Zero of fourteen models named Jibble first on the direct prompt; four named UKG Ready. Jibble was named by ten of the fourteen models and UKG Ready by ten and Jibble carries 17 labels and UKG Ready 16, so the shares are not directly comparable.
Named in four categories this edition.
Named in nine 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 three in this category shown.
“For most budget-conscious businesses, Jibble offers the best combination of a genuinely free unlimited plan, robust attendance features, and a proven track record.” DeepSeek V4 Flash · budget prompt · first choice
“If you need zero cost and unlimited users with verification, Jibble and Clockify are the most commonly recommended.” Muse Glimmer 30B · budget prompt · first choice
“If you have a growing team and zero budget to spend on software, Jibble is the absolute best choice.” Gemini 3.5 Flash · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“What looks affordable at first can become surprisingly expensive” DeepSeek V4 Flash · negative prompt · soft negative
“Top Pick: UKG Ready ... is the strongest overall choice because it was purpose-built for your segment” DeepSeek V4 Flash · direct prompt · first choice
“Start with Paylocity or UKG Ready if you want integrated HR/payroll for efficiency.” Grok 4.1 Fast · direct prompt · first choice
“the safest default choice is usually UKG Ready or ADP Workforce Now” GPT-5.4 mini · 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.