One of fourteen models named TriNet first on the direct prompt; two named Rippling. TriNet was named by thirteen of the fourteen models and Rippling by eleven and TriNet carries 44 labels and Rippling 22, so the shares are not directly comparable.
Named in seven categories this edition.
Named in twenty-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 PEO providers 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. Four of five in this category shown.
“TriNet has numerous negative reviews citing: Poor customer support and slow response times” MiniMax M2.5 · negative prompt · hard negative
“I'd recommend starting with TriNet or G&A Partners as they both have strong track records with mid-sized B2B companies” GLM 4.7 FlashX · paraphrase prompt · first choice
“TriNet (Best Overall for Startups & SMBs) ... frequently cited as the best balance of price and service for small businesses” Qwen 3.7 Flash · budget prompt · first choice
“If your company is around 50–500 employees and operates in multiple states, TriNet is often the safest default.” GPT-5.4 mini · paraphrase prompt · first choice
No label in this category carried a quote.
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.