One of fourteen models named TriNet first on the direct prompt; two named Rippling. Both were named by all fourteen models and TriNet carries 53 labels and Rippling 39, so the shares are not directly comparable.
Named in thirteen categories this edition.
Named in thirty-three 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.
Across every category in the November 2026 Edition, TriNet and Rippling were named in the same answer 179 times, of the 273 answers naming TriNet and the 1650 naming Rippling. In those answers Rippling took the first choice nineteen times and TriNet seven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| 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.
“56 BBB complaints in recent years” MiniMax M2.5 · negative prompt · hard negative
“TriNet (Best Overall for Growth & Compliance) ... widely considered the top contender for mid-sized companies” Qwen 3.7 Flash · paraphrase prompt · first choice
“TriNet - Known for its comprehensive HR solutions... suitable for small and mid-size businesses” Llama 4 Maverick · paraphrase prompt · first choice
“my default recommendation would be TriNet or Insperity” 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.