Rippling vs Jibble
Six of twelve models named Rippling first on the direct prompt; zero named Jibble. Rippling was named by ten of the twelve models and Jibble by nine and Rippling carries 15 labels and Jibble 12, so the shares are not directly comparable.
Named in twenty-eight 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.
By framing
RipplingFirst choices, of twelve modelsJibble
Every model, every framing
| 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 |
Rippling Jibble first choice named as an alternative argued againstblank: not namedEach cell is one answer, Rippling on the left and Jibble on the right.The direct prompt
Rippling first, Jibble not the choice
6 of 12 modelsJibble was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
3 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 of 12 modelsThe answer made no first choice from these two in this category.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.
By buyer segment
Rippling12%#3 of 15Jibble6%#7 of 15Jibble7%#– of 10Rippling2%#3 of 10What the models said about Rippling
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 has become a dominant force in the mid-market space because of its unified HR, IT, and Finance platform... Rippling is the market leader.” Gemini 3.5 Flash · direct prompt · first choice
“my default recommendation is Rippling if you want the best balance of time & attendance, HR, payroll-adjacent workflows, and scalability” GPT-5.4 mini · direct prompt · first choice
What the models said about Jibble
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.