Three of fourteen models named Workable HR first on the direct prompt; one named HiBob. Workable HR was named by eight of the fourteen models and HiBob by thirteen and Workable HR carries 11 labels and HiBob 35, so the shares are not directly comparable.
Named in one category this edition.
Named in twenty-two 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 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. 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
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.