Four of fourteen models named BambooHR first on the direct prompt; three named Workable HR. BambooHR was named by fourteen of the fourteen models and Workable HR by eight and BambooHR carries 58 labels and Workable HR 11, so the shares are not directly comparable.
Named in twenty-five categories this edition.
Named in one category 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 employee onboarding 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 4.20 | ||||||
| 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. Two of two in this category shown.
“BambooHR and Rippling are often top choices due to their balance of ease of use, integration capabilities, and scalability.” Mistral Small · direct prompt · first choice
“Best for straightforward, all-in-one HR onboarding with self-service portals, making it ideal for mid-sized teams” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“LeadChange's mid-market ranking puts Workable first for mid-sized companies with a LeadChange Score of 8.2 out of 10” Muse Glimmer 30B · direct prompt · first choice
“Workable - Best for hiring-to-onboarding in one lightweight platform” Llama 4 Maverick · paraphrase prompt · first choice
“I'd suggest Workable or BambooHR as your top choices” MiniMax M2.5 · direct 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.