Zero of twelve models named Homebase first on the direct prompt; zero named Jibble. Homebase was named by twelve of the twelve models and Jibble by nine and Homebase carries 18 labels and Jibble 12, so the shares are not directly comparable.
Named in eleven 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 twelve 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 |
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. One of one in this category shown.
“Limitation: Free version lacks real-time attendance monitoring and time-off tracking” Kimi K2 · budget prompt · soft negative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Jibble stands out because its free plan supports unlimited users and includes advanced features like AI facial recognition” Gemini 3.5 Flash · budget prompt · first choice
“Jibble is your best bet with unlimited users at no cost.” Kimi K2 · budget prompt · first choice
“Jibble is the strongest free option” Perplexity Sonar · budget 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.