constrained001 against Zilliant
Negative002 against Prisync
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.
Across every category in the October 2026 Edition, Prisync and Zilliant were named in the same answer thirty-eight times, of the 113 answers naming Prisync and the 106 naming Zilliant. In those answers Zilliant took the first choice two times and Prisync sixteen.
Every model, every framing
The eighty-four answers behind the chart above, one cell each: where Prisync and Zilliant stood in it.
| 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 | | | | | |
Prisync Zilliant first choice named as an alternative argued againstblank: not namedEach cell is one answer, Prisync on the left and Zilliant on the right.The direct prompt
The plain question, one answer per model, grouped by where Prisync and Zilliant stood in it.
Neither was the first choice, one was named
11 of 14 modelsThe answer put something else first and named one of the two as an alternative.Claude Haiku 4.5Pricefx alternatives: Conga Price Optimization & Management, PROS Smart Price Optimization & Management, Vendavo, Zilliant
GPT-5.4 miniPricefx alternatives: Conga Price Optimization & Management, PROS Smart Price Optimization & Management, Vendavo, Zilliant
Gemini 3.5 FlashPricefx alternatives: Conga Price Optimization & Management, Zilliant
Perplexity SonarPricefx alternatives: PROS Smart Price Optimization & Management, Zilliant
Grok 4.1 FastPricefx alternatives: Competera, PROS Smart Price Optimization & Management, Prisync, Zilliant
DeepSeek V4 FlashPricefx alternatives: BlackCurve, PriceBeam, Prisync, Zilliant
Qwen 3.7 FlashPricefx alternatives: Competera, PROS Smart Price Optimization & Management, Vendavo, Zilliant
Kimi K2Pricefx alternatives: Competera, PROS Smart Price Optimization & Management, SYMSON, Zilliant
GLM 4.7 FlashXPricefx alternatives: Pricemoov, Vendavo, Zilliant
MiniMax M2.5Pricefx alternatives: PROS Smart Price Optimization & Management, Vendavo, Zilliant
Muse Glimmer 30BPricefx alternatives: Zilliant
Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Mistral SmallPricefx, Zilliant Price IQ
Llama 4 MaverickPricefx alternatives: PROS Smart Price Optimization & Management, Zilliant Price IQ
GPT-6 LunaPricefx alternatives: Pricemoov, SYMSON
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
The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Prisync leads by forty-six points.
Prisync46%#1 of 8Zilliant0%#7 of 8Mid-marketThe figures above
Enterprise
The order flips: Zilliant leads at enterprise.
Zilliant4%#6 of 7Prisync0%#– of 7What the models said about Prisync
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 retail-first dynamic pricing tools: Many highly rated pricing platforms (like *Prisync*, *Omnia*, or *Competera*) are designed for B2C e-commerce.” Gemini 3.5 Flash · direct prompt · hard negative
“manual data entry is sometimes required for certain competitors, which can limit automation and scalability” Mistral Small · negative prompt · soft negative
“Platforms like Prisync or PriceShape can lead to algorithmic price-fixing or collusion” DeepSeek V4 Flash · negative prompt · soft negative
“Prisync stands out as a lower-cost option for teams that mainly need competitor price tracking and basic dynamic pricing adjustments” GPT-5.4 mini · budget prompt · first choice
“Prisync is the best fit among the options in your search results because it is repeatedly described as a low-cost, SMB-friendly tool” Perplexity Sonar · budget prompt · first choice
“The best pricing optimization platform for a company with a limited budget is Prisync, which starts at $99/month” Llama 4 Maverick · budget 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
Also compared
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.