Four of twelve models named Deel first on the direct prompt; two named Rippling. Deel was named by twelve of the twelve models and Rippling by ten and Deel carries 49 labels and Rippling 27, so the shares are not directly comparable.
Named in three categories this edition.
Named in four 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 contractor payments page.
Across every category in the September 2026 Edition, Deel and Rippling were named in the same answer seventy-two times, of the 150 answers naming Deel and the 102 naming Rippling. In those answers Rippling took the first choice six times and Deel twenty-three.
| 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. Five of six in this category shown.
“While Deel gets mostly positive reviews overall (Trustpilot ~4.6), the documented problems are severe when they occur” DeepSeek V4 Flash · negative prompt · soft negative
“Need global payments or complex approvals: Tipalti/Deel, but budget rises quickly.” GPT-5.4 mini · budget prompt · soft negative
“Choose Deel if you are hiring highly-skilled talent globally and want to guarantee absolute compliance with local international labor laws.” Gemini 3.5 Flash · comparative prompt · first choice
“My top pick for most mid-sized B2B companies: Deel strikes the best balance of features, ease of use, and compliance automation” Kimi K2 · paraphrase prompt · first choice
“Deel stands out for comprehensive coverage. It's the only tool on this list that handles the full payment stack” Claude Haiku 4.5 · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“All-in-one software suites like Rippling offer excellent unified systems, but they can be a poor fit for companies primarily looking to pay contractors.” Gemini 3.5 Flash · negative prompt · soft negative
“While generally a strong HR/payroll platform, some small business reviews mention holds or reconciliation issues.” GLM 4.7 FlashX · negative prompt · soft negative
“May be heavier than needed if you only want payouts” GPT-5.4 mini · comparative prompt · soft negative
“Start with Rippling if you're B2B with mixed workforce/HR needs—it's the most comprehensive for mid-market growth.” Grok 4.1 Fast · direct prompt · first choice
“Best for Unified HR, IT, and Finance: Rippling ... Rippling is the market leader.” Gemini 3.5 Flash · direct prompt · first choice
“Rippling (HR-integrated)” Grok 4.1 Fast · scale 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.