Zero of fourteen models named Manatal first on the direct prompt; one named Ashby. Manatal was named by twelve of the fourteen models and Ashby by six and Manatal carries 24 labels and Ashby 12, so the shares are not directly comparable.
Named in nine categories this edition.
Named in eight 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 AI recruiting assistants 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. Two of two in this category shown.
“Manatal – repeatedly called out as the budget AI recruiter.... "Best For: AI-powered recruiting on a budget"the budget AI recruiter” Muse Glimmer 30B · budget prompt · first choice
“Aim for tools like Manatal (affordable AI built-in), Juicebox (sourcing), or monday agents (end-to-end) suited for mid-sized teams.” Grok 4.1 Fast · scale prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“under investigation for potentially providing consumer reports without adhering to FCRA requirements, alongside Workday, Greenhouse, Lever By Employ, Ashby” Muse Glimmer 30B · negative prompt · soft negative
“Class-action attorneys have launched broad investigations into popular tools like Greenhouse, Lever by Employ, and Ashby.” Gemini 3.5 Flash · negative prompt · soft negative
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.