Five of twelve models named Syndio first on the direct prompt; two named Payscale. Both were named by all twelve models and Syndio carries 36 labels and Payscale 34, so the shares are not directly comparable.
Named in three categories 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 twelve 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 pay equity page.
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 eight in this category shown.
“When to Avoid Enterprise Tools (Like Syndio or Beqom) ... usually overkill and cost-prohibitive” Gemini 3.5 Flash · paraphrase prompt · hard negative
“Enterprise statistical audit giants (such as Syndio and Trusaic) are highly robust, but they generally require custom enterprise contracts, often costing upwards of $10,000 to $50,000+ per year.” Gemini 3.5 Flash · budget prompt · soft negative
“Strong methodology but cost-prohibitive (high five figures annually), weak HRIS integration requiring frequent manual uploads... Budget-conscious or smaller teams should think twice.” DeepSeek V4 Flash · negative prompt · soft negative
“### 1. Syndio Best for: Global compliance, continuous governance, and closing the loop between analysis and decision-making.” GLM 4.7 FlashX · comparative prompt · first choice
“For most mid-market B2B companies: Syndio is the safest, most defensible choice if your budget allows” DeepSeek V4 Flash · direct prompt · first choice
“If you need audit-ready pay equity compliance and remediation: look at Syndio or Pihr.” GPT-5.4 mini · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. One of one in this category shown.
“Repeated complaints about a clunky, outdated interface, a steep learning curve, data inaccuracy for niche roles... don't buy it purely for equity.” DeepSeek V4 Flash · negative prompt · soft negative
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.