Zero of fourteen models named Clockify first on the direct prompt; five named Paylocity. Clockify was named by thirteen of the fourteen models and Paylocity by thirteen and Clockify carries 28 labels and Paylocity 22, so the shares are not directly comparable.
Named in four categories this edition.
Named in twenty 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 time and attendance 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. Three of four in this category shown.
“If you want zero upfront cost and can manage basic payroll separately: Go with Clockify (free) + a cheap tablet or USB time clock.” GLM 4.7 FlashX · budget prompt · first choice
“For the smallest budgets, Clockify or Connecteam would be the best starting points since they offer free tiers.” MiniMax M2.5 · budget prompt · first choice
“Clockify and Jibble stand out due to their free, unlimited-user plans.” Mistral Small · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Paylocity is a strong fit for small and mid-sized businesses... If you need comprehensive HR integration with payroll, Paylocity is ideal” Claude Haiku 4.5 · paraphrase prompt · first choice
“Paylocity or ADP Workforce Now typically offer the best balance of features, integration, and scalability” MiniMax M2.5 · direct 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.