Nine of fourteen models named Rippling first on the direct prompt; zero named Trainual. Rippling was named by thirteen of the fourteen models and Trainual by ten and Rippling carries 33 labels and Trainual 10, so the shares are not directly comparable.
Named in twenty-nine categories this edition.
Named in five 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 HR compliance and policy management 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. Two of two in this category shown.
“Rippling | Compliance automation in a unified HR stack | Combines payroll, benefits, onboarding, document management, and time tracking, so compliance is embedded in everyday HR workflows.” Perplexity Sonar · comparative prompt · first choice
“If you already use a core HRIS ... like BambooHR, Rippling, Gusto (Ramp), or Personio, check if their built-in compliance modules are robust enough” Qwen 3.7 Flash · scale 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.
“I'd recommend Trainual if you want one tool to handle both the employee handbook and broader policy/process management.” Perplexity Sonar · paraphrase prompt · first choice
“I'd recommend Trainual or Blissbook as your employee handbook and policy management tool.” Mistral Small · paraphrase prompt · first choice
“For a mid-sized B2B company, I recommend Trainual as the best overall choice.” Kimi K2 · paraphrase 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.