Zero of fourteen models named Figures first on the direct prompt; one named Pave. Figures was named by nine of the fourteen models and Pave by ten and Figures carries 15 labels and Pave 16, so the shares are not directly comparable.
Named in three categories this edition.
Named in six categories 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 pay equity 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 4.1 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. Four of four in this category shown.
“Tools requiring heavy analyst intervention (e.g., certain configurations of Aeqium, Figures)” DeepSeek V4 Flash · negative prompt · soft negative
“If EU-based or global: Figures offers the best balance of compliance features and usability for mid-market” Kimi K2 · paraphrase prompt · first choice
“I'd suggest starting with Figures or Syndio as they balance functionality with mid-market accessibility” MiniMax M2.5 · paraphrase prompt · first choice
“Top Recommendation: Figures HR (if EU/UK focus) or Syndio (if global/US focus)” DeepSeek V4 Flash · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“smaller/low-cost options like Barley, Deel basic tiers, Pave, or Equity.com basic... "avoid for scale"” Grok 4.1 Fast · negative prompt · hard negative
“"Examples to Avoid: Pave, Barley, Equity.com (basic tiers)."” Muse Glimmer 30B · negative prompt · hard negative
“well-known platforms (e.g., Pave, Equity.com) may have basic tiers that are not suitable for comprehensive pay equity analysis” Mistral Small · negative prompt · soft negative
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.