Two of fourteen models named HRSoft Compensation Management first on the direct prompt; zero named Deel. HRSoft Compensation Management was named by ten of the fourteen models and Deel by nine and both carry 13 labels, so the shares below are directly comparable.
Named in one category this edition.
Named in fifteen 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 compensation 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 4.20 | ||||||
| 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. Three of four in this category shown.
“Often cited as a strong mid-market/enterprise fit for orgs that have outgrown spreadsheets but don't want the cost or rigidity of a full HCM suite.” Muse Glimmer 30B · direct prompt · first choice
“or HRSoft if you need more comprehensive workflow automation and governance” GLM 4.7 FlashX · direct prompt · first choice
“Best if you need more dedicated compensation planning but still want value: HRsoft Compensation Management” GPT-5.4 mini · budget prompt · alternative
No label in this category carried a quote.
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.